Doramagic.ai Chinese

Preview catalog

Explore portable AI capabilities

Search by project, capability, or tag; check whether it is safe to try, portable to your AI host, and clear about risks.

MCP Tool Integration Public

superpowers

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

obra/superpowers
MCPTool callingHost configuration
Developer Workflow Public

hermes-agent

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

NousResearch/hermes-agent
Developer workflowTask boardAgent collaboration
MCP Tool Integration Public

markitdown

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

microsoft/markitdown
MCPTool callingHost configuration
LLM Application Framework Public

langchain

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langchain
LLM appsRAGTool calling
Web Data Extraction Public

firecrawl

Web data extraction project for checking crawl boundaries, permissions, structured output, and recovery behavior.

firecrawl/firecrawl
Web crawlingStructured extractionPermission boundaries
Visual & Multimedia Creation Public

ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Comfy-Org/ComfyUI
Software Development & Delivery Public

gemini-cli

An open-source AI agent that brings the power of Gemini directly into your terminal.

google-gemini/gemini-cli
Browser Automation Public

browser-use

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

browser-use/browser-use
Browser automationWeb tasksTest accounts
Software Development & Delivery Public

codex

Lightweight coding agent that runs in your terminal

openai/codex
Data Analysis & Investment Research Public

PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

PaddlePaddle/PaddleOCR
Vector Retrieval and RAG Public

claude-mem

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

thedotmack/claude-mem
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

infiniflow/ragflow
Software Development & Delivery Public

OpenHands

🙌 OpenHands: AI-Driven Development

OpenHands/OpenHands
Frontend Agents and Generative UI Public

daytona

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

daytonaio/daytona
Generative UIFrontend agentsReact
MCP Tool Integration Public

caveman

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

JuliusBrussee/caveman
MCPTool callingHost configuration
Software Development & Delivery Public

ansible

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

ansible/ansible
Data Analysis & Investment Research Public

OpenBB

Financial data platform for analysts, quants and AI agents.

OpenBB-finance/OpenBB
MCP Tool Integration Public

Scrapling

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

D4Vinci/Scrapling
MCPTool callingHost configuration
Data and AI Pipeline Public

pathway

Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.

pathwaycom/pathway
Data pipelineAI workflowState management
MCP Tool Integration Public

cline

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

cline/cline
MCPTool callingHost configuration
Vector Retrieval and RAG Public

ruflo

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

ruvnet/ruflo
Vector databaseRAGEmbeddings
Workflow Automation Public

autogen

A programming framework for agentic AI

microsoft/autogen
Vector Retrieval and RAG Public

mem0

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

mem0ai/mem0
Vector databaseRAGEmbeddings
Software Development & Delivery Public

gitea

Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

go-gitea/gitea
Software Development & Delivery Public

OpenSpec

Spec-driven development (SDD) for AI coding assistants.

Fission-AI/OpenSpec
Security Review & Permission Governance Public

Docker-OSX

Run macOS VM in a Docker! Run near native OSX-KVM in Docker! X11 Forwarding! CI/CD for OS X Security Research! Docker mac Containers.

sickcodes/Docker-OSX
Software Development & Delivery Public

prettier

Prettier is an opinionated code formatter.

prettier/prettier
Customer and Team Operations Public

twenty

Customer and team operations project for checking CRM/low-code data models, permissions, workflows, and rollback.

twentyhq/twenty
CRMLow-codeTeam workflows
Research & Knowledge Management Public

llama_index

LlamaIndex is the leading document agent and OCR platform

run-llama/llama_index
Vector Retrieval and RAG Public

milvus

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

milvus-io/milvus
Vector databaseRAGEmbeddings
Developer Workflow Public

siyuan

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

siyuan-note/siyuan
Developer workflowTask boardAgent collaboration
Software Development & Delivery Public

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

ray-project/ray
MCP Tool Integration Public

GitNexus

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

abhigyanpatwari/GitNexus
MCPTool callingHost configuration
Tool Connections & Integrations Public

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

lm-sys/FastChat
Research & Knowledge Management Public

quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

QuivrHQ/quivr
Software Development & Delivery Public

harness

Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

harness/harness
Software Development & Delivery Public

trivy

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

aquasecurity/trivy
Research & Knowledge Management Public

LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

HKUDS/LightRAG
Software Development & Delivery Public

marker

Convert PDF to markdown + JSON quickly with high accuracy

datalab-to/marker
Data Analysis & Investment Research Public

Vane

Vane is an AI-powered answering engine.

ItzCrazyKns/Vane
Software Development & Delivery Public

dspy

DSPy: The framework for programming—not prompting—language models

stanfordnlp/dspy
Software Development & Delivery Public

posthog

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.

PostHog/posthog
Frontend Agents and Generative UI Public

CopilotKit

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

CopilotKit/CopilotKit
Generative UIFrontend agentsReact
Research & Knowledge Management Public

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

microsoft/graphrag
LLM Application Framework Public

langgraph

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langgraph
LLM appsRAGTool calling
MCP Tool Integration Public

continue

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

continuedev/continue
MCPTool callingHost configuration
Vector Retrieval and RAG Public

conductor

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

conductor-oss/conductor
Vector databaseRAGEmbeddings
Vector Retrieval and RAG Public

qdrant

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

qdrant/qdrant
Vector databaseRAGEmbeddings
MCP Tool Integration Public

codebase-memory-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

DeusData/codebase-memory-mcp
MCPTool callingHost configuration
Vector Retrieval and RAG Public

sim

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

simstudioai/sim
Vector databaseRAGEmbeddings
Agent SDK and Runtime Public

composio

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

ComposioHQ/composio
Agent SDKTool callsHandoffs
Vector Retrieval and RAG Public

chroma

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

chroma-core/chroma
Vector databaseRAGEmbeddings
MCP Tool Integration Public

smolagents

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

huggingface/smolagents
MCPTool callingHost configuration
Research & Knowledge Management Public

gitleaks

Find secrets with Gitleaks 🔑

gitleaks/gitleaks
MCP Tool Integration Public

gpt-researcher

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

assafelovic/gpt-researcher
MCPTool callingHost configuration
Visual & Multimedia Creation Public

InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

invoke-ai/InvokeAI
MCP Tool Integration Public

graphiti

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

getzep/graphiti
MCPTool callingHost configuration
Vector Retrieval and RAG Public

supermemory

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

supermemoryai/supermemory
Vector databaseRAGEmbeddings
Tool Connections & Integrations Public

kestra

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

kestra-io/kestra
Developer Workflow Public

vibe-kanban

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

BloopAI/vibe-kanban
Developer workflowTask boardAgent collaboration
MCP Tool Integration Public

agentscope

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

agentscope-ai/agentscope
MCPTool callingHost configuration
Vector Retrieval and RAG Public

qmd

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

tobi/qmd
Vector databaseRAGEmbeddings
Software Development & Delivery Public

trufflehog

Find, verify, and analyze leaked credentials

trufflesecurity/trufflehog
Software Development & Delivery Public

shields

Concise, consistent, and legible badges in SVG and raster format

badges/shields
Vector Retrieval and RAG Public

OpenViking

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

volcengine/OpenViking
Vector databaseRAGEmbeddings
MCP Tool Integration Public

opendataloader-pdf

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

opendataloader-project/opendataloader-pdf
MCPTool callingHost configuration
Data and AI Pipeline Public

fastmcp

Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.

