发现优秀的 MCP 服务器

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.

ctxd

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

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.

Knowledge Fabric

An MCP-native evidence retrieval platform that ingests source material, builds lexical and vector indexes, performs hybrid retrieval, and returns structured evidence packages for AI assistants.

MLOps MCP Server

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

Prometheus Safe MCP

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

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.

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.

Bundestag MCP Server

Provides programmatic access to official German Bundestag parliamentary data, enabling LLMs to answer questions about legislation, voting records, and members.

Loom Transcript MCP Server

Extracts transcripts, titles, descriptions, and comments from Loom videos via a remote MCP server.

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.

smsmanager

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

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.

Librarian MCP Server

A local MCP server that gives AI agents structured access to a personal Obsidian knowledge vault, with semantic search, organization through Maps of Content, and git-backed history.

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.

Talon MCP

An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.

nutritionix-mcp-server

Enables AI agents to search foods, get nutritional breakdowns, and estimate exercise calories using the Nutritionix API through natural language input.

Kommo CRM MCP Server

Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including leads, contacts, companies, tasks, notes, pipelines, and products through natural language commands via the Model Context Protocol.

OpenAlex MCP Server

Enables searching scholarly papers and authors via the OpenAlex API, with no API key required.

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.

TestRail MCP Server

用于 TestRail 的 MCP 服务器 (Yòng yú TestRail de MCP fúwùqì)

rurussian-mcp

MCP server for rurussian.com that enables multi-agent learning workflows with tools for sentence parsing, lesson generation, and learner modeling.

Unity MCP

让Claude与你的Unity项目互动。

Scrapiq MCP Server

MCP server for Scrapiq, providing a tool to extract clean content from URLs. It returns title, content, links, and metadata in text, markdown, or JSON formats.

Notion-Anki MCP Server

Automatically generates Anki flashcards from Notion pages by extracting questions and answers from toggle blocks. Uses OpenAI to enhance card quality and imports them directly into Anki via AnkiConnect for spaced repetition learning.

ACP-MCP-Server

A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.

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.

DroidRun MCP Server

Enables text-based control of Android devices through Claude Code using accessibility tree automation. Supports UI interaction, app launching, text input, gestures, and navigation without requiring screenshots.