The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

WordPress MCP Ultimate — Full MCP server with 58 WordPress abilities. Connect WordPress to any AI via Model Context Protocol.

Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

A curated list of excellent Model Context Protocol (MCP) servers.

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

Rails Engine with MCP compliant Spec.

An MCP server that integrates with gpt-image-1 & Gemini imagen4 model for text-to-image generation services

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

An interactive CLI for scaffolding ready-to-develop MCP servers and clients in TypeScript or JavaScript.

A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Sage Mode for F# development — REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.

Telegram MCP gateway for AI agents: 8 tools, multi-tenant HTTP/stdio, MTProto

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.