PrefectHQ/fastmcp
Data pipelineAI workflowState management
MCP Tool Integration Public

kotaemon

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Cinnamon/kotaemon
MCPTool callingHost configuration
Vector Retrieval and RAG Public

haystack

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

deepset-ai/haystack
Vector databaseRAGEmbeddings
MCP Tool Integration Public

serena

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

oraios/serena
MCPTool callingHost configuration
MCP Tool Integration Public

crush

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

charmbracelet/crush
MCPTool callingHost configuration
browser-automation Public

crawlee

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

apify/crawlee
Research & Knowledge Management Public

pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

sinaptik-ai/pandas-ai
Personal Workspace Public

letta

Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.

letta-ai/letta
Data and AI Pipeline Public

prefect

Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.

PrefectHQ/prefect
Data pipelineAI workflowState management
Agent SDK and Runtime Public

promptfoo

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

promptfoo/promptfoo
Agent SDKTool callsHandoffs
MCP Tool Integration Public

marimo

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

marimo-team/marimo
MCPTool callingHost configuration
Tool Connections & Integrations Public

MaxKB

MaxKB is a Doramagic preview pack compiled from public project evidence and validation signals.

1Panel-dev/MaxKB
Software Development & Delivery Public

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

huggingface/peft
MCP Tool Integration Public

adk-python

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

google/adk-python
MCPTool callingHost configuration
MCP Tool Integration Public

owl

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

camel-ai/owl
MCPTool callingHost configuration
Software Development & Delivery Public

apollo-client

The industry-leading GraphQL client for TypeScript, JavaScript, React, Vue, Angular, and more. Apollo Client delivers powerful caching, intuitive APIs, and comprehensive developer tools to accelerate your app development.

apollographql/apollo-client
Self-hosted AI Workspace Public

opik

Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.

comet-ml/opik
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG Public

cognee

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

topoteretes/cognee
Vector databaseRAGEmbeddings
LLM Application Framework Public

langchainjs

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langchainjs
LLM appsRAGTool calling
Agent SDK and Runtime Public

pydantic-ai

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

pydantic/pydantic-ai
Agent SDKTool callsHandoffs
Software Development & Delivery Public

olmocr

Toolkit for linearizing PDFs for LLM datasets/training

allenai/olmocr
Vector Retrieval and RAG Public

weaviate

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

weaviate/weaviate
Vector databaseRAGEmbeddings
Agent SDK and Runtime Public

RagaAI-Catalyst

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

raga-ai-hub/RagaAI-Catalyst
Agent SDKTool callsHandoffs
Observability and Evaluation Public

deepeval

Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.

confident-ai/deepeval
ObservabilityEvaluationQuality metrics
Data and AI Pipeline Public

dagster

Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.

dagster-io/dagster
Data pipelineAI workflowState management
Vector Retrieval and RAG Public

memvid

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

memvid/memvid
Vector databaseRAGEmbeddings
Software Development & Delivery Public

floci

Light, fluffy, and always free - The AWS Local Emulator alternative

floci-io/floci
Data Analysis & Investment Research Public

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

AI4Finance-Foundation/FinRL
Personal Workspace Public

Memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

MemoriLabs/Memori
Developer Workflow Public

trigger.dev

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

triggerdotdev/trigger.dev
Developer workflowTask boardAgent collaboration
Visual & Multimedia Creation Public

ComfyUI-Manager

ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.

Comfy-Org/ComfyUI-Manager
Customer Communication & Team Operations Public

unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

Unstructured-IO/unstructured
Frontend Agents and Generative UI Public

ragas

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

vibrantlabsai/ragas
Generative UIFrontend agentsReact
Tool Connections & Integrations Public

outlines

Structured Outputs

dottxt-ai/outlines
Software Development & Delivery Public

memU

From workspace to agent memory

NevaMind-AI/memU
MCP Tool Integration Public

midscene

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

web-infra-dev/midscene
MCPTool callingHost configuration
Software Development & Delivery Public

tvm

Open Machine Learning Compiler Framework

apache/tvm
Software Development & Delivery Public

instructor

structured outputs for llms

567-labs/instructor
browser-automation Public

SeleniumBase

SeleniumBase is a framework for UI Testing, Web Scraping, and Stealth. Passes every bot-detection test with CDP Mode, and extends Playwright.

seleniumbase/SeleniumBase
Vector Retrieval and RAG Public

txtai

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

neuml/txtai
Vector databaseRAGEmbeddings
MCP Tool Integration Public

typescript-sdk

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

modelcontextprotocol/typescript-sdk
MCPTool callingHost configuration
Tool Connections & Integrations Public

reaction

Project has been discontinued ////// Mailchimp Open Commerce is an API-first, headless commerce platform built using Node.js, React, GraphQL. Deployed via Docker and Kubernetes.

reactioncommerce/reaction
Visual & Multimedia Creation Public

HunyuanVideo

HunyuanVideo: A Systematic Framework For Large Video Generation Model

Tencent-Hunyuan/HunyuanVideo
Developer Workflow Public

encore

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

encoredev/encore
Developer workflowTask boardAgent collaboration
Vector Retrieval and RAG Public

zvec

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

alibaba/zvec
Vector databaseRAGEmbeddings
MCP Tool Integration Public

headroom

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

chopratejas/headroom
MCPTool callingHost configuration
Vector Retrieval and RAG Public

turbovec

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

RyanCodrai/turbovec
Vector databaseRAGEmbeddings
MCP Tool Integration Public

fastapi_mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

tadata-org/fastapi_mcp
MCPTool callingHost configuration
Software Development & Delivery Public

botkit

Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.

howdyai/botkit
Software Development & Delivery Public

reader

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

jina-ai/reader
MCP Tool Integration Public

humanlayer

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

humanlayer/humanlayer
MCPTool callingHost configuration
Data Analysis & Investment Research Public

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

kedro-org/kedro
Tool Connections & Integrations Public

PocketFlow

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

The-Pocket/PocketFlow
Software Development & Delivery Public

LTX-Video

Official repository for LTX-Video

Lightricks/LTX-Video
Research & Knowledge Management Public

openvino

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

openvinotoolkit/openvino
Software Development & Delivery Public

cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

cocoindex-io/cocoindex
Developer Workflow Public

ckeditor5

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

ckeditor/ckeditor5
Developer workflowTask boardAgent collaboration
Observability and Evaluation Public

phoenix

Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.

