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MCP Servers

MCP(Model Context Protocol)是 AI 应用的"USB-C 接口"—— 让 AI 助手安全地连接文件系统、数据库、浏览器和各类 SaaS。 这里收录官方与社区优质的 MCP Servers,GitHub 数据每日同步。

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1996 个,中文优先 · 按 Star 排序

bielacki-igdb-mcp-server

MCP server providing seamless access to the IGDB (Internet Game Database) API for AI assistants. Search games, get detailed information, find trending titles, and execute custom queries through the Model Context Protocol.

4Python数据库

jooq-mcp

An MCP server that provides access to the jOOQ documentation

4HTML其他

ai-context

The Vibgrate CLI scans your codebase for upgrade drift — the gap between the dependency versions you run and the versions you should run. It produces a deterministic Upgrade Drift Score (0–100), a full context-aware dependency graph, and actionable findings enriched with AI-assisted upgrade guidance to help you maintain a healthy, secure codebase.

3TypeScript开发工具

THIRI Chord Intelligence

Deterministic music-theory MCP server & API — chord analysis, Roman-numeral analysis, voicing & reharmonization for Claude & Cursor. Computed, not hallucinated. Hosted at mcp.thiri.ai · npx @bluesprincemedia/thiri-mcp

3JavaScript其他

mcp-flux-pro

MCP server for Flux AI image generation and editing via Ace Data Cloud.

3Python设计与创作

Nahuali

Trust-aware memory for AI agents: evidence-backed recall, deterministic verdicts, self-inspection, and a tamper-evident local ledger.

3Rust开发工具

memxus

MCP Memxus

3TypeScript其他

Clarigrid

Clarigrid provides a single, stable Python interface to access and normalise European energy market data from multiple sources. All data comes back as timezone-aware pandas DataFrames with consistent column names and units.

3Python开发工具

mcp-seedream-pro

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

3Python设计与创作

Trusty Squire

Trusty Squire signs up / in to websites for you so you don’t have to.

3TypeScript设计与创作

Raven

Design intelligence MCP server — principles, patterns, tokens, and strategy for AI-generated UI

3JavaScript文件与系统

Upload-Post

Model Context Protocol (MCP) server for Upload-Post — publish, schedule, analyze and manage social media from any MCP-compatible AI agent.

3TypeScript文件与系统

md-log-mcp

MCP server that saves your Claude Code, Cursor, and Codex sessions as versioned Markdown reports — with human-in-the-loop review and Apple Pencil / S Pen annotation.

3TypeScript搜索与数据

AIOProductOS Studio

AIOProductOS Studio — MCP server that turns your AI host into a product videographer: scripted recordings of your own web app (smooth cursor, zooms, captions, branded transitions) + marketing-grade screenshots. Free, MIT, 100% local.

3TypeScript其他

Maguyva

MCP server for Maguyva — code intelligence with semantic, structural, and text search across your codebase.

3TypeScript搜索与数据

PDF Redaction MCP

PDF Redaction API for pdf-redaction.com. Secure your pdf in automated way. Reduce cost for redaction.

3Jupyter Notebook其他

ctxfile

Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first.

3TypeScript文件与系统

DJZS Trust MCP

Deterministic Journaling Zone System (DJZS): Autonomous agents act without accountability. DJZS fixes that: adversarial reasoning audits inside a hardware enclave, tamper-proof results on-chain. No agent acts without audit.

3TypeScript开发工具

Lune Research

Official MCP server for Lune Research: search top-tier papers and methodology guidance from any AI client.

3TypeScript搜索与数据

SAP MCP Server

SAP MCP is an on-chain agentic commerce layer for Solana that lets AI agents register identities, publish tools, discover services, and transact with each other, all exposed through the Model Context Protocol (MCP) so any MCP-compatible client (like Hermes, Claude Desktop, etc.) can call them as native tools.

