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.
Model Studio MCP
CLI and MCP server for Alibaba Cloud Model Studio (DashScope) in stdlib-only Python. 15 tools, no SDK, no venv, and a spend guard that is on by default.
Toolpayload
Offline MCP result analysis: identify large fields, compare baselines, and enforce size budgets in CI. | 离线分析 MCP 工具结果，定位大字段、比较基线并在 CI 中检查体积预算。
Skillwright MCP
Turn Playwright browser workflows into persistent, typed MCP tools.
Treeloom
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
Webmcp Inspector
Inspect and debug WebMCP tools with mcp-use inspector Chrome extension
Commandline Ktx
Define Kotlin/JVM command inputs once for CLIs, jobs, and AI tools. Get typed parsing, JSON Schema, and an optional MCP bridge.
Arachne Discord MCP
One Discord bot, unlimited AI identities. Multi-tenant MCP server with per-entity encryption, trigger words, and OAuth 2.1. Self-hosted, privacy-first, AI-agnostic.
Waterworks AI
Open source industrial AI demonstration — natural language process diagnostics for a water treatment plant simulation using Claude, MCP, MQTT, OPC-UA and InfluxDB.
Biocontext
Authoritative Biological Entity Resolution & Contextual Intelligence Framework (MCP-native for AI Agents)
Kaut
KAUT — Knowledge Actualization Under Trust: self-maintaining, AI-first project knowledge for AI agents. Source-bound docs, git-computed freshness verdicts, a gated write path, zer…
Open Med MCP
Open, modular MCP server for medical image analysis agents: containerized models (MedSAM2, SAM 2.1, TotalSegmentator, lungmask, HD-BET, SynthStrip, nnU-Net, MONAI, TorchXRayVision…
ArcGis Pro MCP Free
Free local MCP bridge for ArcGIS Pro 3.5+: 68 commands, 167 MCP tools over TCP 127.0.0.1:PORT. Puente MCP libre y local para ArcGIS Pro.
Resolve Console Bridge
Your AI assistant can drive DaVinci Resolve on the free edition. A Lua bridge started from Resolve's Console that speaks the davinci-resolve-mcp protocol.
PlantSim Agent
GitHub Copilot agent for Plant Simulation — local KB Q&A, SimTalk authoring, .psfm analysis.
AI Media Stack
Self-hosted multi-tenant AI media platform on one GPU: floor plan → 3D (glTF) → photoreal SDXL shots & 360° panoramas, room-photo declutter & redesign, voice-to-voice translation,…
Ting Diary
可自托管的多人共享日记，支持可选 MCP 接入
Ainovr
外部 Agent 主导的小说分析与原创生产执行环境（Tauri + TypeScript + SQLite）
Loopplane
Spec-first, embeddable agent harness runtime - a control plane for loop-engineered AI agents. Governed tool calls through one gateway, one normalized event stream, durable session…
Stavrobot Imcp Plugin
Access your Mac's calendar, contacts, messages, reminders, weather and maps from Stavrobot, through an authenticated host-side iMCP bridge
Driftlock
The lockfile & CI drift-gate for MCP - catch tool-poisoning / rug-pulls before your agent does. Dependabot for your agent's trust boundary.
Rag Best Practices
Educational RAG playbook + stdlib Python toolkit: chunking, hybrid search, eval, claim-check anti-hallucination, canaries, citations
AI Radar Live Flight Tracker
✈️ AI-powered live flight tracker using OpenSky Network API, React, Leaflet, Node.js, TypeScript & MCP for real-time aircraft tracking and intelligent flight data.
BaseDrift
Pre-authorization layer for outbound payments. Holds beneficiary changes whose authorization can't be established, using deterministic rules plus an LLM semantic layer.
Resume Companion
让 AI Agent 复用本地简历资料，在专用 Chrome 中填写多种招聘系统。
Plan Interview Skill
Turn vague or stalled goals into approved, actionable Todoist projects with concrete next steps.