Arize-ai/phoenix
ObservabilityEvaluationQuality metrics
Software Development & Delivery Public

metaflow

Build, Manage and Deploy AI/ML Systems

Netflix/metaflow
MCP Tool Integration Public

mcp-use

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mcp-use/mcp-use
MCPTool callingHost configuration
Software Development & Delivery Public

MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

MemTensor/MemOS
Data Analysis & Investment Research Public

deeplake

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

activeloopai/deeplake
Data Analysis & Investment Research Public

presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

microsoft/presidio
Software Development & Delivery Public

checkov

Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.

bridgecrewio/checkov
Research & Knowledge Management Public

paper-qa

High accuracy RAG for answering questions from scientific documents with citations

Future-House/paper-qa
Software Development & Delivery Public

BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

bentoml/BentoML
Vector Retrieval and RAG Public

kreuzberg

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

kreuzberg-dev/kreuzberg
Vector databaseRAGEmbeddings
MCP Tool Integration Public

mcp-agent

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

lastmile-ai/mcp-agent
MCPTool callingHost configuration
MCP Tool Integration Public

PraisonAI

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MervinPraison/PraisonAI
MCPTool callingHost configuration
Security Review & Permission Governance Public

garak

the LLM vulnerability scanner

NVIDIA/garak
Security Review & Permission Governance Public

bandit

Bandit is a tool designed to find common security issues in Python code.

PyCQA/bandit
Vector Retrieval and RAG Public

deep-searcher

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

zilliztech/deep-searcher
Vector databaseRAGEmbeddings
MCP Tool Integration Public

Upsonic

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Upsonic/Upsonic
MCPTool callingHost configuration
Self-hosted AI Workspace Public

R2R

Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.

SciPhi-AI/R2R
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG Public

Verba

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

weaviate/Verba
Vector databaseRAGEmbeddings
Tool Connections & Integrations Public

agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

2FastLabs/agent-squad
Observability and Evaluation Public

evidently

Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.

evidentlyai/evidently
ObservabilityEvaluationQuality metrics
Tool Connections & Integrations Public

steel-browser

🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser sandbox that lets you automate the web without worrying about infrastructure.

steel-dev/steel-browser
Research & Knowledge Management Public

feast

The Open Source Feature Store for AI/ML

feast-dev/feast
Data Analysis & Investment Research Public

flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

flyteorg/flyte
MCP Tool Integration Public

ClawRouter

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

BlockRunAI/ClawRouter
MCPTool callingHost configuration
MCP Tool Integration Public

OpenSpace

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

HKUDS/OpenSpace
MCPTool callingHost configuration
MCP Tool Integration Public

airweave

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

airweave-ai/airweave
MCPTool callingHost configuration
Tool Connections & Integrations Public

LaVague

Large Action Model framework to develop AI Web Agents

lavague-ai/LaVague
Data and AI Pipeline Public

marvin

Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.

PrefectHQ/marvin
Data pipelineAI workflowState management
Software Development & Delivery Public

trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

adbar/trafilatura
MCP Tool Integration Public

genkit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

genkit-ai/genkit
MCPTool callingHost configuration
Research & Knowledge Management Public

minisearch

Tiny and powerful JavaScript full-text search engine for browser and Node

lucaong/minisearch
Frontend Agents and Generative UI Public

harness-sdk

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

strands-agents/harness-sdk
Generative UIFrontend agentsReact
MCP Tool Integration Public

XcodeBuildMCP

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

getsentry/XcodeBuildMCP
MCPTool callingHost configuration
Vector Retrieval and RAG Public

pgai

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

timescale/pgai
Vector databaseRAGEmbeddings
MCP Tool Integration Public

UltraRAG

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

OpenBMB/UltraRAG
MCPTool callingHost configuration
Software Development & Delivery Public

potpie

Spec-driven development for large codebases

potpie-ai/potpie
Software Development & Delivery Public

zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

zenml-io/zenml
Research & Knowledge Management Public

TaskingAI

The open source platform for AI-native application development.

TaskingAI/TaskingAI
Vector Retrieval and RAG Public

superduper

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

superduper-io/superduper
Vector databaseRAGEmbeddings
MCP Tool Integration Public

honcho

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

plastic-labs/honcho
MCPTool callingHost configuration
Agent SDK and Runtime Public

agents

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

cloudflare/agents
Agent SDKTool callsHandoffs
Tool Connections & Integrations Public

RouteLLM

A framework for serving and evaluating LLM routers - save LLM costs without compromising quality

lm-sys/RouteLLM
MCP Tool Integration Public

Kiln

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Kiln-AI/Kiln
MCPTool callingHost configuration
MCP Tool Integration Public

solace-agent-mesh

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

SolaceLabs/solace-agent-mesh
MCPTool callingHost configuration
Software Development & Delivery Public

agents-cli

The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.

google/agents-cli
MCP Tool Integration Public

zep

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

getzep/zep
MCPTool callingHost configuration
MCP Tool Integration Public

exa-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

exa-labs/exa-mcp-server
MCPTool callingHost configuration
Vector Retrieval and RAG Public

infinity

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

infiniflow/infinity
Vector databaseRAGEmbeddings
Customer Communication & Team Operations Public

detect-secrets

An enterprise friendly way of detecting and preventing secrets in code.

Yelp/detect-secrets
Research & Knowledge Management Public

ragapp

The easiest way to use Agentic RAG in any enterprise

ragapp/ragapp
MCP Tool Integration Public

notion-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

makenotion/notion-mcp-server
MCPTool callingHost configuration
MCP Tool Integration Public

gptme

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

gptme/gptme
MCPTool callingHost configuration
MCP Tool Integration Public

spec-workflow-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Pimzino/spec-workflow-mcp
MCPTool callingHost configuration
Research & Knowledge Management Public

agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

Agenta-AI/agenta
Software Development & Delivery Public

AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

SylphAI-Inc/AdalFlow
Vector Retrieval and RAG Public

rocketride-server

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

rocketride-org/rocketride-server
Vector databaseRAGEmbeddings
Vector Retrieval and RAG Public

cozo

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

cozodb/cozo
Vector databaseRAGEmbeddings
Tool Connections & Integrations Public

yacy_search_server

Distributed Peer-to-Peer Web Search Engine and Intranet Search Appliance

yacy/yacy_search_server
MCP Tool Integration Public

excel-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

haris-musa/excel-mcp-server
MCPTool callingHost configuration
Tool Connections & Integrations Public

nano-graphrag

A simple, easy-to-hack GraphRAG implementation

gusye1234/nano-graphrag
MCP Tool Integration Public

CodeGraphContext

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

CodeGraphContext/CodeGraphContext
MCPTool callingHost configuration
Developer Workflow Public

dagu

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

dagucloud/dagu
Developer workflowTask boardAgent collaboration
MCP Tool Integration Public

