发现优秀的 MCP 服务器

NHL MCP Server

Provides access to live NHL game data, team and player statistics, standings, schedules, playoff information, and head-to-head comparisons through natural language queries using official NHL APIs.

canvas-api-mcp

An MCP server for Canvas LMS that provides 15 curated tools for everyday student work and a gateway to reach every endpoint your Canvas instance exposes.

Taiga MCP Server

Enables seamless integration between Large Language Models and Taiga project management platform, allowing users to manage projects, user stories, tasks, and team collaboration through natural language commands.

ZhihuMCP

Read-focused MCP server for Zhihu, enabling retrieval of pins, articles, comments, and replies, with optional limited write tools for drafting and editing answers.

apple-mail-mcp

Enables macOS users to programmatically read, send, search, and manage Apple Mail messages, including drafts, mailboxes, attachments, rules, and templates.

LLM Wiki

Builds a local, citation-aware wiki from an approved project scope and exposes it as an MCP server with a single read-only tool for agents to explore the wiki.

MCP-Midscene

A server that allows using natural language to automate test flows with Playwright, leveraging MidScene's AI agent capabilities to interact with web elements and perform assertions.

UniRate MCP

Currency conversion and exchange rates for AI assistants. 170+ currencies, historical data back to 1999.

ROS1 Noetic MCP Server

Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.

Skyfly MCP Server

Provides real-time aircraft tracking data from OpenSky Network combined with FAA aircraft registry information, enabling rich aviation queries that merge live flight positions with technical specifications.

HMCL MCP Server

MCP server that lets AI agents drive HMCL (Hello Minecraft! Launcher) programmatically to install Minecraft versions, search/download/import modpacks from Modrinth/CurseForge, and launch/stop the game.

Tabcorp API MCP Server

Enables comprehensive interaction with Tabcorp betting services through 30+ specialized tools covering racing data, sports betting, results, and FootyTAB with OAuth authentication. Supports all Australian jurisdictions and provides access to race meetings, next-to-go events, form guides, jackpots, and sports competitions.

Personal Research Assistant MCP

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

obsidian-markdown-lint-mcp-server

An MCP server that lints, validates, and renders your Obsidian vault markdown — all inside Docker.

zabbix-mcp

Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-compatible clients.

simulate-monte-carlo

Real Monte Carlo simulation of a compound event or conditional probability. Named random variables, a safe expression interpreter, seedable for reproducibility. Priced per call via x402/USDC on Base.

convergence-gambit-mcp

Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with campaign resources, charter, and planned tools for NPCs and locations.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

mcp-server

镜子 (jìng zi)

VULK MCP Server

Enables AI assistants to generate, edit, and deploy production-ready full-stack applications through VULK's automated development pipeline. It supports multi-file code generation, browser verification, and exports to web, PWA, and mobile platforms.

prt-mcp

MCP server exposing Pittsburgh Regional Transit (PRT) TrueTime operations as typed tools for agent clients.

MCP Haystack Demo

在 Haystack Pipeline 中使用 MCP 服务器的演示

DocReaderMCP Server

Enables reading and streaming of organization document formats (PDF, DOCX, Excel, CSV, TSV, TXT) as Markdown, with support for page ranges and sheet selection.

overleaf-mcp

An MCP server for Overleaf that allows Claude or other agents to navigate projects, read and edit .tex files, compile, and interact with review-panel comments via Overleaf's real-time Socket.IO API, with seamless support for tracked changes as pending suggestions.

breedsim-mcp

Enables interactive breeding program simulation and comparison via MCP, returning statistical distributions (mean, sd, CI) instead of single stochastic runs.

sun-tzu-mcp

An MCP server that finds Sun Tzu quotes for workplace situations, matching plain-language descriptions to verses from The Art of War with chapter citations, plus tools for themes, random quotes, and PNG quote cards.

agent-trace-intelligence

Analyzes AI agent traces to diagnose failures, score performance, and provide actionable fixes using tools like judge_trace and trace_breakdown.

Stateark

Saves the current state of a project — decisions, rejected approaches, open questions and the actual files — and hands it to any new chat, so you never re-explain a project twice. Local-first: everything is written to your own disk as plain Markdown and JSON, with no account and no telemetry.