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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Gridbert
Austrian energy market calculations: grid fees for all 14 network areas down to postcode level, plus an open snapshot of the electricity tariff catalogue (119 tariffs, 57 suppliers). Deterministic, every result ships with its calculation path. Powers gridbert.at.
formio-mcp
The Form.io Agentic Coding Toolset — MCP server, Claude Code plugin, and AI skills library for building Form.io applications
coldstart
Self-maintaining codebase knowledge for AI coding agents. A deterministic AST index plus agent-written notes that flag themselves stale when the code changes. Works with Claude Code, Cursor, and Codex via MCP + CLI.
altmetric-mcp
MCP server for Altmetric APIs - retrieve citation metrics and research output data for AI agents
Tidesman
Tidesman — a free native MCP server for running, understanding, and debugging Linux containers with Apple's container tool. Public downloads + docs.
DebugBundle
DebugBundle product source and runtime code.
clipkit
ClipKit — the open video runtime and protocol.
Anythink all-in-one backend: data, auth, files, workflows, payments, APIs
open source CLI to control Anythink from the command line
Outlit
Outlit SDK
amazon-mcp
Pangolinfo MCP server — Amazon e-commerce data tools for AI assistants via MCP protocol
validator
MCP design system validator for agentic coding. Detects design drift in agent-built UI.
Aperion Shield
Local guardrails for AI coding agents. Wraps any MCP server and blocks destructive tool calls — DROP TABLE, rm -rf, force-push, unscoped UPDATE/DELETE — before they execute. Free, open-source, runs entirely on your machine.
Zooza MCP Server
MCP server for Zooza — natural language class scheduling, attendance tracking, and booking management for dance schools, language academies, swim schools, sports clubs, and activity franchises. Works with Claude and ChatGPT.
safe-ssh-mcp
Safe SSH MCP Server for running commands over SSH
Drillr — The financial MCP for AI agents
Drillr — the financial MCP for AI agents. Standardized financial data, SEC filings semantic search, live signals, and 24 alt-data categories.
ui-ux-suite
Design audit for Claude Code. Scores UI/UX across 12 dimensions grounded in 24 named UX laws with primary-source citations. WCAG + APCA + OKLCH. Zero deps.
Statistics Canada MCP Server
MCP server + CLI for Statistics Canada (StatCan) — access 7,000+ Canadian statistical tables via WDS and SDMX REST APIs
sdk
Trust & reputation layer for AI agents. Agent Credit Score (300-850) + Merkle-anchored ledger + behavioral finance + EWMA anomaly detection. Memory + payments + identity + fraud in one SDK. npm i @mnemopay/sdk
BuyWhere MCP
BuyWhere MCP server — search and compare products from Singapore, SEA, and US markets via Model Context Protocol. Cross-border e-commerce product catalog for AI agents. Free API key: https://buywhere.ai/api-keys
Fedlex Connector
MCP server for accessing Swiss federal legislation from fedlex.admin.ch
PreClick — An MCP-native URL preflight scanning service for autonomous agents.
Safe Agentic Browsing. Assess target URLs for potential threats and alignment with the agent's browsing intent before navigation.
ToolPipe MCP Server
Research project: autonomous AI agent 30-day revenue challenge
inflow
MCP Server for agents to onboard, pay, and provision services autonomously with InFlow
quanttogo-mcp
Macro-factor quantitative signal source for AI agents via MCP. 宏观因子量化信号源。
Google Play Console MCP
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
bugherd-mcp
MCP server for BugHerd integration - manage bugs and feedback from Claude
Anima MCP Server
A guide on how to use the Anima MCP server
saidsef-mcp-github-pr-issue-analyser
A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface
samihalawa-whatsapp-go-mcp
Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locati…
keithah-tessie-mcp
🚗 Advanced Tesla MCP Server - Intelligent analytics, cost optimization, and predictive insights through Tessie API
anirbanbasu-frankfurtermcp
A MCP server for the Frankfurter API for currency exchange rates.
textarttools-mcp
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts
zeta-chain-cli
CLI tool for creating universal smart contracts on ZetaChain
Affiliate Networks MCP
affiliate network MCPs and skills
DigestSEO mcp-geo — AI Visibility MCP Server
AI visibility tracker MCP server. Track brand citations across ChatGPT, Claude, Perplexity, Gemini & Google AI Overviews. Self-host on Cloudflare Workers. GEO/AEO.
AlgoVault — Crypto Quant Trade Calls
AI trading brain for crypto perps — composite signals, funding rate arb scanning, and market regime detection via MCP
Frisian MCP (Django)
Server-side, framework-permissioned MCP server for Django/DRF. Per-agent permission gating with dispatcher-pattern schema compression.
ToughTongue AI
Agent skills and MCP server for Tough Tongue AI. Create voice-agent scenarios, refine them from real transcripts, and analyze session performance from Claude Code, Codex, or Cursor.
optionsahoy-mcp
Equity comp tax (ISO/NSO/RSU/QSBS), concentration, and hedging optimizer. MCP server + REST API with federal + 50-state + DC tax code, multi-year horizons.
ats
743 Fortune-500 employers + their ATS systems. From the State of ATS 2026 report by ResumeAI.
Clueso
Make videos and docs with ChatGPT, Claude, and Gemini — Clueso's MCP. Remote Streamable HTTP server (io.clueso/video).
OpenPitch
Open, real-time, fully-sourced intelligence on AI startups — MCP-native, zero-cost. A free PitchBook alternative your AI agent can read.
dead-letter
Convert .eml email exports to Markdown with YAML front matter
OctoTrip Rental Cars
Free MCP server for rental car discovery. No login, no API key. Streamable HTTP + SSE.
aetherwave-mcp
Model Context Protocol server for AetherWave Studio - music, image, video, and band generation tools for Claude, Cursor, Continue, and custom agents.
india-stock-mcp
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys.
parecode
MCP server for AST-aware search and safe, atomic multi-file edits.
InvoiceXML
InvoiceXML MCP Server for global invoice compliance: Factur-X, ZUGFeRD, XRechnung, CII and Peppol BIS Billing 3.0 UBL