发现优秀的 MCP 服务器

Obsidian Semantic Search MCP

Read-only semantic retrieval for agents that need to find the right Obsidian note without write access.

deepcrawl-mcp

Clone, scrape and crawl any website. Free Firecrawl alternative with no API keys or rate limits.

secondbrain-mcp

Enables AI agents to list, search, read, and append to Markdown notes through MCP tool calls, making it easy to interact with a second brain folder.

Paper Distill MCP Server

An academic research tool that enables users to search across nine major paper sources, rank results with AI-driven criteria, and automate paper notifications to multiple platforms. It streamlines literature management through integrated support for Zotero, Obsidian, and personal library website generation.

OpenFGA MCP

一个实验性的模型上下文协议服务器，使大型语言模型能够读取、搜索和操作 OpenFGA 授权存储，从而为代理式人工智能和自然语言交互解锁细粒度的访问控制。

Knowledge Base MCP

A cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.

mcp_3d_relief

mcp\_3d\_relief

Google Workspace Automation Builder MCP Server

Enables automation of Google Workspace tasks, including reading/writing sheets, generating Apps Script code, and creating webhook senders, with AI assistance via Claude.

Algorand Remote MCP

A Model Context Protocol (MCP) server that provides tools and resources for AI agents to interact with the Algorand blockchain.

Underwriting Decision MCP

Demo MCP for insurance underwriting decision support, reading application forms, health questionnaires, and medical exam results to return justified recommendations using deterministic rules.

gavel

MCP server for gavel, a code-quality gate for Bazel monorepos. Exposes judge, findings, coverage and architecture tools so a coding agent can check its change against the quality gate (lint, coverage, layer rules) before declaring it done — all off the Bazel build graph, over just what changed.

continuityos

An MCP server offering hybrid memory recall and continuity tools for AI agents. It also provides a governance gateway that pre-approves risky shell/file/git actions before execution.

stm32-mcp

Enables Claude Code to build, flash, and communicate with STM32 hardware over SWD and serial, including multi-board management, live memory monitoring, and hardware sequences.

appium-mcp

Professional mobile test automation framework with AI-powered test generation, Page Object Model support, and AWS Bedrock integration.

alexa-mcp

An MCP server that lets LLMs control Amazon Alexa devices, including announcements, text commands, smart-home group management, routines, and list operations.

Motion MCP Server

Enables natural language management of Motion tasks, projects, schedules, and more via the Model Context Protocol, integrating with LLMs like Claude and ChatGPT.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.

Fibaro MCP

Enables control of Fibaro Home Center devices, scenes, variables, and system administration through natural language.

Fill-Rite MCP

Enables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.

MCP Server

Enables natural-language querying of structured data via Model Context Protocol, allowing AI agents to answer questions without SQL or API knowledge.

CatchAll (by NewsCatcher)

Web search API for comprehensive event retrieval: find every relevant event across the open web — not just top results.

datagov-ie

Enables listing thematic groups/categories on data.gov.ie (Ireland's national open-data portal) via the CKAN API.

io.github.raheb77/saudi-open-data-mcp

A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry of Finance, data.gov.sa), providing typed contracts, registry-backed metadata, and CLI/API access for dataset search, preview, and controlled export.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and getting weather data. Provides a foundation for building custom MCP servers with tools, prompts, and resources that can be deployed to Vercel's serverless platform.

renfield-mcp-calendar

Unified MCP server for calendar access connecting Exchange (EWS), Google Calendar, and CalDAV through a single MCP interface, enabling multi-calendar event management via natural language.

wafer-map-mcp

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

Remote MCP Server Authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with MCP clients like Claude Desktop.

codex-image-context-runtime

MCP server that enables Codex to run image generation and inspection as durable jobs, returning bounded text results and references instead of image bytes to keep context manageable.

Excel MCP Server

A Model Context Protocol server that enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel installation.

MCP Healthcare Server

An MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab results, insurance eligibility, and telehealth, enforcing role-based access control and audit logging.