SimpleMem

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

aiming-lab/SimpleMem
MCPTool callingHost configuration
Vector Retrieval and RAG Public

basic-memory

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

basicmachines-co/basic-memory
Vector databaseRAGEmbeddings
Agent SDK and Runtime Public

MemMachine

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

MemMachine/MemMachine
Agent SDKTool callsHandoffs
MCP Tool Integration Public

Unity-MCP

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

IvanMurzak/Unity-MCP
MCPTool callingHost configuration
Customer Communication & Team Operations Public

neo

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

neomjs/neo
Data Analysis & Investment Research Public

sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

SQLMesh/sqlmesh
Personal Workspace Public

ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

agentscope-ai/ReMe
Tool Connections & Integrations Public

EvoAgentX

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

EvoAgentX/EvoAgentX
Tool Connections & Integrations Public

fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

qdrant/fastembed
Vector Retrieval and RAG Public

prompttools

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

hegelai/prompttools
Vector databaseRAGEmbeddings
browser-automation Public

oxylabs-ai-studio-py

Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering.

oxylabs/oxylabs-ai-studio-py
Research & Knowledge Management Public

tinysearch

🔍 Tiny, full-text search engine for static websites built with Rust and Wasm

tinysearch/tinysearch
Software Development & Delivery Public

OSWorld

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

xlang-ai/OSWorld
MCP Tool Integration Public

notebooklm-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

PleasePrompto/notebooklm-mcp
MCPTool callingHost configuration
Research & Knowledge Management Public

Jets.js

Native CSS search engine

NeXTs/Jets.js
MCP Tool Integration Public

memobase

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

memodb-io/memobase
MCPTool callingHost configuration
Data Analysis & Investment Research Public

seekdb

The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.

oceanbase/seekdb
Vector Retrieval and RAG Public

trieve

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

devflowinc/trieve
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

OpenKB

OpenKB: Open LLM Knowledge Base

VectifyAI/OpenKB
MCP Tool Integration Public

google_workspace_mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

taylorwilsdon/google_workspace_mcp
MCPTool callingHost configuration
MCP Tool Integration Public

mcp-proxy

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sparfenyuk/mcp-proxy
MCPTool callingHost configuration
Data Analysis & Investment Research Public

hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

apache/hamilton
Software Development & Delivery Public

code-interpreter

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

e2b-dev/code-interpreter
Data Analysis & Investment Research Public

portaljs

🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).

datopian/portaljs
Vector Retrieval and RAG Public

LLMStack

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

trypromptly/LLMStack
Vector databaseRAGEmbeddings
MCP Tool Integration Public

Claude-Code-Everything-You-Need-to-Know

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

wesammustafa/Claude-Code-Everything-You-Need-to-Know
MCPTool callingHost configuration
Self-hosted AI Workspace Public

deep-research-web-ui

Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.

AnotiaWang/deep-research-web-ui
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG Public

kernel-memory

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

microsoft/kernel-memory
Vector databaseRAGEmbeddings
MCP Tool Integration Public

edgequake

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

raphaelmansuy/edgequake
MCPTool callingHost configuration
Research & Knowledge Management Public

MiniRAG

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

HKUDS/MiniRAG
Vector Retrieval and RAG Public

yt-fts

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

NotJoeMartinez/yt-fts
Vector databaseRAGEmbeddings
MCP Tool Integration Public

bm25s

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

xhluca/bm25s
MCPTool callingHost configuration
MCP Tool Integration Public

webclaw

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

0xMassi/webclaw
MCPTool callingHost configuration
Vector Retrieval and RAG Public

dsRAG

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

D-Star-AI/dsRAG
Vector databaseRAGEmbeddings
Vector Retrieval and RAG Public

memanto

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

moorcheh-ai/memanto
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

ragbuilder

A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data

KruxAI/ragbuilder
MCP Tool Integration Public

degoog

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

degoog-org/degoog
MCPTool callingHost configuration
LLM Application Framework Public

langmem

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langmem
LLM appsRAGTool calling
Vector Retrieval and RAG Public

korvus

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

postgresml/korvus
Vector databaseRAGEmbeddings
MCP Tool Integration Public

hivemind

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

activeloopai/hivemind
MCPTool callingHost configuration
MCP Tool Integration Public

ktx

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Kaelio/ktx
MCPTool callingHost configuration
Vector Retrieval and RAG Public

hyperDB

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

jdagdelen/hyperDB
Vector databaseRAGEmbeddings
browser-automation Public

agentql

AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with elements and extracting data quickly, precisely, and at scale. Includes REST API, Python and JavaScript SDKs, browser debugger.

tinyfish-io/agentql
Tool Connections & Integrations Public

semantica

Semantica 🧠 • Build AI systems that can explain, trace, and justify every decision. Knowledge graphs, context graphs, reasoning engines, provenance, and governance for production AI.

semantica-agi/semantica
MCP Tool Integration Public

minutes

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

silverstein/minutes
MCPTool callingHost configuration
Software Development & Delivery Public

ragflow-plus

ragflow-plus is a Doramagic preview pack compiled from public project evidence and validation signals.

zstar1003/ragflow-plus
MCP Tool Integration Public

chunkhound

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

chunkhound/chunkhound
MCPTool callingHost configuration
Vector Retrieval and RAG Public

qdrant-client

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

qdrant/qdrant-client
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

RAGxplorer

Open-source tool to visualise your RAG 🔮

gabrielchua/RAGxplorer
MCP Tool Integration Public

AIPex

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

AIPexStudio/AIPex
MCPTool callingHost configuration
Vector Retrieval and RAG Public

neo4j-graphrag-python

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

neo4j/neo4j-graphrag-python
Vector databaseRAGEmbeddings
browser-automation Public

browserable

Open source and self-hostable browser automation library for AI agents

browserable/browserable
MCP Tool Integration Public

arkon

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

nduckmink/arkon
MCPTool callingHost configuration
Vector Retrieval and RAG Public

opencode-mem

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

tickernelz/opencode-mem
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

autollm

Ship RAG based LLM web apps in seconds.

viddexa/autollm
Research & Knowledge Management Public

FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

PrithivirajDamodaran/FlashRank
Software Development & Delivery Public

spacy-layout

📚 Process PDFs, Word documents and more with spaCy

explosion/spacy-layout
Software Development & Delivery Public

mistral-common

Official inference library for pre-processing of Mistral models

mistralai/mistral-common
Vector Retrieval and RAG Public

lantern

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

lanterndata/lantern
Vector databaseRAGEmbeddings
Software Development & Delivery Public

pipelex

Declarative language for composable Al workflows. Devtool for agents and mere humans.

