发现优秀的 MCP 服务器

mcp-azure-devops

Enables AI assistants to query and manage Azure DevOps projects, boards, work items, repos, pull requests, and pipelines while enforcing governance boundaries such as access modes, project scoping, protected projects, delete gating, and typed confirmations.

mcp-granola

An MCP server that provides AI agents access to Granola meeting notes. It enables searching notes, retrieving full content with transcripts, and paginating through meeting history.

Adi MCP Server

Enables LLMs to fetch real-time weather data for any city and perform basic arithmetic operations like addition.

mac-messages-mcp

一个 Python 桥接器，用于使用 MCP (多重上下文协议) 与 macOS 消息应用进行交互。 使用 uvx 简单安装：mac-messages-mcp

Hive Tax Observer

Classifies on-chain crypto transactions into sale, swap, income, or transfer for observational tax-event tracking, surfacing cost-basis-relevant inputs.

OpenProject MCP Server

Write-capable MCP server for OpenProject API v3 with Community Edition support. Search, create, update, assign, prioritize, and comment on work packages.

Google BigQuery MCP Server

Enables natural language exploration and querying of Google BigQuery datasets through four tools: listing datasets, inspecting table schemas, generating SQL queries with LLM assistance, and executing approved queries.

ssr-concept-mcp

Concept-test your product with synthetic consumers, straight from Claude Code. It turns free-text reactions from roleplayed personas into purchase-intent reports using Semantic Similarity Rating.

S3 Data Lake MCP Server

Enables AI agents to query S3 data lakes using natural language, with support for CSV, JSON, Parquet and tools for data discovery, analysis, and metadata exploration.

yandex-metrika-mcp

Read-only MCP server for Yandex Metrika analytics, enabling report retrieval via MCP clients like Claude Code or Cursor without modifying any data.

PuckAPI

NHL hockey data MCP server. 12 tools covering games, standings, player stats, goalie stats, odds, line movement, and matchup analysis across 16 seasons.

Crumbtrail MCP Server

Retrieves captured bug context and evidence for coding agents, enabling progressive disclosure of sessions, manifests, and window correlations to diagnose and fix issues.

MCP Gateway

Aggregates multiple MCP servers into a single gateway with unified top-level tools, reducing LLM context usage and enabling IDE compatibility by consolidating many tools into fewer interface functions.

GPT5 Event Record MCP Server

Provides tournament event records from the WaterPoker database with intelligent natural language filtering and multiple output formats.

splitwise-mcp

Connects Claude to Splitwise for natural-language access to expenses, groups, friends, and balances.

Amalgix

Cross-model evidence pipeline for financial filings and contracts, providing source-grounded claims with verification via MCP and REST, with x402 pay-per-call.

obsidian-vault-mcp

Enables AI agents to list, read, search, create, update, rename, and delete markdown notes in a local Obsidian vault via an HTTP MCP endpoint.

tcgen-st-test-mcp

Provides offline semantic validation for TcGen Structured Text (ST) review bundles by normalizing ST code, generating STruC++ tests from JSON specs, and executing them via the strucpp CLI.

ABCM MCP Server

Enables interaction with Agent Build Context Manager workspaces through MCP, providing safe file operations, scoped discovery, and an authenticated REST file API for managing project context.

postman-mcp-server

Postman MCP 服务器

mcp_repo_96c7c875

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Code2Flow MCP Server

一个服务器，它将 code2flow 命令行工具包装成一个 MCP 服务，允许 AI 应用程序通过标准化的协议生成和访问代码调用图。

LocalForge

Enables hybrid agentic coding by delegating token-heavy implementation, editing, and test-debug loops to local open-source models while frontier cloud models handle architecture and review, reducing premium API token usage and keeping code private.

Chakudya MCP Server

Exposes the Chakudya Nutrition Registry API as MCP tools, enabling clients to search Malawian food data, perform clinical nutrition lookups, and query a RAG knowledge base.

SEFAZ PE: Dívida Ativa

Enables users to query official SEFAZ Pernambuco active tax debt (dívida ativa) records through a read-only MCP tool, using magic-link authentication and compatible with any MCP client like Claude Desktop and Cursor.

legacy-mcp

Wraps a legacy SOAP + stored-procedure backend with governed MCP tools, including a semantic data dictionary, compensation for transactionless writes, and load protection, enabling AI agents to safely operate on enterprise systems.

Cloudways MCP Server

A simple MCP server that provides read-only access to Cloudways hosting resources, including servers, applications, monitoring data, and team management features.

@1tempmail/mcp-server

Enables AI assistants to generate temporary email addresses, check inboxes, and read messages using the 1TempMail API.

sql-steward

A governed SQL gateway that exposes typed tools to AI agents, compiling safe read-only queries from a semantic layer while blocking PII before execution, supporting SQL Server, Postgres, and SQLite.