发现优秀的 MCP 服务器

dropbox-transcripts-mcp

An MCP server that indexes plain-text podcast transcripts stored in Dropbox and makes them searchable inside Claude Code.

mcp-seo-competitors

Enables SEO competitive analysis by retrieving domain ranked keywords via DataForSEO Labs, integrated through Pipeworx MCP gateway.

arcana

Provides tarot reading capabilities including drawing spreads, looking up card interpretations, listing cards, and retrieving reading history for LLM integration.

agentbrain

Local-first long-term memory for AI agents via a Markdown vault, offering MCP tools to query, ingest, lint, distill, and manage agent lessons and profile suggestions.

SAPient MCP

A production-ready MCP server that enables LLMs to automate SAP GUI using RoboSAPiens, supporting both stdio and SSE modes.

Clearinghouse

A single-auth MCP server that gives Claude unified access to deal intelligence from Salesforce, Slack, and Gong, enabling natural-language queries about deal status, activity, and pipeline health.

Kaggle MCP Server

用于与 Kaggle 竞赛交互的 MCP 服务器

User Prompt MCP

一个用于 Cursor 的模型上下文协议 (MCP) 服务器，它允许在生成过程中请求用户输入。 (Or, a slightly more formal translation:) 一个为 Cursor 设计的模型上下文协议 (MCP) 服务器，该服务器能够在生成内容的过程中请求用户提供输入。

mcp-server-unifi

MCP server for managing UniFi Network Controllers, providing tools to read and modify network configurations, clients, devices, events, diagnostics, and backups via API key.

After Effects MCP Server

Enables AI assistants and applications to control Adobe After Effects through the Model Context Protocol for composition, layer management, and animation.

MCP File Explorer

A beginner MCP server that enables Claude to read local text, CSV, and Markdown files. Built as a learning project to understand how to connect AI to local file systems using the MCP protocol.

SpaceX MCP Server

A lightweight MCP server that provides analytics on SpaceX launches, including launch counts per year, success vs failure totals, and most-used launch site.

Perplexity Comet MCP

Bridges Claude with Perplexity's Comet browser for autonomous web browsing, research, and multi-tab workflow management. Supports dynamic content interaction, login wall handling, file uploads, and intelligent completion detection across Windows, macOS, and WSL platforms.

mcp-pymilvus-code-generator

一个基于 SSE 的 MCP 支持的 pimilvus 代码生成助手

MCP Collections

MCP 服务器合集

Engram

Persistent memory for AI agents. Stores verbatim conversation transcripts and makes them searchable by meaning via semantic embeddings.

lsp-mcp

A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.

MCP Server Hero

A professional Python framework and template for building robust Model Context Protocol (MCP) servers with modular architecture, enterprise features like authentication and rate limiting, and comprehensive tooling. Provides easy-to-use APIs for registering tools, resources, and prompts with full type safety and multiple transport support.

ReasonForge

Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.

Web-LLM MCP Server

A server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.

MCP Orquestacion de Agentes

MCP server that exposes tools to query an e-commerce database (customers, sales, products) using natural language, orchestrated by a LangChain agent with Groq's LLM.

chrome-devtools-mcp

Enables coding agents to control and inspect a live Chrome browser via MCP, providing Chrome DevTools capabilities for automation, debugging, and performance analysis.

vergabe-mcp

An MCP server for the German federal public-tender portal that enables searching live tenders with filters and retrieving notices in domain model, eForms XML, or OCDS format.

MCP OAuth2.1 with AWS Cognito Example

Demonstrates how to secure an MCP server with OAuth 2.1 using AWS Cognito, with support for dynamic client registration and client ID metadata documents.

NASA ADS MCP Server

Provides seamless access to the NASA Astrophysics Data System (ADS) for searching astronomical papers, tracking citations and metrics, managing paper libraries, and exporting BibTeX references through natural language conversation.

some-vault-some-mcp

MCP server that gives AI models read/write access to Obsidian vaults with semantic search, link graph analysis, canvas manipulation, and incremental indexing.

accessibility-mcp-server

Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2.2) including color contrast analysis, ARIA validation, and full accessibility report generation without requiring any API key.

mistral-simple-mcp

Enables agents to delegate single-shot text completion and schema-validated structured data extraction to Mistral AI models over Streamable HTTP or stdio.

microfarm-mcp

Enables AI assistants to assess any parcel for micro-farm viability (climate, water, farmland context, access, flood risk) and dwelling feasibility, and to find real land for sale from free, keyless public data sources.