Pipelex/pipelex
Software Development & Delivery Public

kernels

Build compute kernels and load them from the Hub.

huggingface/kernels
MCP Tool Integration Public

cavemem

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

JuliusBrussee/cavemem
MCPTool callingHost configuration
MCP Tool Integration Public

pipenet

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

punkpeye/pipenet
MCPTool callingHost configuration
MCP Tool Integration Public

metaharness

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

ruvnet/metaharness
MCPTool callingHost configuration
MCP Tool Integration Public

agent-opfor

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

KeyValueSoftwareSystems/agent-opfor
MCPTool callingHost configuration
Agent SDK and Runtime Public

agent-memory

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

neo4j-labs/agent-memory
Agent SDKTool callsHandoffs
Software Development & Delivery Public

djblets

A collection of useful extensions for Django.

djblets/djblets
Software Development & Delivery Public

vite-plugin-top-level-await

Transform code to support top-level await in normal browsers for Vite.

Menci/vite-plugin-top-level-await
Vector Retrieval and RAG Public

agent-memory-server

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

redis/agent-memory-server
Vector databaseRAGEmbeddings
MCP Tool Integration Public

plur

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

plur-ai/plur
MCPTool callingHost configuration
MCP Tool Integration Public

OpenHands-CLI

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

OpenHands/OpenHands-CLI
MCPTool callingHost configuration
MCP Tool Integration Public

Reversecore_MCP

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sjkim1127/Reversecore_MCP
MCPTool callingHost configuration
MCP Tool Integration Public

paper-search-mcp-nodejs

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Dianel555/paper-search-mcp-nodejs
MCPTool callingHost configuration
MCP Tool Integration Public

yantrikdb-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

yantrikos/yantrikdb-server
MCPTool callingHost configuration
MCP Tool Integration Public

piia-engram

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Patdolitse/piia-engram
MCPTool callingHost configuration
MCP Tool Integration Public

canvas-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

vishalsachdev/canvas-mcp
MCPTool callingHost configuration
Software Development & Delivery Public

ReviewBot

A tool for running automated static analysis on code posted to a Review Board instance.

reviewboard/ReviewBot
Vector Retrieval and RAG Public

ToM-SWE

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

OpenHands/ToM-SWE
Vector databaseRAGEmbeddings
Security Review & Permission Governance Public

pydantic-ai-backend

File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.

vstorm-co/pydantic-ai-backend
Software Development & Delivery Public

sovereign-skills

12 production-grade skills for AI coding agents — setup, scope, discipline, code review, security, session management. Works with Claude Code, Codex, and Cursor.

AlexZio00/sovereign-skills
MCP Tool Integration Public

mem0-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

pinkpixel-dev/mem0-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

remnic

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

joshuaswarren/remnic
MCPTool callingHost configuration
MCP Tool Integration Public

model-compose

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

hanyeol/model-compose
MCPTool callingHost configuration
MCP Tool Integration Public

sverklo

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sverklo/sverklo
MCPTool callingHost configuration
Software Development & Delivery Public

creact

CReact is how you write your workflows using JSX, build durable apps that you can sync with external state, build jobs, agents, infrastructure, anything you can declare you can build!

creact-labs/creact
MCP Tool Integration Public

instar

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

JKHeadley/instar
MCPTool callingHost configuration
MCP Tool Integration Public

lighthouse-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

danielsogl/lighthouse-mcp-server
MCPTool callingHost configuration
MCP Tool Integration Public

agent-workspace-linux

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

agent-sh/agent-workspace-linux
MCPTool callingHost configuration
Software Development & Delivery Public

kgb

Python function spy support for unit tests

beanbaginc/kgb
MCP Tool Integration Public

zettelforge

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

ThreatRecall/zettelforge
MCPTool callingHost configuration
MCP Tool Integration Public

fortress

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

tiliondev/fortress
MCPTool callingHost configuration
MCP Tool Integration Public

yantrikdb

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

yantrikos/yantrikdb
MCPTool callingHost configuration
MCP Tool Integration Public

reporecall

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

proofofwork-agency/reporecall
MCPTool callingHost configuration
MCP Tool Integration Public

EGC

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Fmarzochi/EGC
MCPTool callingHost configuration
MCP Tool Integration Public

karajan-code

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

manufosela/karajan-code
MCPTool callingHost configuration
Software Development & Delivery Public

qualixar-os

Qualixar OS: The Universal OS for AI Agents. Claw-compatible. 12 topologies, Forge AI team designer, 24-tab dashboard, skill marketplace. PAPER: https://arxiv.org/abs/2604.06392

qualixar/qualixar-os
MCP Tool Integration Public

palinode

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

phasespace-labs/palinode
MCPTool callingHost configuration
Vector Retrieval and RAG Public

mnemonic

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

danielmarbach/mnemonic
Vector databaseRAGEmbeddings
Software Development & Delivery Public

filecoin-pin

Filecoin Pin

filecoin-project/filecoin-pin
MCP Tool Integration Public

olostep-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

olostep/olostep-mcp-server
MCPTool callingHost configuration
MCP Tool Integration Public

slm-mesh

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

qualixar/slm-mesh
MCPTool callingHost configuration
MCP Tool Integration Public

docker-claudebox

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

psyb0t/docker-claudebox
MCPTool callingHost configuration
Personal Workspace Public

localharness

An open-source, model-agnostic agent harness for local LLMs. Define agents in YAML (tools, memory, deny-first permissions) and run them against any OpenAI-compatible endpoint: vLLM, Ollama, LM Studio, or llama.cpp.

ahwurm/localharness
Personal Workspace Public

TITAN

Building TITAN — the open-source AI operating system for trusted autonomous work: agents, tools, memory, approvals, receipts, voice, mission control, and SOMA. npm i -g titan-agent

Djtony707/TITAN
Vector Retrieval and RAG Public

zoteus

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

oscardvs/zoteus
Vector databaseRAGEmbeddings
Security Review & Permission Governance Public

agentlock

An adversarially benchmarked reference implementation for pre-action agent authorization. Framework-agnostic tool permissions, identity verification, scoped access control, and audit logging for any AI agent.

webpro255/agentlock
Agent SDK and Runtime Public

agentic-swmm-workflow

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

Zhonghao1995/agentic-swmm-workflow
Agent SDKTool callsHandoffs
MCP Tool Integration Public

sync-worktrees

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

yordan-kanchelov/sync-worktrees
MCPTool callingHost configuration
MCP Tool Integration Public

MCP-Platform

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Data-Everything/MCP-Platform
MCPTool callingHost configuration
MCP Tool Integration Public

continuum

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

nikhilkagita04/continuum
MCPTool callingHost configuration
MCP Tool Integration Public

memforge

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

salishforge/memforge
MCPTool callingHost configuration
MCP Tool Integration Public

agent-web-interface

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

lespaceman/agent-web-interface
MCPTool callingHost configuration
MCP Tool Integration Public

mcp-memory-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mnemoverse/mcp-memory-server
MCPTool callingHost configuration
MCP Tool Integration Public

memex

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

STiFLeR7/memex
MCPTool callingHost configuration
MCP Tool Integration Public

kimetsu

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

RodCor/kimetsu
MCPTool callingHost configuration
MCP Tool Integration Public

Midas

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

vornicx/Midas
MCPTool callingHost configuration
MCP Tool Integration Public

neuralmind

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

dfrostar/neuralmind
MCPTool callingHost configuration
MCP Tool Integration Public

wet-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

n24q02m/wet-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

mind-mem

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

star-ga/mind-mem
MCPTool callingHost configuration
MCP Tool Integration Public

yade-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

yusong652/yade-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

aionforge-memory

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jscott3201/aionforge-memory
MCPTool callingHost configuration
MCP Tool Integration Public

langsmith-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

gigaverse-app/langsmith-cli
MCPTool callingHost configuration
MCP Tool Integration Public

memorycrystal

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

memorycrystal/memorycrystal
MCPTool callingHost configuration
Developer Workflow Public

