MCP Servers Hub ⭐
# MCP Servers Hub ⭐ <div align="center"> <img src="assets/mcp-hub-banner.png" alt="MCP Servers Hub Banner" width="800px">…
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Ollama Hive MCP Server
# Ollama Hive MCP Server A TypeScript-based Model Context Protocol (MCP) server that integrates with Ollama models using LangChain. This server provides tools…
MCP Servers for Developers
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
AI Agent Starter with PydanticAI and MCP
# AI Agent Starter with PydanticAI and MCP A base project using PydanticAI’s Agent API. Connects to any LLM provider (such as OpenAI, Groq, Azure OpenAI, etc.)…
MCP Server and Tools
# MCP Server and Tools MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and…
🤗 Hugging Face MCP Server 🤗
# 🤗 Hugging Face MCP Server 🤗 [](https://smithery.ai/server/@shreyaskarnik/hug…
1、前言
1、前言 is a tutorial-style guide for setting up a local MCP (Model Context Protocol) server using Ollama and CherryStudio, aimed at developers who want to…
LLM Wrapper MCP Server
Allow any MCP-capable LLM agent to communicate with or delegate tasks to any other LLM available through the OpenRouter.ai API.
Python 从0到1构建MCP Server & Client
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
Bright Data MCP
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
🧠 Ultimate MCP Server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and…
DeepMyst MCP Server
An MCP server that allow you to talk to DeepMyst and perform collaboration between LLMs using our Gateway, Router and Token Optimization
Database MCP Server
A Model Context Protocol (MCP) server that provides tools for connecting to and interacting with various database systems, including SQLite, PostgreSQL…
Undesirables Mcp Server
Zero-trust, local-first FastMCP core for The Undesirables. 35+ offline AI agent tools: TCG card grading, conformal risk forecasts (Safe-Hold/Momentum grades)…
Perplexity MCP Server
The Perplexity MCP Server is a Node.js implementation of Anthropic's Model Context Protocol (MCP) that enables Claude to interact with Perplexity's language…
Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident…
🚀 MCP-Ollama Server
Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while keeping data private…
Paigy
Text, push, or call your phone when an agent needs input mid-task. Reply by voice instead of babysitting a long-running or blocked terminal.
MCP Docling Server
An MCP server to help you "play with your documents" via Docling 🐥
Unsloth MCP Server
An MCP server for Unsloth - a library that makes LLM fine-tuning 2x faster with 80% less memory
🚀 MCP File System API
MCP implementation code that sets up the server, integrates the LLaMA model for summarization, and serves it via a Flask application.
🤖 Claude AI Documentation Assistant 📚
# 🤖 Claude AI Documentation Assistant 📚 <div align="center"> 
Cairn
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
LNR Server 01: Input Data Processing
This server contains 6 tools. It could be used to process data for lifeline network recovery (LNR). It has been tested in a case of Shelby County.