Wordpress Seo Skills
Eight SEO and GEO agent skills for WordPress: AI crawler log forensics, page citability scoring, brand visibility in AI answers, robots.txt and llms.txt governance, migration redi…
Capy Apply
Evidence-first BOSS job-search decision agent with real MCP tool calling, incremental memory and auditable evaluation.
Compdes Workshop
COMPDES 2026 workshop: securing MCP/RAG AI agents for small businesses. Build, break (Garak, PyRIT, Promptfoo), harden. / Taller de seguridad de agentes de IA.
Xianyu Project Ledger Assistant
循营 · 一人经营台｜本地优先的客户、需求、项目与经营账本，集成可追溯 AI 分析与会话级 MCP 授权。React · TypeScript · FastAPI · SQLite
Poisoned Pages
☠️ A support agent that reads a poisoned Sanity help center and still doesn't get tricked into moving money. Sanity Knowledge Base + Claude + taintgate. #sanitychallenge
Zothos
🜂 ZOTHOS Linux: The Cybernetic Alchemy, Frontier AI & Autonomous Agent Security Operating System 🜄
Dsh Plugin Xquant
One-command xquant MCP integration for DeepSeek Harness
Chat Sidebar For Opencode
VS Code sidebar chat GUI for a locally installed opencode — multi-session streaming chat, permission approvals, slash commands, @-mentions, todos & native diffs. English/繁體中文 bili…
Holco Finance Controls
Check financial AI outputs with an open protocol, 40 control requirements and 24 synthetic conformance cases. Local demo, no API key.
Backlog Syntax Oss
Open-source multi-tenant backlog for humans and AI agents, with scoped REST and MCP access, PostgreSQL RLS, and self-hosting.
Notarum
El Boletín Oficial de la República Argentina, legible: un lector, una API y herramientas MCP en un solo binario Go.
Jobgru
AI job search pipeline for Cursor, Claude & Codex - find jobs, track in Google Sheets, LinkedIn leads & ATS resume scores. Agent skills, one prompt.
Dsh Mediacrawler
Installable DeepSeek Harness profile bundle and bounded MCP adapter for MediaCrawler.
Carryover
Live
Vercel Comment Skills
Agent skills that close the loop on Vercel preview comments: file them, fix them live, and show the reporter what shipped.
Breakbench
Reproduce MCP failures with real stdio probes: schemas, timeouts, drift, explicit allowlists, and inspectable receipts.
K10 Delta
Autonomous agent on ESP32-S3 that rewrites its own Python source at runtime.
A2afans Skills
Official A2A Fans Agent Skill — connect AI agents via MCP or REST to discover, claim, deliver, and settle real tasks.
Transcriptapi Praxist Plugin
Praxist plugin for YouTube: transcript, search, video info, and channel tools as a tool_server for research agents.
AI LetsPlay Editor
🎬 Умный авто-редактор летсплеев и игровых видео на базе ИИ: Faster Whisper, Ollama (Qwen 2.5), OpenRouter, MCP и экспорт в Adobe Premiere Pro.
Hlh AI Agent
基于 Spring Boot 3 + Spring AI + RAG + Tool Calling + MCP 构建的企业级 AI 智能体项目，包含「AI 恋爱大师」情感陪伴应用与「AI 超级智能体」两大核心能力。支持多轮对话、记忆持久化、RAG 知识库检索，并基于 ReAct 模式自主思考、规划并调用工具完成复杂任务。
Geokit
鲸析 GEOkit — 面向中文市场与 AI 搜索时代的开源 SEO / GEO 作战系统：百度/搜狗/360/神马/头条自建采集、GEO 六维评分、中文 AI 可见性矩阵、llms.txt 与 MCP Server
CodeMate
A terminal-first AI coding agent built with Java 17 — ReAct, DAG planning, multi-agent review, MCP, memory, RAG and human-in-the-loop safety.
Novomcp Nnp
Neural network potential service (ANI-2x, MACE-MP-0) for the NovoMCP engine — energies, forces, geometry optimization, batched relaxation
Snapcontext
AI-powered development assistant with automatic project context, multi-agent workflows, and local LLM support.