发现优秀的 MCP 服务器

PTC-MCP

Enables Claude Code to perform programmatic tool calling by executing Python scripts that interact with multiple MCP servers in a single round-trip. This reduces latency and token consumption by keeping intermediate tool results within the local Python runtime instead of the conversation context.

monarch-mcp-ultimate

The most capable Monarch Money MCP server, merging the best features from all known implementations into one clean TypeScript project. It provides 47 tools for comprehensive personal finance management including transactions, budgets, rules, merchant management, and intelligence analysis.

GSC MCP Server

A TypeScript Model Context Protocol server that provides 21 tools for interacting with the Google Search Console API, enabling search analytics, URL inspection, sitemap management, and more through AI assistants.

Mermaid-Grammer-Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

Blast Radius MCP

An AI-powered dependency decision engine that lets agents analyze blast radius, simulate upgrades, trace security attack paths, and visualize dependency topology in a 3D galaxy viewer.

strale-mcp

Trust and quality infrastructure for AI agents. 233+ quality-scored capabilities for company data, compliance checks, financial validation, and more. Every capability has a transparent SQS quality score. Audit trails on every call. EU AI Act support.

github-mcp-server

Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, easily run with uvx.

YouTube MCP

Provides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.

GitHub Model Context Protocol (MCP) Test Repository

用于测试 GitHub MCP (机器可读协议) 服务器功能的仓库

GitHub Stats MCP Server

Provides tools to access GitHub repository and user statistics, including repo info, user profiles, contributors, issues, and repository search.

Autokirk MCP Server

Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.

GPT QualMaster MCP Server

AI-powered assistant for qualitative research and conceptual paper writing, providing 12 specialized tools for methodology guidance, coding methods, journal submission support, and revision strategies across major research paradigms and traditions.

agent-observability-mcp

MCP server for AI agent observability, providing trace and span logging, search, latency/tokens/cost metrics, and anomaly detection using an in-memory buffer.

strava-mcp

Integrates Strava data for marathon coaching and training analysis, enabling Claude Desktop to access recent runs, weekly mileage, and pace trends.

BaaS SMS/MCP Server

A Model Context Protocol server that enables Claude to help developers implement SMS and MMS messaging features in web and mobile applications through direct integration with BaaS API services.

SarjAI EV Charging Assistant

MCP server that enables AI-powered EV charging station management, including live session tracking, automatic battery state detection, remote cable unlock, and RAG-based technical support from OCPP documentation.

clickup-mcp

Enables interaction with ClickUp workspaces, spaces, folders, lists, tasks, and comments via MCP tools.

axure-mcp-server

Extracts text, image links, and structural content from public Axure share pages to enable AI-powered prototype summarization. It features multi-page crawling and OCR fallback to process image-only designs for downstream LLM analysis.

ct-mcp

Nine deterministic MCP tools that make LLM answers prove themselves before you trust them.

Okta MCP Server

Enables LLMs to manage Okta organizations through natural language, supporting user, group, application, and policy operations via Okta's Admin APIs.

mcp-server-awtrix

Enables AI agents to control and display real-time notifications, telemetry, and custom apps on Ulanzi TC001 and compatible pixel clocks running Awtrix Light, including device management and declarative YAML-based metric polling.

mcp-garmin

Exposes Garmin Connect data through MCP, enabling retrieval of activities, health metrics, training status, and workouts, with OAuth authentication and confirmed write operations.

mcp-memory-rs

Local-first MCP memory server providing persistent, versioned, queryable memory for AI agents using JSON categories and SQLite FTS5, with optional fleet sync.

RSS-MCP

Professional RSS/Atom feed management system with AI-powered analytics including sentiment analysis, trend detection, auto-categorization, cross-source verification, automated scheduling, and content export capabilities.

AI Process Manager

Enables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.

Open Workbook

Local-first MCP runtime for fast, reversible, template-aware Excel automation, enabling agents to manipulate live Excel workbooks with safety features like snapshots and rollbacks.

repo-template

一个模型上下文协议（MCP）服务器，它与 Adobe Photoshop 的 Python API 接口。使大型语言模型（LLM）能够执行图像编辑操作、自动化工作流程，并通过结构化的命令和上下文感知的交互来管理 Photoshop 任务。

Perplexica MCP Server

An MCP server that provides AI-powered search capabilities including web, academic, YouTube, Reddit search and writing assistance via Perplexica.