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An interactive Formula 1 race visualisation and data analysis tool built with Python! 🏎️

Python 3,407 399 Updated Dec 19, 2025

The official Rust SDK for the Model Context Protocol

Rust 2,726 425 Updated Dec 18, 2025

A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.

Rust 126 20 Updated Dec 15, 2025

awesome github repos

46 2 Updated Dec 19, 2025

Turn a web server into an MCP server in one click without making any code changes.

Rust 154 29 Updated Oct 30, 2025

Visualize Ownership and Lifetimes in Rust

Rust 4,906 112 Updated Dec 15, 2025

An transformer based LLM. Written completely in Rust

Rust 2,999 254 Updated Oct 10, 2025

12 Lessons to Get Started Building AI Agents

Jupyter Notebook 47,264 16,232 Updated Dec 19, 2025

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

Rust 832 60 Updated Dec 19, 2025

A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources…

TypeScript 30 7 Updated Feb 21, 2025

Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, OCR, async ingestion).

Python 4 1 Updated Nov 22, 2025

A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG engine using LightRAG

Python 29 3 Updated Jul 16, 2025

🚀 The fast, Pythonic way to build MCP servers and clients

Python 21,299 1,585 Updated Dec 19, 2025

Universal memory layer for AI Agents

Python 44,469 4,829 Updated Dec 17, 2025

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers buildi…

TypeScript 1,081 136 Updated Oct 9, 2025

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

Python 981 106 Updated Dec 6, 2025

A collection of MCP servers.

76,938 6,534 Updated Dec 15, 2025

Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.

JavaScript 66 6 Updated Jun 6, 2025

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

Python 61 15 Updated Aug 6, 2025

⚙️🦀 Build modular and scalable LLM Applications in Rust

Rust 5,194 590 Updated Dec 19, 2025

Visual testing tool for MCP servers

TypeScript 8,003 1,056 Updated Dec 19, 2025

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

Python 150 36 Updated Jan 31, 2025
Python 1 1 Updated Oct 17, 2025

Introduction to Machine Learning Systems

JavaScript 11,022 1,236 Updated Dec 18, 2025

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

TypeScript 10,895 2,008 Updated Dec 17, 2025

Command line AI assistant written in Nim

Nim 22 Updated Dec 15, 2025

A Nim library to easily make MCP servers for use by LLMs

Nim 17 2 Updated Sep 1, 2025

An open-source AI agent that brings the power of Gemini directly into your terminal.

TypeScript 88,013 10,085 Updated Dec 19, 2025

The Legrand Orange Book template in Pandoc/LaTeX

TeX 11 1 Updated Aug 1, 2021

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

JavaScript 4,257 1,040 Updated Dec 6, 2025
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