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.
PromptRack
Version prompts. Run them across models. Find what works.
IThome 2026ironman
iThome 2026 文章儲存庫 - 將AI導入企業日常，從想像、認知到設計、實作然後收尾。
Biomedical Rag Research Assistant
Biomedical RAG assistant for PubMed documents featuring hybrid ChromaDB and BM25 retrieval, MiniLM embeddings, RRF, grounded citations, guardrails, MCP tools, FastAPI, Streamlit,…
Autoproduct Design
Design docs for a full-lifecycle multi-agent software development system: opportunity sensing → market → PRD → spec → coding → review → test → deploy → evidence → kill decisions.…
ArxivDigest
LangGraph multi-agent paper summarization: Supervisor / Retriever / Writer / Reflector graph with a Reflexion self-review loop (pass rate 44% → 78%), BM25 + vector hybrid retrieva…
Safe Hands
Asimov's Three Laws compiled to real Cedar authorization policy that acts as the runtime safety layer for AI agents which touch the physical world. Governs the real SO-101 (LeRobo…
Radiochron Electron
Windows desktop client for RadioChron: Wi-Fi diagnostics, local network inventory, evidence timelines, and run-to-run comparison, on the pure-Rust radiochron MCP engine.
Trustline
Trusted baseline + auto-rollback for AI agent config files (.claude/, AGENTS.md, .mcp.json). Detects prompt-injection / supply-chain tampering and rolls back to a trusted snapshot…
Pi Agent Ha
Home Assistant add-on that runs the pi coding agent in a browser terminal inside your dashboard.
Prime Skills
Build pixel-perfect local pages from Figma with Prime components, skills, and MCP workflows.
Bicameral
Two minds, one diff. Self-improving two-model AI coding agent for Claude Code: Claude plans and reviews, Codex writes the code, every step verified and learned from.
Leverage
An intelligence resource manager for MCP hosts. One frontier brain, an elastic workforce: hire local, free and subscription models under your best model, verify every result, repl…
RssHarnessForPython
Time-sensitive Q&A agent that plans its own RSSHub routes to reach source sites, retries or falls back on failure, and summarizes a shared store into timestamped briefs. LangGraph…
Obsidian Chromadb Self Evolving Kb
面向 Markdown 知识库的自进化 RAG 检索引擎：BGE 向量 + BM25 + RRF 融合检索，两阶段 Rerank，反馈驱动 BGE 微调闭环（离线闸门保障安全上线）。开箱自证检索质量，支持 Obsidian 同步与 FastAPI/MCP 服务。
Open AI Reputation Agent
An AI agent for brand reputation — news monitoring, social sentiment tracking, review mining, and PR response drafting
Comsol Research Workflow
中文自然语言驱动 COMSOL：Java 官方进度窗口 / MCP 原生 GUI，交付完整可视 MPH
Jupiq
오프라인망 JupyterHub·AI Workspace 통합 운영 Control Plane
Claude Perch
Start Claude Code sessions on your Mac from your iPhone, and take over the screen when a login or captcha needs a human. Remote control and screen sharing over Tailscale.
Semrush Seo Toolkit
Semrush 2026 SEO and Digital Marketing Platform
Krea Tools
Community Krea plugin for Codex with OAuth, image and video tools, LoRA support, and asynchronous job tracking on macOS.
Complete On Page SEO
Production-grade 22-level on-page + AI-search (RAG/LLM) SEO auditor with 14 dev-ready deliverables, CLI + MCP server — real measured data, no mocks. Node.js + Puppeteer + Express.
Platon AI Skills
PSP Platon API skills for AI assistants
Work Agent
本地优先的 AI 工作台：项目、文件、Skills、办公文档、会议转写与可观察 ReAct 工作流
Space Invaders Tui
STARFALL — a roguelite shmup in your terminal. Fly, shoot, and pick one of three random perks on every level-up. Play it over SSH, via npx, or let an LLM play through MCP.
Local AI Rtx
Bounded Local AI runtime with MCP, deterministic routing, fail-closed validation, and metadata-only telemetry.
