A curated directory of Model Context Protocol (MCP) servers, plus runnable reference implementations in Python.
☆76Oct 17, 2026Updated this week
Alternatives and similar repositories for Awesome-MCP-Servers
Users that are interested in Awesome-MCP-Servers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Best AI Agents builder using no code☆22Jan 23, 2025Updated last year
- A simple voice agent using FastRTC and Groq☆59May 16, 2025Updated last year
- ChatBot App built using LangChain and Lightning AI☆16Mar 4, 2023Updated 3 years ago
- Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while…☆26Aug 18, 2026Updated 2 months ago
- Question Answer Generation App from the documents. Primarily suited to Teachers and related Academia's posts.☆28Aug 11, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Find all of the resources from the developer events happening in the Microsoft India Developer Community.☆20Dec 1, 2020Updated 5 years ago
- ☆18Apr 30, 2025Updated last year
- AI Explans AI demo with a RAG application built using LangFlow and StreamLit☆14Apr 30, 2024Updated 2 years ago
- Flagship Model Context Protocol server for generating Product Requirement Documents (PRDs) from codebase context.☆36Mar 17, 2026Updated 7 months ago
- Learn Soroban with our AI assistant that generates smart contract templates based on real world use-cases☆127Aug 28, 2026Updated last month
- Techie Talks AI Youtube Channel Code Repo☆24May 1, 2025Updated last year
- Upgrades in deploying open-source Large Language Models (LLMs) on local inference servers using LM Studio and implements the Google Voic…☆14May 16, 2024Updated 2 years ago
- Парсинг OLX обьявлений с отправкой уведомлений через Telegram новых обьявлений.☆11Mar 22, 2022Updated 4 years ago
- A python package for decision-making algorithms☆10Jul 8, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MongoDB with Pymongo Tutorial☆10Apr 19, 2024Updated 2 years ago
- Langgraph-SelfPaced-Course Step by Step☆17Nov 20, 2025Updated 10 months ago
- Use Gemma3:4b model on Ollama to make a fully functional streamlit OCR App using Vibe Coding with Cursor Code Editor☆16Mar 17, 2025Updated last year
- MCP server for SQLite files. Supports Datasette-compatible metadata!☆27Jan 26, 2026Updated 8 months ago
- Self-improving AI agents using Agentic Context Engineering - A starter implementation with Google ADK☆22Oct 23, 2025Updated 11 months ago
- Multi Agents Orchestration Design Patterns☆22Sep 2, 2025Updated last year
- Repository of open knowledge about web scraping in Python☆13May 30, 2022Updated 4 years ago
- This is a Streamlit application that helps you chat with your audio file powered by Langchain, ChromaDB, and OpenAI.☆19May 14, 2023Updated 3 years ago
- Chat with your Letta agents over a low-latency voice connection. Advanced voice mode, but with advanced memory.☆27Jun 11, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Jan 5, 2023Updated 3 years ago
- Teknolojide İstihdam Projesi kapsamında verdiğim uygulamalı doğal dil işleme dersinin kod ve sunumlarını burada barındıracağım.☆14Jun 2, 2023Updated 3 years ago
- Simple Chainlit UI for running llms from Groq and LangChain☆17Feb 28, 2024Updated 2 years ago
- 🚀 RAG Python Chat Bot: Gemini, Ollama, Streamlit with LangChain magic! 🤖💬☆42Feb 14, 2024Updated 2 years ago
- MCP agent/client/server implementation for private knowledge base☆22May 19, 2025Updated last year
- ☆10Jul 20, 2023Updated 3 years ago
- 条件随机场(CRF)的pytorch实现☆10Mar 7, 2021Updated 5 years ago
- Delhi metro app with React Native TypeScript☆21Dec 6, 2022Updated 3 years ago
- Code archive for UCLA Arts Software Studio workshops☆14Aug 11, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Demonstrate using MCP with Pydantic AI framework☆13Mar 14, 2025Updated last year
- We meet to talk about Metaverse Development, and explore interoperability through intermediate formats like WASM.☆13Feb 28, 2024Updated 2 years ago
- ☆21Aug 28, 2026Updated last month
- Pebble on a Raspberry Pi Pico 2☆22Jul 2, 2026Updated 3 months ago
- ☆15Apr 2, 2024Updated 2 years ago
- A simple AI agent controlling a simulation of a smart home☆14Jun 13, 2024Updated 2 years ago
- This repo contains the demos for the google agent development kit tutorial on The AI Lifestyle channel.☆52May 17, 2025Updated last year