发现优秀的 MCP 服务器

Tailnet MCP Server

Query devices, check connectivity, and get network status from your Tailscale tailnet directly via an AI assistant.

jupyter-book-writer

Automates Jupyter Book notebook creation by fixing common rendering issues (bold, math, markdown formatting) and provides tools for adding cells, validating notebooks, updating TOC, and deploying.

gsheets-mcp

MCP server for Google Sheets operations, enabling spreadsheet management including reading, writing, appending, creating, and searching sheets via natural language.

RCA-MCP Connector

Enables causal root cause analysis with 55 tools covering causal graph construction, 13 RCA model families, multi-model consensus, and report generation. Works with 9 LLM providers including Claude, Ollama, and OpenAI.

Tempreon

MCP server that provides a portable personal knowledge layer for AI tools, enabling cross-LLM continuity and personalized context across clients like Claude, ChatGPT, and Cursor.

NBA Player Stats MCP Server

Provides comprehensive NBA player statistics from basketball-reference.com, delivering detailed stats including career summaries, season comparisons, advanced metrics, and shooting analytics.

mcp-server-template

A production-ready MCP server template with typed tools, schema validation, tests, and Docker support, including example tools for text stats, weather, and notes.

Unofficial Autodesk Forma Remote MCP Server

A multi-user remote MCP server exposing 413 Autodesk Construction Cloud / Forma API tools with per-user Autodesk sign-in, enabling management of issues, RFIs, submittals, sheets, and more while each user only sees their own data.

AL-Go MCP Server

Enables intelligent access to AL-Go documentation, workflows, and domain expertise for Business Central development automation through specialized personas and cross-source semantic search.

base-escrow-mcp

MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or ERC-20).

FortiManager Code Mode MCP

Enables AI agents to interact with Fortinet FortiManager through a minimal MCP interface using sandboxed JavaScript for querying the API spec and executing JSON-RPC calls.

finance-calc-mcp

An MCP server and CLI providing business, financial, and tax calculations including math expressions, income tax estimates, loan amortization, depreciation, and more.

kitepass-mcp

Enables LLMs to query Kite Passport user info, sessions, wallet balance, and backend health via read-only MCP tools.

Any2Markdown MCP Server

Converts PDF, Word, and Excel documents to Markdown with image extraction and header/footer removal via MCP or REST API.

MCP Perplexity Pro

A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.

github-actions-mcp

Analyzes GitHub Actions workflows and performance, helping identify bottlenecks, failures, and optimization opportunities in CI/CD pipelines.

astro-ai-locator-mcp

Resolves a UI element hash from an Astro dev server to its source file, line, and column, enabling AI agents to edit the exact code.

ccfolia-mcp-api

MCP server for the Cocofolia TRPG tool that enables character generation, NPC batch creation, session analysis, random events, and rule assistance via natural language.

SNOMED GraphRAG MCP Server

GraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.

br-docs-mcp

MCP server for validating and generating Brazilian documents (CPF, CNPJ, and bank boletos) with 6 tools, a resource, and a prompt.

lex-scholar-api

Single-endpoint MCP server federating nine open-access legal scholarship indexes, enabling federated search, multi-jurisdiction comparison, and full-text retrieval via tools like search_legal_scholarship and compare_jurisdictions.

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

lawruler-mcp

MCP server for LawRuler Legal CRM. Provides 15 tools for lead/intake creation, retrieval, and management.

Before Users Do

Browser-backed QA MCP server that lets coding agents test web apps, collect browser evidence, and return fix-ready reports before shipping.

Canvas AIGC

A MCP server that bridges web canvas with local Codex/Claude, exposing 23 tools for reading, creating, modifying, connecting, and generating canvas content via local HTTP bridge and stdio MCP.

github-mcp

MCP server exposing GitHub tools for issues, pull requests, and code browsing via the GitHub REST API. Designed for local LLM clients with flat arguments and streamable HTTP support.

HeaderHawk

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

easyeda-mcp

MCP server for AI-assisted PCB design with EasyEDA Pro, enabling inspection, review, and automation of schematics, PCBs, and manufacturing export.

research-mcp

Search and read arXiv papers directly from Claude. Supports keyword, author, category, and date filtering plus full PDF text extraction so Claude can read, summarise, and reason over entire papers, not just abstracts.