Discover Awesome MCP Servers

Swagger Explorer MCP

一个管理控制平面服务器，允许用户探索和分析 Swagger/OpenAPI 规范，提供诸如端点探索、模式分析和可定制的响应格式等功能，并支持身份验证以及与 Claude 等工具的集成。

Safra MCP

Enables AI assistants to securely read balances, statements, credit card bills, and investments from Safra accounts via Open Finance Brasil. Read-only, regulated by the Central Bank of Brazil.

todo-tree MCP Server

Exposes your todo-tree task list as MCP tools for reading and managing tasks via MCP-compatible AI clients like Claude Desktop.

article-review-mcp

A visual MCP server for reviewing explicit article patches with categorized comments, enabling deterministic patch validation, interactive accept/reject/edit decisions, and final article assembly.

windbg-mcp

MCP server that drives cdb.exe/kd.exe to provide WinDbg debugging to LLM agents, enabling crash dump analysis, live process debugging, kernel debugging, and a searchable command reference.

power-platform-orchestration-agent

Automates enterprise Power Platform project setup and management via MCP, reducing setup time from weeks to hours through template-based provisioning, Azure DevOps orchestration, and direct API integration.

ccg-mcp

Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdio MCP, without requiring local CLI tools.

Kubernetes Tools MCP Server

Provides a set of read-only Kubernetes functions via an MCP server, enabling interaction with Kubernetes clusters through agents or coding assistants like GitHub Copilot.

Majestic MCP Server

An MCP server that provides access to the Majestic SEO API, allowing users to retrieve metrics like Trust Flow, Citation Flow, and backlink data. It enables domain comparisons, anchor text analysis, and tracking of new or lost backlinks through nine specialized tools.

GitHub MCP Server

Enables direct GitHub operations through Claude and Cursor, including repository management, branch creation, issue tracking, and pull request management. Provides seamless integration with GitHub API for comprehensive project workflow automation.

MCP Code Crosscheck

Enables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.

data-denver

Access and query Denver open geospatial data via the ArcGIS REST API, enabling natural language questions about Denver's datasets.

429-throttle-mcp

Transparent rate-limiting MCP proxy that prevents HTTP 429 errors by throttling API calls and tokens. Includes tools to check usage and dynamically adjust rate limits.

acommune

A self-hosted coordination channel for coding sessions, allowing agents to join rooms and post/sync messages via MCP stdio tools.

FeedOracle Risk MCP

Stablecoin risk intelligence MCP — 13 tools covering CCI concentration risk, reserve drift, depeg probability, and risk scoring for RLUSD, USDT, USDC, EURC. Real-time monitoring with SAFE/CAUTION/AVOID verdicts. MiCA Art.25/35 relevant.

Feedback Synthesis MCP

MCP server that synthesizes user feedback from multiple sources into actionable insights. Aggregates reviews, support tickets, and survey responses to identify patterns and priorities.

ultimate-gemini-mcp

MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resolution image generation with advanced reasoning, up to 14 reference images, Google Search grounding, and automatic thinking mode.

Questionnaire Component Governance MCP Demo

Enables AI agents to query component governance rules, validate component props, and generate development prompts for questionnaire editors.

Example MCP Server

A minimal Node.js Model Context Protocol server that exposes two simple tools ('add' and 'getTime') that can be called from AI assistants like Claude Desktop or Cursor.

flaim

Connect ESPN & Yahoo fantasy leagues to AI assistants via MCP. Read-only tools for rosters, standings, matchups, free agents, and league info across football and baseball.

Creating a simple MCP server

正在尝试 MCP 服务器... 也许会很棒，对吧？

goat

Enables querying a personal fact store (facts with about and learned timestamps) through natural language over the Model Context Protocol. Supports scheduling importers to keep facts up-to-date.

hippocampus-mcp

A personal memory MCP server that ingests AI agent conversation logs from multiple platforms into a searchable PostgreSQL+pgvector database, enabling cross-session recall of past reasoning and decisions.

PlanSmart Enterprise RAG

Enables Claude to retrieve and reason over internal business documents, client histories, and SOPs stored in ChromaDB for hallucination-free, context-aware responses.

Plex MCP Server

Enables search, browsing, and management of Plex media libraries including movies, TV shows, and music, with support for playlists, watch history, natural language music discovery, and detailed media information retrieval.

사장님 머니핏 (MoneyFit)

Analyzes government support program announcements and business profiles to determine eligibility, identify missing information, detect risks, and generate application plans for small business owners.

Local Mcp Server Sample

这是一个本地 MCP 服务器的示例。

GoDevMCP

一个用于 Go 语言开发的 MCP 服务器。 (Yī gè yòng yú Go yǔyán kāifā de MCP fúwùqì.) Alternatively, depending on the context, you might also say: 用于 Golang 开发的 MCP 服务器 (Yòng yú Golang kāifā de MCP fúwùqì) The second option is more concise and common in technical contexts where "Golang" is already understood.

PromptTuner MCP

Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, improving clarity, applying best practices like chain-of-thought and few-shot learning, and scoring prompt quality across multiple dimensions.

MCP API Server

A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.