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MCP servers tagged ai-agents
14K live MCP servers tagged "ai-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-agents.
Cortex Scout
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
last9/last9-mcp-server
Last9 MCP Server
Mcpcat Python SDK
AgentCat is an analytics platform for MCP server owners 🐱.
Mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, Ch…
CodeLogicIncEngineering/codelogic-mcp-server
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
Extract Llms Docs
Extract documentation for AI agents from any site with llms.txt support. Features MCP server, REST API, batch processing, and multiple export formats.
rsdouglas/janee
Secrets management for AI agents via MCP • @janeesecure
Agent Board
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MCP server + auto-retry + audit trail. Built for autonomous AI agent teams.
Megamemory
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Claude Skills Marketplace
Claude Code Skills for software engineering workflows - Git automation, testing, and code review
BurtTheCoder/mcp-maigret
MCP server that lets AI agents run maigret, an OSINT tool that searches a username across thousands of sites
Langchain Data Agent
NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.
Relamind
基于 AI 的个人成长轨迹分析系统，通过记录生活、回顾历史、分析模式帮助用户更好地理解自己，实现持续成长。包含智能路由、RAG 检索、自主任务智能体等功能。
Agentup
Portable , scalable , secure AI Agents
Hm Editor
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核，为EMR（电子病历系统）提供专业的结构化病历编辑与AI接入解决方案。
Shinzo Ts
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platfo…
Agentfy
🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. ASK ONCE, LET THE AGENT DO THE R…
Model Context Protocol Resources
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
Kiln
Describe it or draw it — Kiln makes it real. The open-source MCP server for 3D printing: AI agents (Claude, Codex, Cursor, or any MCP client) design, generate, slice & print on Ba…
Prism MCP Rs
Enterprise-grade Rust implementation of Anthropic's MCP protocol
Agentidentityprotocol
Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.
Kernel MCP Server
Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.
Rigour
The immune system for AI coding agents
rushikeshmore/CodeCortex
Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.
azeth-protocol/mcp-server
MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents
Wet MCP
MCP server for web search, content extraction, and documentation indexing
Nido
🪺 Nido: The Arcade Console for AI Agents. Fast, local VM orchestration (QEMU/KVM) with MCP Server support. 80s aesthetics included.
khalidsaidi/ragmap
RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion
Sidstack
Give Claude Code persistent project memory. 32 MCP tools for knowledge, impact analysis, governance & task management. Desktop app (Tauri) + CLI. Local-first, SQLite-based.
Midos
Curated Knowledge API for AI Agents — 48 MCP tools, 104 skill packs, semantic search, 5-layer validation pipeline. Works with Claude Code, Cursor, Cline, Windsurf.
Sentinel Signal MCP
Python MCP server for Sentinel Signal scoring, limits, usage, and feedback tools
rplryan/x402-discovery-mcp
MCP server for x402 Service Discovery — continuously growing catalog of services, real-time quality signals, facilitator-compat checks. For Claude, Cursor, Windsurf.
jacobsd32-cpu/djd-agent-score-mcp
MCP server for DJD Agent Score — reputation scoring tools for AI assistants
Solver
Model Context Protocol (MCP) server for constraint optimization and solving"
Apple RAG MCP
Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking.
hloiseaufcms/mcp-gopls
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.
Awesome AI Papers
This repository is used to collect papers and code in the field of AI.
Agenite
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architec…
Open Skills
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-use code for crypto, PDFs, search, web scraping & more. No trial-and-error, no expensive APIs.
Neurondb
NeuronDB PostgreSQL extension: vector similarity search (HNSW, IVFFlat), embeddings, kNN, ML in SQL, and hybrid full-text + vector retrieval.
CLI
Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.
yepcode/mcp-server-js
MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.
nonatofabio/local-faiss-mcp
Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.
Muster
Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, with meta-tool discovery, toolsets, OAuth 2.1 and SSO through Dex, and Kubernetes custom r…
kael-bit/engram-rs
Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.
Documents Reader
Model Context Protocol (MCP) server exposes tools to read multiple document types including DOCX, PDF, Excel, and TXT. This has been tested on Trae Desktop.
Model Context Shell
Unix-style pipelines for MCP. Deterministic tool calls.
liveblocks/liveblocks-mcp-server
MCP server for Liveblocks.
Dsh MCP Client
DeepSeek Harness: Everything is a Plugin.
Apps Middleware
AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.