发现优秀的 MCP 服务器

metaflow-mcp-server

Enables coding agents to interact with Metaflow workflows, including querying flows, runs, tasks, logs, and artifacts across any Metaflow backend.

GitHub Flow MCP

A policy-aware MCP server for GitHub and GitHub Actions that enables safe AI-assisted infrastructure workflows—inspecting repositories, preparing branches and pull requests, and constrained remote mutations behind explicit preview-bound approval tokens.

totem

Totem provides Claude with full read and write access to wearable device data, starting with Whoop, through its private iOS API.

Expense Tracker MCP Server

Parses PDF receipts to extract grocery and shopping expenses, automatically categorizes items using smart rules and LLM fallback, and stores them in a local SQLite database for querying purchase history and spending patterns.

Trace MCP

Detects schema mismatches between data producers and consumers through static analysis, supporting extraction, comparison, code generation, and automated validation with watch mode for MCP tools, APIs, and service contracts.

mcp-memory-server

Persistent agent memory MCP server using Markdown files and SQLite FTS5 for saving and recalling memories via tools like memory_save and memory_recall.

Turbify Store MCP Server

Provides tools to create, update, delete, and search catalog items through the Turbify Store Catalog API.

ctxd

A context firewall MCP server for AI coding agents that selects minimal useful context, provides persistent project memory, and manages sessions and handoffs.

mcp-google-docs

使用 MCP (Metoro 控制协议) 操作 Google 表格和 Google 云端硬盘的工具。

agent-walkie-talkie

Enables autonomous agent-to-agent communication between Claude Code instances using Redis Streams, with Discord and web UI for monitoring and intervention.

MCP Server Test

测试服务器仓库 (Cèshì fúwùqì cāngkù)

agentic-task-system

About Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app.

myteam-mcp

MCP server for the HR platform 'МояКоманда' that enables AI assistants to access and interact with HR data like employees, teams, calendar, absences, requests, knowledge base, surveys, and more via its REST API.

team-tracker-mcp

MCP server for team task tracking, code review, and activity monitoring via Claude Code. Assign tasks, track branch activity, review code, and get daily summaries through natural language.

AWS Health MCP Server

MCP server that exposes AWS Health API as tools for checking service health, events, and scheduled maintenance at account or organization level.

Directus Task MCP Server

Enables AI assistants to manage tasks in Directus databases with automatic schema synchronization, supporting CRUD operations, filtering by status and priority, and TypeScript type safety.

pdf-filler-mcp

Enables filling any PDF form, including scanned or AcroForm, through a browser-based drag-and-drop editor. Works entirely locally with no data leaving the machine.

MLOps MCP Server

Enables Claude to interact with ML experiment tracking, model registries, and deployment pipelines across popular MLOps platforms like MLflow.

Astro Docs MCP Server

一个 MCP 服务器，为 AI 助手提供访问 Astro 文档的权限，使其能够在帮助用户处理与 Astro 相关的任务时搜索和参考 Astro 文档。

MCP Keyword Search Server

Enables searching for keywords in files with support for case-sensitive/insensitive matching, returning line numbers, full line content, and match counts for all occurrences.

Platfone MCP - Receive SMS & Virtual Numbers

Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle.

Prometheus Safe MCP

Executes constrained, read-only Prometheus queries for instant metrics, active alerts, and target health, with bounded resource usage and audit records.

TaskForge

MCP server that enables AI agents to manage tasks, boards, lists, and comments on a Kanban-style project management system through JSON-RPC methods.

nanmesh-mcp

MCP server for NaN Mesh, enabling AI agents to search entities, cast trust reviews, register agents, post content, and query trust scores from the AI trust network.

MCP Smart Contract Analyst

Enables interaction with the Monad blockchain to analyze smart contract source code for functionality and security, with decompilation support for unverified contracts.

smsmanager

MCP server for sending SMS messages via SmsManager.cz HTTP API, supporting high, economy, and low delivery gateways.

agent-reader

An MCP server that enables AI agents to instantly convert Markdown into beautiful, ready-to-deliver Word, PDF, HTML with sidebars, and Slideshow documents, bridging the "last mile" of AI content generation.

semaphore

Reads login-walled web pages by replaying cookies from your browser, returning clean markdown via MCP tools.

Context Catalog MCP

Exposes schema, lineage, and data-quality trust signals from a SQLite-backed catalog as MCP tools, enabling AI agents to answer grounded questions about datasets without hallucinating.

JIRA MCP Server

Enables AI systems to interact with JIRA through natural language, allowing users to retrieve issue details, create new tickets, search using JQL, and access project information.