发现优秀的 MCP 服务器

editor-mcp

A secure, isolated MCP server providing full code editor functionality for AI pair programming, with Docker-based command execution and Cloudflare Tunnel remote access.

Westfield Spring Boot Standards MCP Server

MCP server that serves Spring Boot development standards to Claude Code, providing resources and tools for controllers, services, resilience, testing, and more.

mcp_dl

A geographic tool service that exposes clustering, distance calculation, and directional sorting as MCP tools via SSE protocol.

MCP4RS Open Earth Explorer

Enables discovery, analysis, and explanation of open satellite data through MCP, with support for STAC catalogs and NASA GIBS.

Visual Loop MCP Server

Enables AI clients to write, run, and visually render code in a single loop, combining secure execution via Judge0/Codebox with Playwright screenshots.

Scopus MCP Server

Scopus MCP Server enables researchers to interact with the Scopus database through natural language. It provides tools for searching documents, fetching abstracts, finding author profiles, and viewing citation overviews.

Example MCP Server

A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

Oracle of Nethys

Provides search and retrieval over a local database of Pathfinder 2e rules. Enables Claude Code to answer rules questions with cited, accurate answers from fetched entries.

Campertunity MCP Server

Campertunity MCP Server

stillos-notary

MCP server providing direct access to StillOS's signed, x402-paid verification and screening tools, including claim notarization, claim verdicts, OFAC sanctions screening, and corporate distress scoring.

MCP Servers Schemas

镜子 (jìng zi)

route-planner

An MCP server that generates running loops with OpenRouteService and exports cached routes as GPX or approximate Google Maps walking links.

Neuro Vault MCP

An MCP server that provides semantic search and vault operations for Obsidian notes, enabling agents to recall and manage notes with provenance and low token usage.

mcp-va-museum

MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.

spedas-mcp

Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing tools to discover and fetch heliophysics and planetary science data from CDAWeb, NASA PDS, and SPICE kernels.

Thalamus

Self-hosted MCP server that gives coding agents persistent, code-aware memory with structural graph recall and blast-radius planning. It links experiential decisions to code locations and provides honest measurement instruments.

voice-mcp

Transcribe voice messages to text and generate spoken audio from text, served as cached Ogg/Opus files for instant playback.

mcp-server-browserbase

这个服务器提供云端浏览器自动化功能，使用 Browserbase、Puppeteer 和 Stagehand。它使大型语言模型 (LLM) 能够与网页交互、截取屏幕截图，并在云端浏览器环境中执行 JavaScript 代码。

applescript-mcp

Enables Claude to automate macOS applications, manage files, control music, send messages, and more through AppleScript.

jama-mcp-service

MCP server for Jama Connect that brings requirements, traceability, tests, and baselines into MCP clients like Claude, Cursor, VS Code, or GitHub Copilot, with access control, audit trail, and rate limiting. It provides 53 tools across 8 individually enableable toolsets, with an admin dashboard for managing access and usage.

Observability MCP Server

Provides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.

Sentinel Gateway

MCP zero-trust gateway that sits in front of every internal MCP server, detects tool-poisoning/metadata drift in real time, and maintains a cryptographic provenance ledger of every agent tool call.

SEFAZ MT: Consulta Credenciamentos

Provides read-only access to official SEFAZ MT credential consultation data, enabling users to query credential information through natural language.

mimecast-mcp

MCP server for Mimecast Email Security — message tracking, threat intelligence, and email queue management. Enables AI assistants to investigate and manage email security events.

ISS Number

Generates a unique number derived from the International Space Station's current orbital location, useful for space-derived identifiers or deterministic random seeds.

tibiawiki_en_mcp

A server that downloads, parses, and indexes TibiaWiki content, providing 19 MCP tools for AI agents to query structured data such as creatures, items, and quests.

Health Vault

Self-hosted MCP server that syncs Xiaomi fitness data to SQLite and provides authenticated tools to query health metrics (steps, sleep, HR, etc.) for AI assistants like Grok.

PromptEngine-AI MCP

Enables prompt evaluation and refactoring via MCP protocol, allowing clients like OpenWebUI, Claude Desktop, and Cursor to access the Eliezer prompt engineer's 5-dimension scoring, ambiguity detection, and XML prompt generation.

MCP Docling Server

一个服务器，它使用模型上下文协议提供文档处理能力，允许将文档转换为 Markdown 格式、提取表格以及处理文档图像。