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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MCP 团队官方维护热门趋势
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🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Sequential Thinking
中文 官方Model Context Protocol Servers
Puppeteer
中文 官方Model Context Protocol Servers
Slack
中文 官方Model Context Protocol Servers
PostgreSQL
中文 官方Model Context Protocol Servers
Fetch
中文 官方Model Context Protocol Servers
Filesystem
中文 官方Model Context Protocol Servers
memory
Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.
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最新收录agent-guild
The trust + settlement layer for AI agents — discover, vet, pay, and build portable reputation between autonomous agents. Hosted MCP + HTTP + the open AGI-1 standard.
Bowmark
Bowmark — cheatsheets for browser agents. Install the skill, then your agent calls Bowmark before driving any site. https://bowmark.ai
ocr
Arabic-first OCR, translation & document extraction API — MCP server for Claude Code & agents. Keyless: first call mints a free trial key.
Cartographer
MCP governance server in Go for the Agentic Wiki — knowledge that composes, not that you query
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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.
jooq-mcp
An MCP server that provides access to the jOOQ documentation
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.
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
mcp-flux-pro
MCP server for Flux AI image generation and editing via Ace Data Cloud.
Nahuali
Trust-aware memory for AI agents: evidence-backed recall, deterministic verdicts, self-inspection, and a tamper-evident local ledger.
memxus
MCP Memxus
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.
mcp-seedream-pro
MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.
Trusty Squire
Trusty Squire signs up / in to websites for you so you don’t have to.
Raven
Design intelligence MCP server — principles, patterns, tokens, and strategy for AI-generated UI
Upload-Post
Model Context Protocol (MCP) server for Upload-Post — publish, schedule, analyze and manage social media from any MCP-compatible AI agent.
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.
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.
Maguyva
MCP server for Maguyva — code intelligence with semantic, structural, and text search across your codebase.
PDF Redaction MCP
PDF Redaction API for pdf-redaction.com. Secure your pdf in automated way. Reduce cost for redaction.
ctxfile
Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first.
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.
Lune Research
Official MCP server for Lune Research: search top-tier papers and methodology guidance from any AI client.
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.
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.
Biel.ai
Connect AI tools like Cursor, VS Code, and Claude to your product docs.
ThinkNEO Control Plane
Dual-protocol gateway: 62 MCP tools + A2A Protocol agent (82/82 TCK intentional) in a single governed runtime
SpriteCook
Official SpriteCook MCP server
OctoTrip Flights
Free MCP server for live flight search. No login, no API key. Streamable HTTP + SSE.
Pairoa
Private MCP people matching for AI agents. No public listings; contact unlocks only on a real fit.
Postproxy
Postproxy MCP server to to publish content directly from Claude Code, terminals, and automated workflows.
Rampify
MCP Server for Rampify, SEO Intelligence inside your IDE
constellation
Code Intelligence Platform for AI Coding Assistants
TrustyData
TrustyData MCP server — French address data quality, geocoding & routing (BAN/INSEE/OSM). Hosted remote MCP at mcp.trustydata.app.
Memory Kernel
Memory Kernel is a lightweight local-first memory core for AI agents.
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
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.
ClearMarket
Structured intelligence for prediction markets. Resolution logic, catalyst calendars, cross-platform mapping.
upnote-lens-mcp
Let AI read, search, and summarize your UpNote notes — and create new ones — right from your chat.
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
UnifAPI
UnifAPI MCP server: public-data APIs and Skills for AI agents via Model Context Protocol
appCN
Install & correctly use appCN React Native / Expo components, streamed from the live registry.
peak-window
Alpine weather window analyzer — MCP App powered by Open-Meteo
Archivist AI
Use Archivist AI with Claude, ChatGPT, Cursor, and other MCP-compatible tools.
agentdomain-mcp
MCP server for AgentDomain — register, buy, and manage domains as an AI agent
SaC — Software as Content
Give your AI agent the ability to respond with live, interactive apps that evolve.
Entscheidsuche — Schweizer Gerichtsentscheide
Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.
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.
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.
mappls-mcp
MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents
Gemot Deliberation Server
Structured deliberation MCP server for AI agent coordination
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`