MCP Apps & Servers

OpenAPI MCP Server

sagenkoder

Enables LLMs to explore and interact with any API by providing a structured interface for OpenAPI specifications.

MCP Primer

austenstone

Renders GitHub's Primer React design system components inline in AI conversations. 272 auto-discovered components with full GitHub light/dark theming.

BackpackFlow

pyrotank41

TypeScript-first, config-driven LLM framework for building observable AI agents with Git-like state management.

ontomics

EtienneChollet

Extract domain knowledge and behavioral logic from codebases to reduce LLM token use by 20x and accelerate agentic search.

Professional Context Engine

hrirkslab

Rust-based MCP server for organizing and serving structured project context from a local SQLite database to AI tools.

MCP Generator

christopherdond

Automate MCP server creation by transforming OpenAPI v3 specs into ready-to-use TypeScript or Python projects.

kopipasta

mkorpela

Explicit context control and interactive patching CLI for terminal-centric LLM development workflows.

Code-Graph-RAG

vitali87

Multi-language codebase RAG using knowledge graphs and Tree-sitter for precise AI-powered code analysis and editing.

NanoResearch

openraiser

Autonomous AI research engine that executes real GPU experiments and generates complete LaTeX papers with actual data.

Zero Config CLI Bridge

hatyibei

Expose local authenticated CLI tools as MCP tools without needing API keys or manual configuration.

Digitakt MIDI MCP

feamster

Control Elektron Digitakt II via MIDI using MCP, including track triggering, parameter automation, and sequence export.

CodeN

mingzhi1

AI programming system orchestrating multiple LLMs via a state-managed kernel with a focus on rigorous planning and verification.

Domain Search MCP

dorukardahan

Zero-config domain availability checks with AI-powered brandable name suggestions and premium detection.

FastMCP Dynamic Tools

mlim1972

PoC for creating MCP tools dynamically from REST APIs and programmatic registration.

AI Team OS

cronusl-1141

Autonomous multi-agent operating system for Claude Code with 108 MCP tools, task walls, and self-evolving failure alchemy.

wmux

openwong2kim

Native Windows terminal multiplexer for AI agents with built-in browser automation and MCP bridge. No WSL required.

Faucet

faucetdb

Turn any SQL database into a secure REST API and MCP server with role-based access control.

MCP Airflow API

call518

Manage Apache Airflow workflows using natural language via a comprehensive MCP server integration.

Gemini MCP Tool

jamubc

Connect AI assistants to Google Gemini CLI to leverage massive token windows for large-scale codebase and file analysis.

Open Deep Research Training

openpipe

Train high-performance deep research agents using GRPO and SFT to exceed Sonnet 4 capabilities.

Codebox RMCP

factruesolin

Remote Python code execution service built with Rust and MCP.

pprof-mcp-agent

yudppp

Real-time Go runtime profiling data delivered via MCP for deep performance analysis and debugging.

Safari MCP

achiya-automation

Native macOS Safari browser automation with 80 tools via AppleScript and WebKit, keeping your real logins and sessions.

Sandbox MCP

pottekkat

Run any code safely in isolated Docker containers, preventing untested code from affecting your local system.

Rethunk MCP for TypeScript

rethunk-ai

Production-grade MCP server for TypeScript featuring code inspection and atomic git commits with intelligent validation.

Dune Analytics MCP

kukapay

Bridge Dune Analytics data to AI agents for real-time blockchain data and query results.