Evidence-backed Context

MCP Tool Integration Public

markitdown

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

MCPTool callingHost configuration

LLM Application Framework Public

langchain

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

LLM appsRAGTool calling

Web Data Extraction Public

firecrawl

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

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.

Software Development & Delivery Public

codex

Lightweight coding agent that runs in your terminal

Software Development & Delivery Public

OpenHands

🙌 OpenHands: AI-Driven Development

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.

Generative UIFrontend agentsReact

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.

Data Analysis & Investment Research Public

OpenBB

Financial data platform for analysts, quants and AI agents.

Data and AI Pipeline Public

pathway

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

Data pipelineAI workflowState management

Workflow Automation Public

autogen

A programming framework for agentic AI

Software Development & Delivery Public

OpenSpec

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

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.

Customer and Team Operations Public

twenty

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

CRMLow-codeTeam workflows

Research & Knowledge Management Public

llama_index

LlamaIndex is the leading document agent and OCR platform

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.

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.

Software Development & Delivery Public

trivy

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

Software Development & Delivery Public

marker

Convert PDF to markdown + JSON quickly with high accuracy

Data Analysis & Investment Research Public

Vane

Vane is an AI-powered answering engine.

MCP Tool Integration Public

continue

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

MCPTool callingHost configuration

Vector Retrieval and RAG Public

conductor

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

Vector databaseRAGEmbeddings

Vector Retrieval and RAG Public

sim

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

Vector databaseRAGEmbeddings

Agent SDK and Runtime Public

composio

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

Agent SDKTool callsHandoffs

Vector Retrieval and RAG Public

chroma

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

smolagents

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

MCPTool callingHost configuration

Research & Knowledge Management Public

gitleaks

Find secrets with Gitleaks 🔑

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.

MCP Tool Integration Public

graphiti

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

MCPTool callingHost configuration

Developer Workflow Public

vibe-kanban

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

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.

MCPTool callingHost configuration

Software Development & Delivery Public

trufflehog

Find, verify, and analyze leaked credentials

Software Development & Delivery Public

shields

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

Data and AI Pipeline Public

fastmcp

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

Data pipelineAI workflowState management

MCP Tool Integration Public

crush

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

MCPTool callingHost configuration

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.

Personal Workspace Public

letta

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

MCP Tool Integration Public

marimo

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

MCPTool callingHost configuration

Tool Connections & Integrations Public

MaxKB

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

Software Development & Delivery Public

peft

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

MCP Tool Integration Public

owl

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

MCPTool callingHost configuration

LLM Application Framework Public

langchainjs

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

LLM appsRAGTool calling

Software Development & Delivery Public

olmocr

Toolkit for linearizing PDFs for LLM datasets/training

Data and AI Pipeline Public

dagster

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

Data pipelineAI workflowState management

Data Analysis & Investment Research Public

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

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.

Developer Workflow Public

trigger.dev

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

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.

Tool Connections & Integrations Public

outlines

Structured Outputs

MCP Tool Integration Public

midscene

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

MCPTool callingHost configuration

Software Development & Delivery Public

tvm

Open Machine Learning Compiler Framework

Software Development & Delivery Public

instructor

structured outputs for llms

Vector Retrieval and RAG Public

txtai

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

Vector databaseRAGEmbeddings

Visual & Multimedia Creation Public

HunyuanVideo

HunyuanVideo: A Systematic Framework For Large Video Generation Model

Developer Workflow Public

encore

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

Developer workflowTask boardAgent collaboration

Vector Retrieval and RAG Public

turbovec

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

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.

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.

MCP Tool Integration Public

humanlayer

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

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.

Tool Connections & Integrations Public

PocketFlow

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

Software Development & Delivery Public

LTX-Video

Official repository for LTX-Video

Research & Knowledge Management Public

openvino

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

Developer Workflow Public

ckeditor5

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

Developer workflowTask boardAgent collaboration

Software Development & Delivery Public

metaflow

Build, Manage and Deploy AI/ML Systems

MCP Tool Integration Public

mcp-use

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

MCPTool callingHost configuration

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.

Research & Knowledge Management Public

paper-qa

High accuracy RAG for answering questions from scientific documents with citations

MCP Tool Integration Public

mcp-agent

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

MCPTool callingHost configuration

Security Review & Permission Governance Public

garak

the LLM vulnerability scanner

MCP Tool Integration Public

Upsonic

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

MCPTool callingHost configuration

Data Analysis & Investment Research Public

flyte

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

MCP Tool Integration Public

OpenSpace

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

MCPTool callingHost configuration

Data and AI Pipeline Public

marvin

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

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

MCP Tool Integration Public

genkit

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

MCPTool callingHost configuration

Research & Knowledge Management Public

minisearch

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

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.

Generative UIFrontend agentsReact

Software Development & Delivery Public

potpie

Spec-driven development for large codebases

Software Development & Delivery Public

zenml

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

Research & Knowledge Management Public

TaskingAI

The open source platform for AI-native application development.

Vector Retrieval and RAG Public

superduper

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

honcho

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

MCPTool callingHost configuration

Agent SDK and Runtime Public

agents

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

Agent SDKTool callsHandoffs

MCP Tool Integration Public

exa-mcp-server

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

MCPTool callingHost configuration

Research & Knowledge Management Public

ragapp

The easiest way to use Agentic RAG in any enterprise

MCP Tool Integration Public

notion-mcp-server

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

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.

MCPTool callingHost configuration

Software Development & Delivery Public

AdalFlow

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

Tool Connections & Integrations Public

yacy_search_server

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

MCP Tool Integration Public

excel-mcp-server

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

MCPTool callingHost configuration

MCP Tool Integration Public

SimpleMem

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

MCPTool callingHost configuration

MCP Tool Integration Public

Unity-MCP

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

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.