Vishwakarma
Design intelligence and engineering discipline for AI coding agents. 32 skills, 515 rules — every one with its mechanism stated. Computed OKLCh colour, intent-derived motion, plat…
Hermes Higgsfield Embed
Native Higgsfield panel for the Hermes Dashboard — image, video, audio and 3D generation over MCP, with a one-command installer.
Comfyui On Openshift
Stock ComfyUI for a whole team on one scale-to-zero GPU pool — cluster SSO, fair queueing, VRAM-tier routing, per-user showback with FOCUS chargeback, and GPU workers unreachable…
PeriNest
🪳 4-terminal monorepo: FastAPI + React admin + WeChat mini-program + mobile H5. AI-native (SSE gateway + MCP server), zero-Docker. Stop reinventing the wheel
Pkgguard API
Open-source AI package security gate that blocks slopsquatting, hallucinated dependencies, and typosquats before npm, pip, uv, or cargo install
Problem Navigator
Evidence-backed problem framing, research, decisions, and solution design for AI agents. 通用问题与产品/软件方案分析，支持中英文。
Class Schedule
原生 Android 课表：课程提醒、调休、桌面小组件、离线 OCR、OpenAI 导入与局域网 MCP；保留 Web/PWA。GPL-3.0-only。
Agentattest
Open-source, tamper-evident compliance evidence for AI agents. Ingests from your gateway and framework, exports evidence mapped to EU AI Act, ISO 42001, and NIST AI RMF.
Agentedit
Deterministic, local impact analysis for coding agents. Know what your code change will break before you make it. Code graphs for Python, TypeScript, Go, Rust and Java across many…
Lseg Intelligence Hub
Multi-agent relationship intelligence demo on Microsoft Copilot Studio, Power Automate and Dataverse, powered by the LSEG Data & Analytics MCP connector. Unofficial demo.
Claude Support Library
DevAtlas — a curated library of AI-coding prompts, agent skill templates and connector guides for developers. Next.js 16 + Supabase (Postgres, Auth, RLS).
Capcut Shell Inject
Shell-first inject so CapCut 9.x actually opens agent-written drafts (pre-step when MCP/CLI hit unconventional path).
Cookbook Brain
A memory for AI agents that is just markdown files, and it argues with itself at night. One brain, all of your agents: attributed, append-only, confidence earned from outcomes.
Supawatch
Your Postgres schema, compiled to everything: validators, types, API layers, AI surfaces, tests and docs. Regenerated by the database itself, verified against real rows.
Skillwire
Resolves repository-native commands for AI coding agents with provenance, overrides, and CI drift detection.
Orbid Skills
Free skills to read medical-device tenders and datasheets. Attach a PDF and ask — no account. 免费读标书/说明书，把 PDF 丢进对话即可，不用注册。免費讀標書／說明書，把 PDF 丟進對話即可，不用註冊。
Remote Dev Skillkit
AI-native remote development Skillkit for safe, auditable agent work on real machines.
Crisis Desk AI
Crisis Desk AI - AI-powered emergency incident reporting and triage system with MCP-based tool orchestration.
C31
C31 — Agent Harness System. Memory that persists. Instincts that evolve. Context that stays healthy.
Get Hands
Hands — persistent AI workspaces, open developer contracts, Sages, Custom Hands, and semantic tool discovery.
Nonoka
一个活在终端里的二次元少女，开箱即用的开源 AI 助手 | Terminal AI assistant with QQ / WebUI / MCP support
Skill Picker
Forget skill names? Local catalog that turns 'which skill for X?' into 2-4 clickable candidates — and flags duplicate/drifted agent skills. Zero deps, 100% local.
Tabletalk
Ask a SQLite database questions in plain language. Local LLM agent with tools, evals and an MCP server.
AI Workbench Public
A local, containerized AI workbench. Open WebUI over LiteLLM, an MCP tool rack where every tool is an OCI container, and Phoenix tracing across the lot. Built as a starting point…
Flutter Webmcp
Typed Flutter Web bindings and lifecycle helpers for WebMCP tools.