MCP Tool Integration
Public
superpowers
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Category preview
Software Development & Delivery
Open-source AI capabilities for coding, testing, debugging, code review, and delivery workflows.
Developer Workflow
Public
hermes-agent
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
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
Software Development & Delivery
Public
gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
Software Development & Delivery
Public
codex
Lightweight coding agent that runs in your terminal
Vector Retrieval and RAG
Public
claude-mem
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
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
MCP Tool Integration
Public
caveman
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
MCP Tool Integration
Public
Scrapling
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
cline
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
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
Software Development & Delivery
Public
OpenSpec
Spec-driven development (SDD) for AI coding assistants.
Software Development & Delivery
Public
prettier
Prettier is an opinionated code formatter.
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
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
Software Development & Delivery
Public
dspy
DSPy: The framework for programming—not prompting—language models
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.
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.
Generative UIFrontend agentsReact
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
Developer Workflow
Public
vibe-kanban
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
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
Vector Retrieval and RAG
Public
OpenViking
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
serena
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
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
Software Development & Delivery
Public
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
MCP Tool Integration
Public
adk-python
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
LLM Application Framework
Public
langchainjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Agent SDK and Runtime
Public
pydantic-ai
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
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
Software Development & Delivery
Public
floci
Light, fluffy, and always free - The AWS Local Emulator alternative
Software Development & Delivery
Public
memU
From workspace to agent memory
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
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
Software Development & Delivery
Public
botkit
Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.
Software Development & Delivery
Public
reader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
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
Software Development & Delivery
Public
LTX-Video
Official repository for LTX-Video
Software Development & Delivery
Public
cocoindex
Incremental engine for long horizon agents 🌟 Star if you like it!
Developer Workflow
Public
ckeditor5
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
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.
ObservabilityEvaluationQuality metrics
Software Development & Delivery
Public
metaflow
Build, Manage and Deploy AI/ML Systems
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
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.
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!
Software Development & Delivery
Public
EverOS
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
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
Observability and Evaluation
Public
evidently
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
MCP Tool Integration
Public
ClawRouter
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
MCPTool callingHost configuration
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
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.
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
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.
MCP Tool Integration
Public
zep
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
MCPTool callingHost configuration
Software Development & Delivery
Public
memory-lancedb-pro
Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
Software Development & Delivery
Public
AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
Vector Retrieval and RAG
Public
rocketride-server
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
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
Vector Retrieval and RAG
Public
prompttools
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Software Development & Delivery
Public
code-interpreter
Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app
MCP Tool Integration
Public
hivemind
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
minutes
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
ragflow-plus
ragflow-plus is a Doramagic preview pack compiled from public project evidence and validation signals.
MCP Tool Integration
Public
chunkhound
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
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
kernels
Build compute kernels and load them from the Hub.
MCP Tool Integration
Public
cavemem
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
djblets
A collection of useful extensions for Django.
Software Development & Delivery
Public
vite-plugin-top-level-await
Transform code to support top-level await in normal browsers for Vite.
MCP Tool Integration
Public
plur
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
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.
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.
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
remnic
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
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!
Software Development & Delivery
Public
kgb
Python function spy support for unit tests
Software Development & Delivery
Preview
agent-skills
You.com skills and plugins for web search, content extraction, research, finance, and integration discovery, helping AI agents build with up-to-date web context.
Software Development & Delivery
Preview
gptme-agent-template
Agent workspace template for gptme - create persistent autonomous agents that build, learn, socialize, and assist you with whatever you need.
MCP Tool Integration
Public
EGC
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
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
MCP Tool Integration
Public
palinode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
filecoin-pin
Filecoin Pin
Agent SDK and Runtime
Public
agentic-swmm-workflow
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
MCP Tool Integration
Public
memex
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
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.
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.
MCPTool callingHost configuration
Developer Workflow
Public
Velune-CLI
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
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
termyte
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
agentassay
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Software Development & Delivery
Public
python-registries
Create registries managing collections of classes or objects, for more extensible and maintainable codebases.
MCP Tool Integration
Public
create-vkm-kit
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
MCPTool callingHost configuration
MCP Tool Integration
Public
daedalus
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
kioku-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
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
membook
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
memgrep
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
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
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
hunch
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
Developer Workflow
Public
mneme
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
MCP Tool Integration
Public
mnemon
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
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.
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.
MCP Tool Integration
Public
pulse
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
remembug-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
sanook-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
acpx
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
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
Software Development & Delivery
Public
cli
The official CLI for Lark/Feishu open platform
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
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.
MCP Tool Integration
Public
firebase-tools
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.**
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.
LLM Application Framework
Public
langgraphjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Developer Workflow
Public
neuralgentics
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
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
Software Development & Delivery
Public
node-newrelic
New Relic agent
Software Development & Delivery
Public
officecli
> **OfficeCLI is the world's first and the best Office suite designed for AI agents.**
LLM Application Framework
Public
openwiki
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Software Development & Delivery
Public
redux-toolkit
The official, opinionated, batteries-included toolset for efficient Redux development
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.
MCP Tool Integration
Public
shapelex
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
stagehand
An AI web browsing framework focused on simplicity and extensibility.
MCP Tool Integration
Public
suggest-skills
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
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.
MCPTool callingHost configuration
Software Development & Delivery
Public
world-model-optimizer
World Model Optimizer