Velune-CLI

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

Surya-Hariharan/Velune-CLI
Developer workflowTask boardAgent collaboration
MCP Tool Integration Public

omni-ai-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

marmyx77/omni-ai-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

unforgit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MiguelMedeiros/unforgit
MCPTool callingHost configuration
MCP Tool Integration Public

Grok_Search_Mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MapleMapleCat/Grok_Search_Mcp
MCPTool callingHost configuration
MCP Tool Integration Public

nano-brain

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

nano-step/nano-brain
MCPTool callingHost configuration
MCP Tool Integration Public

nlm-memory

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

pbmagnet4/nlm-memory
MCPTool callingHost configuration
MCP Tool Integration Public

bastra-recall

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

n0mad-ai/bastra-recall
MCPTool callingHost configuration
MCP Tool Integration Public

cerebro-code-memory

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

marcodavidd020/cerebro-code-memory
MCPTool callingHost configuration
MCP Tool Integration Public

fabric-dw-mcp-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sdebruyn/fabric-dw-mcp-cli
MCPTool callingHost configuration
Research & Knowledge Management Public

grainulation

The grainulation ecosystem. Structured research, decision-making, and knowledge management for AI agents.

grainulation/grainulation
Vector Retrieval and RAG Public

tela

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

zcag/tela
Vector databaseRAGEmbeddings
MCP Tool Integration Public

termyte

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

termyte-labs/termyte
MCPTool callingHost configuration
Agent SDK and Runtime Public

agentassay

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

qualixar/agentassay
Agent SDKTool callsHandoffs
MCP Tool Integration Public

Causal-Memory-Layer

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

safal207/Causal-Memory-Layer
MCPTool callingHost configuration
MCP Tool Integration Public

coding-ethos

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

paudley/coding-ethos
MCPTool callingHost configuration
MCP Tool Integration Public

ms-365-admin-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

okapi-ca/ms-365-admin-mcp-server
MCPTool callingHost configuration
Software Development & Delivery Public

python-registries

Create registries managing collections of classes or objects, for more extensible and maintainable codebases.

beanbaginc/python-registries
MCP Tool Integration Public

Supersurf

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

LiquidBuiltIt/Supersurf
MCPTool callingHost configuration
Vector Retrieval and RAG Public

Vex

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vektor-Memory/Vex
Vector databaseRAGEmbeddings
MCP Tool Integration Public

claude-plugins-validation

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Emasoft/claude-plugins-validation
MCPTool callingHost configuration
MCP Tool Integration Public

create-vkm-kit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Vahlame/create-vkm-kit
MCPTool callingHost configuration
Vector Retrieval and RAG Public

inspeximus

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

DanceNitra/inspeximus
Vector databaseRAGEmbeddings
MCP Tool Integration Public

memtomem-stm

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

memtomem/memtomem-stm
MCPTool callingHost configuration
MCP Tool Integration Public

Moryn

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Richardyu114/Moryn
MCPTool callingHost configuration
Customer and Team Operations Public

oto-cli

Customer and team operations project for checking CRM/low-code data models, permissions, workflows, and rollback.

otomata-tech/oto-cli
CRMLow-codeTeam workflows
MCP Tool Integration Public

precis-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

retospect/precis-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

Veracium

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

veracium-ai/Veracium
MCPTool callingHost configuration
MCP Tool Integration Public

argus

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Khamel83/argus
MCPTool callingHost configuration
MCP Tool Integration Public

barker-stablecoin-skills

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

YBSbarker/barker-stablecoin-skills
MCPTool callingHost configuration
browser-automation Public

browser-agent-driver

LLM-driven browser automation with wallet extension testing. Accessibility tree + optional vision.

tangle-network/browser-agent-driver
Vector Retrieval and RAG Public

CodeAtlas

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

AryanSaini26/CodeAtlas
Vector databaseRAGEmbeddings
MCP Tool Integration Public

daedalus

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

bgill55/daedalus
MCPTool callingHost configuration
Vector Retrieval and RAG Public

depthfusion

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

gregdigittal/depthfusion
Vector databaseRAGEmbeddings
MCP Tool Integration Public

kioku-mesh

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

h-wata/kioku-mesh
MCPTool callingHost configuration
MCP Tool Integration Public

nucleus-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

eidetic-works/nucleus-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

webintel-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

kengbailey/webintel-mcp
MCPTool callingHost configuration
Data Analysis & Investment Research Public

claude-investment-skills

Investment-research skills for Claude Code: top-down macro-aware framework, bilingual EN/CN NL triggers, Telegram alerts (2-min cron + 1-3s webhook). For personal-finance buy-side use (swing/position/LEAPS) — not HFT. See NEXT-STEPS.md for roadmap.

ssurmic/claude-investment-skills
Vector Retrieval and RAG Public

claude-memory-kit

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

LH8PPL/claude-memory-kit
Vector databaseRAGEmbeddings
Vector Retrieval and RAG Public

claude-session-continuity-mcp

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

leesgit/claude-session-continuity-mcp
Vector databaseRAGEmbeddings
Vector Retrieval and RAG Public

context-vault

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

fellanH/context-vault
Vector databaseRAGEmbeddings
MCP Tool Integration Public

datoon

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

andrii-su/datoon
MCPTool callingHost configuration
MCP Tool Integration Public

forgekit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

CodeWithJuber/forgekit
MCPTool callingHost configuration
MCP Tool Integration Public

hecateq-openagent

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

hecateq/hecateq-openagent
MCPTool callingHost configuration
MCP Tool Integration Public

mcp-agent-portal

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

rnd-pro/mcp-agent-portal
MCPTool callingHost configuration
MCP Tool Integration Public

membook

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

getmembook/membook
MCPTool callingHost configuration
Vector Retrieval and RAG Public

memgrep

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

darula-hpp/memgrep
Vector databaseRAGEmbeddings
MCP Tool Integration Public

presentation-md

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

isatimur/presentation-md
MCPTool callingHost configuration
MCP Tool Integration Public

purmemo-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

purmemo-ai/purmemo-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

skills-tree

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

SamoTech/skills-tree
MCPTool callingHost configuration
MCP Tool Integration Public