Data Analysis & Investment Research Public

sqlmesh

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

Personal Workspace Public

ReMe

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

Tool Connections & Integrations Public

fastembed

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

Research & Knowledge Management Public

tinysearch

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

MCP Tool Integration Public

notebooklm-mcp

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

MCPTool callingHost configuration

Research & Knowledge Management Public

Jets.js

Native CSS search engine

Vector Retrieval and RAG Public

trieve

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

Vector databaseRAGEmbeddings

Research & Knowledge Management Public

OpenKB

OpenKB: Open LLM Knowledge Base

MCP Tool Integration Public

google_workspace_mcp

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

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.

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.

Software Development & Delivery Public

code-interpreter

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

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).

Vector Retrieval and RAG Public

LLMStack

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

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.

MCPTool callingHost configuration

Research & Knowledge Management Public

MiniRAG

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

Vector Retrieval and RAG Public

yt-fts

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

Vector databaseRAGEmbeddings

LLM Application Framework Public

langmem

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

LLM appsRAGTool calling

Vector Retrieval and RAG Public

korvus

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

Vector databaseRAGEmbeddings

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.

Software Development & Delivery Public

ragflow-plus

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

Vector Retrieval and RAG Public

qdrant-client

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

Vector databaseRAGEmbeddings

Research & Knowledge Management Public

RAGxplorer

Open-source tool to visualise your RAG 🔮

Vector Retrieval and RAG Public

neo4j-graphrag-python

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

Vector databaseRAGEmbeddings

Research & Knowledge Management Public

autollm

Ship RAG based LLM web apps in seconds.

Software Development & Delivery Public

spacy-layout

📚 Process PDFs, Word documents and more with spaCy

Software Development & Delivery Public

mistral-common

Official inference library for pre-processing of Mistral models

Software Development & Delivery Public

pipelex

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

Software Development & Delivery Public

djblets

A collection of useful extensions for Django.

Vector Retrieval and RAG Public

agent-memory-server

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

OpenHands-CLI

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

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.

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.

MCPTool callingHost configuration

Software Development & Delivery Public

ReviewBot

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

Vector Retrieval and RAG Public

ToM-SWE

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

Vector databaseRAGEmbeddings

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.

MCP Tool Integration Public

model-compose

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

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!

MCP Tool Integration Public

instar

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

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.

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.

MCPTool callingHost configuration

Software Development & Delivery Public

kgb

Python function spy support for unit tests

Software Development & Delivery Public

filecoin-pin

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.

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.

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.

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.

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.

MCPTool callingHost configuration

MCP Tool Integration Public

omni-ai-mcp

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

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.

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.

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.

MCPTool callingHost configuration

Research & Knowledge Management Public

grainulation

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

Vector Retrieval and RAG Public

tela

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

coding-ethos

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

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.

MCPTool callingHost configuration

Software Development & Delivery Public

python-registries

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

Vector Retrieval and RAG Public

Vex

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

Vector databaseRAGEmbeddings

Vector Retrieval and RAG Public

inspeximus

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

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.

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.

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.

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.

MCPTool callingHost configuration

Vector Retrieval and RAG Public

CodeAtlas

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

nucleus-mcp

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

MCPTool callingHost configuration

MCP Tool Integration Public

datoon

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

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.

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.

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.

MCPTool callingHost configuration

MCP Tool Integration Public

presentation-md

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

MCP Tool Integration Public

hebbrix-mcp

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

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.

MCPTool callingHost configuration

Vector Retrieval and RAG Public

memrust

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

Vector databaseRAGEmbeddings

MCP Tool Integration Public

mnemo

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

MCPTool callingHost configuration

Software Development & Delivery Public

python-typelets

Type hints and utility objects for Python and Django projects.

MCP Tool Integration Public

redis-mcp

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

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.

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.

MCP Tool Integration Public

a2a-dm

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

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.

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.

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.

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.

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

Software Development & Delivery Public

boffin

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

Software Development & Delivery Public

cactus-hybrid

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.

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.

MCP Tool Integration Public

clawskills

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

MCPTool callingHost configuration

Software Development & Delivery Public

cli

The official CLI for Lark/Feishu open platform

MCP Tool Integration Public

context7

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

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.

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.

MCPTool callingHost configuration

Security Review & Permission Governance Public

csec-node-agent

New Relic Security Agent for Node.js

MCP Tool Integration Public

gnosem

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

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.

Software Development & Delivery Public

grepathy

**Make agent-written code reviewable.**

MCP Tool Integration Public

handoff-mcp

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

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.

MCP Tool Integration Public

Kira

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

MCPTool callingHost configuration

Research & Knowledge Management Public

loopgain

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

Data Analysis & Investment Research Public

mantine-datatable

Mantine DataTable

MCP Tool Integration Public

mcp

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

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.

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.

MCPTool callingHost configuration

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

Software Development & Delivery Public

node-newrelic

New Relic agent

MCP Tool Integration Public

node804-mcp-toolkit

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

MCPTool callingHost configuration

Software Development & Delivery Public

officecli

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

MCP Tool Integration Public

open-knowledge

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

MCPTool callingHost configuration

LLM Application Framework Public

openwiki

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

LLM appsRAGTool calling

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.**

Software Development & Delivery Public

redux-toolkit

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

MCP Tool Integration Public

saglitzdesign-mcp

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

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.

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.

Vector Retrieval and RAG Public

searchlane

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

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.

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.

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.

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.

MCP Tool Integration Public

verel

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

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.

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.

MCPTool callingHost configuration

MCP Tool Integration Public

xurgo-atlas

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

MCPTool callingHost configuration