Project Capability

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

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

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

prettier

Prettier is an opinionated code formatter.

Developer Workflow Public

siyuan

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

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.

MCP Tool Integration Public

GitNexus

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

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.

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

LLM Application Framework Public

langgraph

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

LLM appsRAGTool calling

Vector Retrieval and RAG Public

sim

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

Vector databaseRAGEmbeddings

Research & Knowledge Management Public

gitleaks

Find secrets with Gitleaks 🔑

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

Tool Connections & Integrations Public

kestra

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

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

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

kotaemon

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

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.

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.

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

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

Data Analysis & Investment Research Public

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

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.

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.

Generative UIFrontend agentsReact

Software Development & Delivery Public

tvm

Open Machine Learning Compiler Framework

Software Development & Delivery Public

instructor

structured outputs for llms

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.

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

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

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

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

Research & Knowledge Management Public

paper-qa

High accuracy RAG for answering questions from scientific documents with citations

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!

Security Review & Permission Governance Public

garak

the LLM vulnerability scanner

Security Review & Permission Governance Public

bandit

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

Tool Connections & Integrations Public

agent-squad

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

Observability and Evaluation Public

evidently

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

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.

Research & Knowledge Management Public

feast

The Open Source Feature Store for AI/ML

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

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

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

MCP Tool Integration Public

XcodeBuildMCP

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

MCPTool callingHost configuration

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

Tool Connections & Integrations Public

RouteLLM

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

MCP Tool Integration Public

Kiln

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.

Customer Communication & Team Operations Public

detect-secrets

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

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

Software Development & Delivery Public

AdalFlow

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

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

CodeGraphContext

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.

Tool Connections & Integrations Public

fastembed

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

Software Development & Delivery Public

OSWorld

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

Research & Knowledge Management Public

OpenKB

OpenKB: Open LLM Knowledge Base

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).

Research & Knowledge Management Public

MiniRAG

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

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

Research & Knowledge Management Public

RAGxplorer

Open-source tool to visualise your RAG 🔮

MCP Tool Integration Public

arkon

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

MCPTool callingHost configuration

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

kernels

Build compute kernels and load them from the Hub.

MCP Tool Integration Public

pipenet

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-opfor

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

OpenHands-CLI

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

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

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.

MCP Tool Integration Public

sync-worktrees

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-Platform

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

langsmith-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

fabric-dw-mcp-cli

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

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.

MCP Tool Integration Public

Supersurf

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

MCPTool callingHost configuration

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

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

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

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

ai-agentic-mcpscan

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-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

Software Development & Delivery Public

python-typelets

Type hints and utility objects for Python and Django projects.

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

add-mcp

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

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

copilot-cli

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

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

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

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

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

mcp-config-audit

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

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.**

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

pagecast

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

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

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

visionaire-engine

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

MCPTool callingHost configuration