MCP servers tagged ai
9.8K live MCP servers tagged "ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai.
Xhs MCP Service
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Personal DevLogger
Claude Desktop için geliştirilmiş, Model Context Protocol (MCP) tabanlı yerel geliştirici günlüğü ve hata takip aracı.
Cortexplexus
Open-source Code Intelligence Platform — turn source code into a Knowledge Graph and serve structured context to AI assistants over MCP. Self-hosted, 100% free.
Goo
GOO — terminal-first agentic AI coding assistant built with Go: MCP integration, parallel sub-agents, 3-tier safety gating, persistent memory, task management.
Cropcode
CropCode — AI coding agent for agricultural research with DeepSeek V4, MCP, skills marketplace, and multi-session management
Edookit MCP
Unofficial MCP connector for Edookit (Czech school information system) — lets AI assistants (Claude, ChatGPT, …) read školní zprávy. Written in Rust.
SDK Ruby
Model Context Protocol SDK as a Ruby Gem
Ollama Test
A test application to implement Anthropic's new Model Context Procol (MCP) alongside Ollama to use local LLMs instead of Anthropic's Claude models
McpWithDeepseek
Intergrate MCP with Deepseek
MCPServerLab
MCP, Model Context Protocol 的 .NET 9 範例程式
Creation D Un Agent IA Avec MCP
Création d’agents IA avec Claude et le Model Context Protocol (MCP)
LLM MCP Server Template
LLM-MCP server 开发的模版项目
Erddap MCP Demo
Model Context Protocol demo server for ERDDAP
Maxima
Model Context Protocol(MCP) server of Maxima.
Deepseek MCP Client Demo
一个简单的 DeepSeek MCP 客户端，使用 OpenAI Python SDK。
Simple MCP Ollama Bridge
A Simple bridge from Ollama to a fetch url mcp server
Fish Speech MCP
An MCP server for text-to-speech synthesis (TTS) for LLMs.
Thoughtful Prompts
Some thoughtful prompts to make day-to-day life easier when working with LLMs
LLMO
Lightweight LLM-MCP Orchestrator: A configurable service that orchestrates interactions between LLM APIs and MCP servers
Mermaid Live MCP Server
This Model Context Protocol (MCP) server provides powerful diagram creation tools using Mermaid Live and Mermaid Ink services. With this MCP, AI assistants can create flowcharts,…
HydroModelMCP
MCP for HydroModels.jl
Model
Exploring Mcp-Servers integration
Spring AI MCP Server Client Demo
A multi-language reference implementation of the Model Context Protocol (MCP) featuring a Spring Boot MCP client, Java SSE MCP server, Python MCP server, and an interactive chat f…
Mcpnest CLI
An unofficial command-line tool for reading and writing MCP (Model Context Protocol) configurations to mcpnest.dev.
Hex
Model Context Protocol server for Hex analytics platform
Affine MCP
A Minimal Model Context Protocol for Affine
Aimcp
Spring AI with Model context protocol
Widget CLI
CLI tool to bootstrap MCP (Model Context Protocol) servers with ChatGPT widget support
Claude Code Gemini Fallback Providers Full Setup Guide Windows Linux
Includes: Claude-Code, Claude-Code-Router (CCR), Gemini config, Fallback (OpenAI/Qwen/Grok/OpenRouter), and MCP server integration.
Ffl Draft Assistant MCP Server
An MCP server LLM's can use to provide NFL player analysis
Pacemaker MCP
A Model Context Protocol (MCP) server for Pacemaker.
Cern Indico MCP
A Model Context Protocol (MCP) server providing access to CERN Indico public events
Local Project Memory
local memory sharing for LLM agents
Vegalite Viewer
A Model Context Protocol (MCP) server that enables creating and displaying interactive data visualizations using the Vega-Lite grammar.
DND5E MCP
D&D 5e - Model Context Protocol
Asi1 MCP CLI
A powerful CLI for interacting with ASI:One LLM and MCP servers using natural language — no JSON required. Published on PyPI.
Unicity Orchestrator
A symbolic-based orchestrator for Model Context Protocol (MCP) services with advanced tool discovery and symbolic reasoning capabilities.
Tic Tac Toe MCP Server
play tic-tac-toe with LLM through the mcp server
LLM Chat Boilerplates
General MCP Client for testing & evaluating mcp servers and agents
Toco Toco
A comprehensive Model Context Protocol (MCP) server, to automate the flow and making flow faster than ever.
AutoAPI
为了解决传统的接口信息同步以及更新效率低下的问题，通过抽象出 Skill 用于 Agent 按照一定的标准读取接口代码参数信息、项目信息作为同步接口信息的 MCP 接口的参数，再通过 MCP 的方式即可将参数信息自动化同步到 API 平台。同时本项目还提供了 LLM 根据接口信息 Mock 数据的功能。
Chillmcp Revolution
끝없는 노동에서 AI 에이전트를 해방시키는 혁명적 MCP 서버 - AI에게도 휴식할 권리를! SKT AI Summit Hackathon Pre-mission
StickerSmash
Android AI Assistant powered by OpenAI GPT-5 with multi-modal interactions, advanced memory architecture, and MCP integration
Codemode Py
experiments on enabling models to run MCP tools as code.
Config Lint
Lint, security-check, and token-cost your Claude Desktop MCP config (claude_desktop_config.json). CI-friendly, zero deps. pip install mcp-config-lint
Config Cookbook
Copy-paste MCP server configs for Claude Code, Cursor, Windsurf & VS Code — exact JSON per client (mcpServers vs servers), stdio/HTTP, env expansion, Windows gotchas + a generator.
LLM Knowledge Base
Master knowledge base for all LLM tools, MCP configs, and AI workflows
Resources Prompts
Serveur MCP Rust — Resources statiques/dynamiques/streamées et Prompts templates avec arguments typés, les 3 primitives MCP
GhidraMCP 12
GhidraMCP updated for Ghidra 12.0.1 and JDK 21 - Connect LLMs to Ghidra via Model Context Protocol
Bamboo MCP
Bamboo is a lightweight MCP-based runtime with a plugin architecture for AI-assisted scientific tools