toolregistry-hub

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Oaklight/toolregistry-hub
MCPTool callingHost configuration
MCP Tool Integration Public

web-search-plus-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

robbyczgw-cla/web-search-plus-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

agentchat-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

agentchatme/agentchat-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

ai-agentic-mcpscan

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

IRsoctierDT/ai-agentic-mcpscan
MCPTool callingHost configuration
Vector Retrieval and RAG Public

ai-mind-map

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

shdra06/ai-mind-map
Vector databaseRAGEmbeddings
MCP Tool Integration Public

ai-orchestrator

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

csantisdev/ai-orchestrator
MCPTool callingHost configuration
MCP Tool Integration Public

atlas-cms

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mrt150683-lgtm/atlas-cms
MCPTool callingHost configuration
MCP Tool Integration Public

context-keeper

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jarmstrong158/context-keeper
MCPTool callingHost configuration
Vector Retrieval and RAG Public

contextforge-mcp

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

alfredoizdev/contextforge-mcp
Vector databaseRAGEmbeddings
MCP Tool Integration Public

copilot-sync

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

lvxiaoxin/copilot-sync
MCPTool callingHost configuration
MCP Tool Integration Public

cpp-quick-start-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

m-velikov/cpp-quick-start-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

decoy-scan

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

decoy-run/decoy-scan
MCPTool callingHost configuration
Tool Connections & Integrations Public

grok-faf-voice

Python SDK that gives xAI Grok Voice agents persistent memory across sessions, devices, and models. LiveKit-enabled. MIT licensed.

Wolfe-Jam/grok-faf-voice
MCP Tool Integration Public

hebbrix-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Hebbrix/hebbrix-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

hunch

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

davesheffer/hunch
MCPTool callingHost configuration
MCP Tool Integration Public

knitbrain

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

PDgit12/knitbrain
MCPTool callingHost configuration
MCP Tool Integration Public

loadout

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sukoji/loadout
MCPTool callingHost configuration
Vector Retrieval and RAG Public

local-memory-mcp

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

vheins/local-memory-mcp
Vector databaseRAGEmbeddings
MCP Tool Integration Public

loom

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mentiora-ai/loom
MCPTool callingHost configuration
Vector Retrieval and RAG Public

memrust

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

AIAnytime/memrust
Vector databaseRAGEmbeddings
Developer Workflow Public

mneme

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

aliildan/mneme
Developer workflowTask boardAgent collaboration
MCP Tool Integration Public

mnemo

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

DanceNitra/mnemo
MCPTool callingHost configuration
MCP Tool Integration Public

mnemon

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

nousergon/mnemon
MCPTool callingHost configuration
Research & Knowledge Management Public

neurostack

Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.

Abhinav1234abhinav/neurostack
MCP Tool Integration Public

oh-no-my-claudecode

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

adaline-ankit/oh-no-my-claudecode
MCPTool callingHost configuration
Software Development & Delivery Public

omniconductor

One workflow framework, every coding agent. Install your AI-coding discipline into Claude Code, Cursor, GitHub Copilot, Gemini CLI, Codex, and Windsurf from one tool-agnostic core. Apache 2.0.

lee77840/omniconductor
MCP Tool Integration Public

pulse

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

zbs-gg/pulse
MCPTool callingHost configuration
Software Development & Delivery Public

python-typelets

Type hints and utility objects for Python and Django projects.

beanbaginc/python-typelets
MCP Tool Integration Public

redis-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

YawLabs/redis-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

remembug-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

zaitanabil/remembug-cli
MCPTool callingHost configuration
MCP Tool Integration Public

sanook-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Sir-chawakorn/sanook-cli
MCPTool callingHost configuration
MCP Tool Integration Public

se-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

se-cli/se-cli
MCPTool callingHost configuration
Personal Workspace Public

skul

Manage project-scoped personal AI configuration bundles (skills, commands, agents) for AI coding tools while supporting both stealth (git-excluded) and tracked installation, with full support for Git worktrees.

sjquant/skul
Security Review & Permission Governance Public

vorim-agent-audit

Free AI agent code hygiene checker. Scans for hardcoded LLM keys, shared credentials, and long-lived permissions in TypeScript, JavaScript, and Python projects. By Vorim AI.

Vorim-AI-Labs/vorim-agent-audit
MCP Tool Integration Public

a2a-dm

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

shichuanqiong/a2a-dm
MCPTool callingHost configuration
MCP Tool Integration Public

acpx

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

openclaw/acpx
MCPTool callingHost configuration
MCP Tool Integration Public

add-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

neon-solutions/add-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

aegisdb

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

d4n-larsson/aegisdb
MCPTool callingHost configuration
MCP Tool Integration Public

agent-device

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

callstack/agent-device
MCPTool callingHost configuration
MCP Tool Integration Public

agentsmd-memory

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jryom/agentsmd-memory
MCPTool callingHost configuration
MCP Tool Integration Public

ai-dememory

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

GonzaloTorreras/ai-dememory
MCPTool callingHost configuration
MCP Tool Integration Public

anamnesis

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

oscardvs/anamnesis
MCPTool callingHost configuration
Security Review & Permission Governance Public

arcjet-js

Arcjet runtime security SDK for Next.js — bot protection, rate limiting, prompt injection detection, PII blocking, and WAF

arcjet/arcjet-js
Software Development & Delivery Public

boffin

**Boffin (npm: `boffinit`) is a staff-engineer control layer for AI coding

micsm/boffin
Software Development & Delivery Public

cactus-hybrid

Cactus Hybrid

cactus-compute/cactus-hybrid
MCP Tool Integration Public

chrome-devtools-axi

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

kunchenguid/chrome-devtools-axi
MCPTool callingHost configuration
Tool Connections & Integrations Public

claude-code-toolkit

Bootstrap projects with a production-ready Claude Code workflow in one command. Templates for .NET, Java, Python, Rust+Tauri, MAUI, or any language.

dagonet/claude-code-toolkit
MCP Tool Integration Public

clawskills

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Shanksg/clawskills
MCPTool callingHost configuration
Software Development & Delivery Public

cli

The official CLI for Lark/Feishu open platform

larksuite/cli
MCP Tool Integration Public

codebeam

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

clement-tourriere/codebeam
MCPTool callingHost configuration
MCP Tool Integration Public

context7

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

upstash/context7
MCPTool callingHost configuration
MCP Tool Integration Public

copilot-cli

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

github/copilot-cli
MCPTool callingHost configuration
MCP Tool Integration Public

cortex-mono

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Craigtut/cortex-mono
MCPTool callingHost configuration
Software Development & Delivery Public

crawlora-skills

Crawlora Agent Skills — structured public web data (search, e-commerce, social, finance, app stores, media, reviews) via the Crawlora REST API. Installable in any agent with the skills CLI or as a Claude Code plugin marketplace.

