发现优秀的 MCP 服务器

linkedin-mcp

Enables Claude Code users to safely edit their own LinkedIn profile by drafting proposed changes as diffs and requiring explicit human approval before the single write tool applies them.

STS2 Modding MCP

Provides 151 tools for reverse-engineering, code generation, building, deploying, live scene inspection, and automated playtesting for Slay the Spire 2 modding.

Cituna MCP Server

Brings Cituna's AI visibility tracking, audits, and Google Search Console data into Claude via MCP.

github-mcp

An MCP server that enables AI assistants to interact with GitHub via a fine-grained personal access token — pushing commits, managing branches, opening and merging PRs, creating issues, and reading repositories. It runs locally with no telemetry and supports a read-only mode.

YFinance MCP Server

Provides financial data from Yahoo Finance via MCP, enabling AI agents to access real-time stock info, historical prices, financial statements, and market analysis.

Odds-API MCP Server

Enables AI assistants to access sports betting odds data from 265+ bookmakers across 34 sports, including events, odds, historical data, arbitrage, and value bets.

FTIR.fun MCP Server

Enables analysis of FTIR spectra by accepting peak lists, natural-language descriptions, or base64-encoded spectrum files and returning spectral-library candidates from the FTIR.fun API.

agentforge-trust-mcp

MCP server exposing AgentForge Trust Score audit tools. Query trust, evaluate policies, list trusted servers, recommend with filter.

MCP Failure Lab

A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers, enabling deterministic fault injection and testing of reliability scenarios.

@runapi.ai/gemini-omni-mcp

MCP server for the Gemini Omni model line, enabling task creation (audio, character, text-to-video) and pricing checks through RunAPI.

Bay Run

Enables agents to discover, evaluate, and serve task-specialist models (embeddings, reranking, classification, extraction) with OpenAI-compatible endpoints and MCP tools for routing, embedding, reranking, and extraction.

dm_mcp_server

MCP server for Dameng database, providing tools to test connection, list tables, count tables, and execute SQL via environment variables.

Expense Tracker MCP

An AI-powered Expense Tracker built using FastMCP and SQLite that exposes expense management capabilities as MCP tools, allowing AI assistants to interact with a persistent expense database.

MCP Weather Server

Provides hourly weather forecasts using the AccuWeather API, including current conditions and 12-hour forecast with precipitation details.

trip2g

Self-hosted knowledge mesh with built-in MCP server enabling AI agents to search and retrieve notes across federated hubs.

Natural Language MySQL Query System

A Model Context Protocol (MCP) server that converts natural language queries into SQL statements, allowing users to query MySQL databases using conversational language instead of writing SQL code.

Insurance Premium Calculator

This MCP server provides tools to calculate and compare insurance premiums across term, health, and vehicle policies based on age and coverage. It allows users to refine health insurance estimates by factoring in smoking status and pre-existing conditions.

Legalithm

EU AI Act compliance in your editor.Classify risk, cite obligations, draft Article 50 disclosures. Offline, no API key.

Sellfox MCP

Enables AI assistants to query and analyze Amazon seller data from Sellfox, including sales, advertising, profits, inventory, and reviews, through natural language.

Bitget Wallet MCP Server

Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token data, security audits, and market statistics. It allows users to retrieve real-time prices, liquidity pool information, and generate unsigned swap transaction data across various blockchains.

MCP Toolkit

A free MCP server that adds read-only tools for current time, precise math, and text stats, plugging into both Claude and ChatGPT.

meet-live-assist

Provides live meeting context to an AI assistant during Google Meet or Zoom calls, enabling real-time transcript reading, decision tracking, and actionable advice in a side panel.

Figma + Notion MCP Server

A Python-based MCP server that enables users to view, search, and edit Figma files and Notion documents through natural language commands. It features specialized tools for automated Figma design generation from text descriptions and integrated project tracking across Figma, Notion, and Asana.

SERPJET MCP Server

Enables AI agents to perform Google searches and retrieve structured JSON results for 10 types including web, images, news, and shopping with live prices. Offers 1,000 free searches per month with no credit card required.

mcp-ocr-anagrafica

Remote MCP server for extracting structured data from images, PDFs, and XML documents using LLM Vision models. Provides specialized tools for demographic and invoice data extraction with support for multi-part documents.

codebase-visualizer

Provides a code graph querying and visualization MCP server, enabling users to search, trace, and describe code components, overlay diffs, and explore architecture through natural language.

Redmine MCP Server

A Model Context Protocol server that enables Claude Code to directly interact with Redmine project management systems, supporting issue management, project operations, and search features.

Dependency MCP Server

A Model Context Protocol server for checking package versions and metadata across multiple package managers including npm, PyPI, Maven, NuGet, RubyGems, Crates.io, and Go modules.