MCP servers tagged mcp
61K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Simple Memory MCP
A lightweight Model Context Protocol (MCP) server that provides persistent knowledge graph storage for AI assistants. Enables AI agents to maintain memory across sessions through…
Shepherd
An interactive multi-backend LLM runtime with intelligent cache eviction and persistent retrieval-augmented memory.
Skills
Provide reusable skills, agents, and commands for Claude Code to improve workflow and iOS UX design with clear structure and integration.
ChatBot
Multi-provider chatbot with Model Context Protocol integration. OpenAI, Anthropic, Google, Cohere, Ollama, Grok, Mistral, Perplexity.
Server
Vreko MCP server — codebase intelligence via Model Context Protocol.
Agent Kit
The easiest way to create MCP servers, AI agents, and chatbots with any LLM
Rag
Turn any codebase into a searchable knowledge base for AI coding assistants. Config-driven RAG pipeline + MCP server with hybrid semantic/keyword search.
Evidence Map
MCP-first review and evidence-mapping harness for AI-generated and human-drafted deliverables.
AI News Aggregator Template
Self-hostable personal AI news feed — GitHub/Reddit/X -> Claude curation -> daily 2-bucket Telegram digest with thumbs up/down learning + an MCP server to query your archive from…
Agentic Vehicle Copilot
An AI-powered Vehicle Copilot using RAG, FAISS, Gemini, and a multi-agent architecture for vehicle diagnostics and safety recommendations.
Career Copilot
Automate your job search and application process using AI to track listings and tailor resumes for specific roles.
Skills Best Practices
Provide clear guidelines for building, validating, and organizing efficient agent skills with focused context management.
Nifi MCP Universal
HTTP MCP-шлюз для NiFi с dashboard
Sentinel Fraud Detection
A real-time, event-driven e-commerce fraud and anomaly detection platform built with Spring Boot, Kafka, Redis, React, and MCP.
Alloy Marketplace
Distribution index for Alloy plugins, skills, and MCP bundles
Merci
A self-hosted cloud platform for deploying static sites, serverless functions, scheduled jobs, and GitHub Actions-compatible CI workflows all from one dashboard.
Abilities Content Demand
Tracks zero-result site searches and exposes content demand candidates through MCP abilities.
N8n MCP
MCP server giving assistants typed control over n8n workflows.
Agentirc
Agentic IRC chatbot with multi-provider LLMs (OpenAI, xAI, LM Studio), tool use, MCP, and per-user history
Go SDK
Go reference SDK for ARCP (Agent Runtime Control Protocol).
Convoy
The deployment agent that ships your code — not a rewrite of it.
Fastapi Agent Blueprint
Build FastAPI AI agents with a clear blueprint for reliable, maintainable app architecture
Toolkit
Melxis Toolkit — One mind. Many AIs. Connect your AI clients to coupled memory and tasks.
Sandbox
A MCP server for running sandboxed scripts
Jira MCP Server
Jira Model Context Protocol (MCP) Server for AI Agents
Steam MCP
MCP server exposing Steam Web API to Claude Code and Gemini CLI - player profiles, game library, achievements, VAC bans, store search and 8 slash commands
Decoy Tripwire
Security tripwires for AI agents. MCP tools that detect prompt injection, credential theft, and unauthorized tool calls in real time. Open source, zero dependencies, works with Cl…
A2a Matrix
A2A Matrix：面向开发者的开源多智能体协作系统 | Open-source multi-agent orchestration with intent routing, MCP, hybrid RAG, memory & observability.
Mini Agent
A 12-chapter, code-first course: build an AI agent framework from a 50-line loop to permissions, concurrent tool execution, context compression, sub-agents and MCP integration.
Truspec
Local-first, spec-synced, agent-native API client. Your collection is plain text — your agent, CI, and editor run it and fail the build when code drifts from your OpenAPI spec. Of…
Pact
Raise small onchain rounds: sell a slice of a project's cap table along a bonding curve, in USDC on Base. Contracts, static app, CLI/MCP for agents.
Spec Driven Development
Specification-Driven Development (SDD) framework for scalable software delivery. Uses Markdown as the specification source of truth, JIRA for work and traceability, Git for versio…
Trawl
The go-to web for your AI coding agent — local-first search & fetch over MCP. No API keys, no cloud, $0/query. 你的 AI 编程 Agent 专属本地网络：本地优先的搜索与抓取（基于 MCP）；无需 API Key、不依赖云端、0 成本。
Audit
Security audit checklist for third-party MCP servers before you install them
AI Memory
Shared persistent memory across ChatGPT, Claude, Gemini and coding agents, with Web capture, privacy filtering, project isolation and MCP.
N8n Workflows
Official n8n creator | Production-ready automation workflows: Agentic RAG, multi-KB AI agents, AI governance, and privacy-first local inference. Stack: Ollama · Supabase · LangCha…
LazyAgent
LazyAgent is an MCP control plane for coding agents: runtime profiles, memory, review gates, and automation for Claude Code, Codex, Gemini/Antigravity, and more.
Cgw
Switch Codex Web GPT (codex-chatgpt-web) between ChatGPT accounts in one command, with an AI-agent setup runbook
Hird
Cross-harness agent work queue and shared assertion memory, backed by one local SQLite database
Jev Kit
A growing kit of Jev-powered tools for Claude, ChatGPT, your browser and your terminal, starting with Laugh Track.
PFC Docs
Public engineering docs for PFC — a single-user personal finance system: append-only SQLite ledger, Plaid + SimpleFIN ingest, opportunity-cost comparator over versioned assumption…
Ultimate Prompt Optimizer MCP
MCP server for prompt engineering: candidate prompts, LangGPT structuring, iterative optimization, promptfoo-style evals and DSPy-style train/dev search. Bring your own OpenAI-com…
Agentcode
Security-first agentic AI on AWS — Strands agent + Claude Opus 4.6 on Bedrock AgentCore | MCP tools secured via SigV4/IAM, OAuth2 M2M (Cognito + AgentCore Identity vault, zero emb…
Exceldashboard Skills
Official agent skills for ExcelDashboard AI: analyze data, generate visual reports, and track report progress through MCP.
Agentic Engineering
Free animated course on agentic engineering: building real software with AI coding agents (Claude Code, Codex, Cursor). 24 lessons from 126 talks & articles. Your agent can take i…
Grok Codex Plugin
Grok Build plugin: command the local Codex CLI to review code and do work
AgentForge
Open-source infrastructure for trusted AI agents — identity, permissions, execution, evidence, verification and agent-to-agent networking.
Google Health Chatgpt Selfhost
Self-hosted single-user read-only Google Health MCP connector for private ChatGPT Developer Mode
Dsh R7 Office
R7-Office document processing plugin and MCP server for DeepSeek Harness (DOCX, XLSX, PPTX, PDF)
Agent Dash
Self-hosted push + ask-and-wait inbox for AI agents. Deploy your own on Cloudflare's free plan — agents send progress and ask you questions; you answer on your phone.