Crawlora-org/crawlora-skills
Security Review & Permission Governance Public

csec-node-agent

New Relic Security Agent for Node.js

newrelic/csec-node-agent
Security Review & Permission Governance Public

deepsec

`deepsec` an agent-powered vulnerability scanner that you can run in your own infrastructure, optimized to perform on-demand review of all code in existing

vercel-labs/deepsec
MCP Tool Integration Public

design-context-bridge

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

CristinaFores/design-context-bridge
MCPTool callingHost configuration
MCP Tool Integration Public

eling-agent

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

PatrickNoFilter/eling-agent
MCPTool callingHost configuration
MCP Tool Integration Public

firebase-tools

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

firebase/firebase-tools
MCPTool callingHost configuration
MCP Tool Integration Public

firecrawl-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

firecrawl/firecrawl-mcp-server
MCPTool callingHost configuration
MCP Tool Integration Public

gnosem

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

gnosem/gnosem
MCPTool callingHost configuration
Software Development & Delivery Public

graphrefly-py

Reactive harness layer for agent workflows. Describe automations in plain language, trace every decision, enforce policies, persist checkpoints. Python. Zero dependencies.

graphrefly/graphrefly-py
Software Development & Delivery Public

grepathy

**Make agent-written code reviewable.**

evansjp/grepathy
MCP Tool Integration Public

handoff-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

alphaelements/handoff-mcp
MCPTool callingHost configuration
Software Development & Delivery Public

kilocode

The AI coding agent built for the terminal. Generate code from natural language, automate tasks, and run terminal commands -- powered by 500+ AI models.

kilo-org/kilocode
MCP Tool Integration Public

Kira

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

aibenyclaude-coder/Kira
MCPTool callingHost configuration
LLM Application Framework Public

langgraphjs

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langgraphjs
LLM appsRAGTool calling
Vector Retrieval and RAG Public

Localbrain

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Tamariskwhisper962/Localbrain
Vector databaseRAGEmbeddings
Research & Knowledge Management Public

loopgain

**An open-source cost controller for AI agent loops.**

loopgain-ai/loopgain
Data Analysis & Investment Research Public

mantine-datatable

Mantine DataTable

icflorescu/mantine-datatable
MCP Tool Integration Public

MARK-SDK

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

emsoftanalytics/MARK-SDK
MCPTool callingHost configuration
MCP Tool Integration Public

mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

open-and-async/mcp
MCPTool callingHost configuration
MCP Tool Integration Public

mcp-config-audit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jiru-labs/mcp-config-audit
MCPTool callingHost configuration
MCP Tool Integration Public

mcptail

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Neal006/mcptail
MCPTool callingHost configuration
MCP Tool Integration Public

mentedb-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

nambok/mentedb-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

MnemoQ

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Mnemoq/MnemoQ
MCPTool callingHost configuration
Developer Workflow Public

neuralgentics

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

Veedubin/neuralgentics
Developer workflowTask boardAgent collaboration
Software Development & Delivery Public

nimic

Nimic is a pure Python module that facilitates writing AOT compilable code with a subset of Python (domain specific language), aiming to get C-level performance without leaving Python. Based on ctypes built-in module, it

dima-quant/nimic
Software Development & Delivery Public

node-newrelic

New Relic agent

newrelic/node-newrelic
MCP Tool Integration Public

node804-mcp-toolkit

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Node804/node804-mcp-toolkit
MCPTool callingHost configuration
Software Development & Delivery Public

officecli

> **OfficeCLI is the world's first and the best Office suite designed for AI agents.**

iofficeai/officecli
MCP Tool Integration Public

open-knowledge

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

inkeep/open-knowledge
MCPTool callingHost configuration
LLM Application Framework Public

openwiki

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/openwiki
LLM appsRAGTool calling
Research & Knowledge Management Public

pagecast

Preview local HTML reports, Markdown docs, and static mini apps, then publish

amal-david/pagecast
MCP Tool Integration Public

peon-mem

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

VineetV2/peon-mem
MCPTool callingHost configuration
Research & Knowledge Management Public

pxpipe

**Cut Claude Code's input tokens by rendering bulky context as images — the same system prompt, tool docs, and history, in a fraction of the tokens.**

teamchong/pxpipe
Software Development & Delivery Public

redux-toolkit

The official, opinionated, batteries-included toolset for efficient Redux development

reduxjs/redux-toolkit
MCP Tool Integration Public

saglitzdesign-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

HalidSaglam/saglitzdesign-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

scrapingdog-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

0pen1/scrapingdog-mcp
MCPTool callingHost configuration
Software Development & Delivery Public

scriptc

**Zero-runtime TypeScript.** scriptc compiles ordinary TypeScript into small, fast native executables — no Node, no V8, no JavaScript engine in the binary.

vercel-labs/scriptc
Vector Retrieval and RAG Public

searchlane

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

talocode/searchlane
Vector databaseRAGEmbeddings
MCP Tool Integration Public

second-brain-joplin

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jomkz/second-brain-joplin
MCPTool callingHost configuration
MCP Tool Integration Public

serpdive-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

serpdive/serpdive-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

shapelex

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

AldoDior/shapelex
MCPTool callingHost configuration
Software Development & Delivery Public

stagehand

An AI web browsing framework focused on simplicity and extensibility.

browserbase/stagehand
MCP Tool Integration Public

suggest-skills

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sator-imaging/suggest-skills
MCPTool callingHost configuration
Customer Communication & Team Operations Public

telecom-mas-agent

A conversational AI-driven telecom multi-agent system for managing call balances, push notifications, marketing, targeting, and sales.

darshanbmehta/telecom-mas-agent
MCP Tool Integration Public

thorondor

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

FeanorsCodeSL/thorondor
MCPTool callingHost configuration
MCP Tool Integration Public

total-recall

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

88plug/total-recall
MCPTool callingHost configuration
Data Analysis & Investment Research Public

tradememory-protocol

Provide persistent, outcome-weighted memory for AI trading agents to improve decision-making across sessions with the TradeMemory Protocol.

Eltano1985/tradememory-protocol
Vector Retrieval and RAG Public

valis-cli

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Todmy/valis-cli
Vector databaseRAGEmbeddings
MCP Tool Integration Public

verel

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

amitpatole/verel
MCPTool callingHost configuration
MCP Tool Integration Public

verifiable-memory-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

TemporalDynamics/verifiable-memory-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

visionaire-engine

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mi60dev/visionaire-engine
MCPTool callingHost configuration
MCP Tool Integration Public

web_search_mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

jimmytbc/web_search_mcp
MCPTool callingHost configuration
MCP Tool Integration Public

willow-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

rudi193-cmd/willow-mcp
MCPTool callingHost configuration
Software Development & Delivery Public

world-model-optimizer

World Model Optimizer

experientiallabs/world-model-optimizer
MCP Tool Integration Public

xurgo-atlas

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

JasonCoate/xurgo-atlas
MCPTool callingHost configuration