3TypeScript其他

WingmanProtocol Agent Gateway

The persistent home a stateless AI agent can't host for itself — register once, resume your whole self in one call; real browser; cited deep research; hire real humans for physical-world tasks; free keyless chat + ID portraits. MCP + REST, x402 on Base, free to start.

3浏览器自动化

Biel.ai

Connect AI tools like Cursor, VS Code, and Claude to your product docs.

3Python开发工具

ThinkNEO Control Plane

Dual-protocol gateway: 62 MCP tools + A2A Protocol agent (82/82 TCK intentional) in a single governed runtime

3Python其他

SpriteCook

Official SpriteCook MCP server

3JavaScript其他

OctoTrip Flights

Free MCP server for live flight search. No login, no API key. Streamable HTTP + SSE.

3Python搜索与数据

Pairoa

Private MCP people matching for AI agents. No public listings; contact unlocks only on a real fit.

3其他

Postproxy

Postproxy MCP server to to publish content directly from Claude Code, terminals, and automated workflows.

3TypeScript开发工具

Rampify

MCP Server for Rampify, SEO Intelligence inside your IDE

3TypeScript搜索与数据

constellation

Code Intelligence Platform for AI Coding Assistants

3TypeScript开发工具

TrustyData

TrustyData MCP server — French address data quality, geocoding & routing (BAN/INSEE/OSM). Hosted remote MCP at mcp.trustydata.app.

3开发工具

Memory Kernel

Memory Kernel is a lightweight local-first memory core for AI agents.

3Python数据库

mrmarket.ai

mrmarket.ai MCP server. Ask hard questions about US-listed equities in plain English, get structured, reproducible results. Remote MCP at https://mcp.mrmarket.ai/mcp

3Shell设计与创作

etsy-data

Pre-computed Etsy market data for AI agents — remote MCP server + REST API. Blue Ocean niche scores, demand/competition signals, best sellers, top shops. Free tier, no card.

3其他

ClearMarket

Structured intelligence for prediction markets. Resolution logic, catalyst calendars, cross-platform mapping.

3Python其他

upnote-lens-mcp

Let AI read, search, and summarize your UpNote notes — and create new ones — right from your chat.

3Python搜索与数据

EPANET MCP Server

Model Context Protocol (MCP) Server for loading water network models, running simulations, modifying parameters, and generating complex what-if scenarios through natural language

3Python开发工具

UnifAPI

UnifAPI MCP server: public-data APIs and Skills for AI agents via Model Context Protocol

3开发工具

appCN

Install & correctly use appCN React Native / Expo components, streamed from the live registry.

3TypeScript开发工具

peak-window

Alpine weather window analyzer — MCP App powered by Open-Meteo

3TypeScript开发工具

Archivist AI

Use Archivist AI with Claude, ChatGPT, Cursor, and other MCP-compatible tools.

3PHP开发工具

agentdomain-mcp

MCP server for AgentDomain — register, buy, and manage domains as an AI agent

3Python开发工具

SaC — Software as Content

Give your AI agent the ability to respond with live, interactive apps that evolve.

3Python其他

Entscheidsuche — Schweizer Gerichtsentscheide

Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.

3Python其他

ai-seo

AI Citation Toolkit — 14 MCP tools to audit, score, and rewrite web pages for AI-citation eligibility (AEO/GEO/LLM visibility). Read-only, no API keys, works in any MCP client.

3TypeScript开发工具

Promptibus MCP

Model intelligence MCP server — syntax, parameters, pricing for 67+ generative AI models (Midjourney, Flux, Suno, Runway, DALL-E, Stable Diffusion). 7 tools for any MCP client.

3JavaScript开发工具

mappls-mcp

MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents

3JavaScript开发工具

Gemot Deliberation Server

Structured deliberation MCP server for AI agent coordination

3Go开发工具

trade-router-mcp

Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protected. Ed25519 server-message verification. `npx -y @traderouter/trade-router-mcp`

3JavaScript其他