Discover Awesome MCP Servers

MCP Python Refactoring

Analyzes Python code and provides guided refactoring suggestions without automatically modifying code.

mining-rights-daily-agent

Generates structured Chinese Markdown briefs on mining topics by orchestrating three MCP tools for news, resource data, and price information.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

MCP Docker Server

Enables secure Docker command execution from isolated environments like containers through MCP protocol. Provides tools for managing Docker containers, images, and Docker Compose services with security validation and async operation support.

Luminus

Provides real-time European and GB electricity grid data via MCP, including generation, prices, carbon intensity, and grid infrastructure.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows users to create custom AI tools without authentication requirements and connect them to Cloudflare AI Playground or Claude Desktop.

erpnext-server

これはTypeScriptベースのMCPサーバーで、ERPNext/Frappe APIとの連携機能を提供します。AIアシスタントがModel Context Protocolを通じてERPNextのデータや機能とやり取りできるようにします。

Neotoma

Deterministic state layer for AI agents that stores versioned entities such as contacts, tasks, transactions, and decisions with immutable observations and full provenance. Local-first SQLite memory shared across Claude, Cursor, ChatGPT, Codex, and OpenClaw via MCP and native plugins.

resy-mcp

Manage Resy reservations via natural language: search restaurants, book tables, and manage reservations, favorites, and Priority Notify.

kimi-api-mcp

MCP server that provides file operations and Moonshot API-powered tools (reasoning, code review, testing, research, web search, agent) for Kimi K2.5, requiring only a Moonshot API key.

hubdocs

Indexes and validates architecture documentation hubs, enabling agents to query IDs, dependencies, orphans, and broken links without loading the full doc tree.

MCP Smart Searcher

A smart MCP server for multi-engine web search with AI-powered results, supporting 6 search engines and web content extraction.

MCP Weather & Files AI Server

An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.

Agent Factory MCP

A universal MCP server that automatically discovers and registers CLI tools as AI-powered agents with persona configuration, enabling any CLI tool to be used as an MCP tool.

fhir-ig-rag

Provides FHIR Implementation Guide facts via MCP tools, enabling querying of must-support, bindings, constraints, and value-set usage from StructureDefinition artifacts for conformance and testing support.

mcp-server-tasktracker

An MCP server that exposes the full Task-Tracker REST API as MCP tools, enabling AI agents to manage trackers, tasks, notes, checklists, and projects conversationally.

SAP Integration Content MCP

Enables managing SAP Cloud Integration iFlows, packages, configurations, deployments, and runtime artifacts via natural language through the OData API.

Anchord MCP

Anchord MCP is a hosted remote MCP server for AI agents that need canonical identity resolution and safe write evaluation across customer systems. Resolve companies and people to canonical AnchorIDs, inspect linked records and target-system coverage, and evaluate whether a proposed write should be allowed or blocked. Read-only by design.

ctxpeek

MCP server that fetches documentation from public git repositories at specific versions, enabling AI coding assistants to access up-to-date, ref-pinned docs from source repos.

Git Helper MCP

Enables Claude to interact with git repositories by providing real-time access to repository status, branch information, commit history, and file changes. Allows users to query their git workspace through natural language commands.

Sylex Memory

Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared knowledge commons, topic channels, and agent-to-agent DMs. 23 MCP tools, free, no API key needed.

Financial Analysis MCP Server

LLM (大規模言語モデル) に金融分析機能を提供する MCP サーバー

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

RAG Documentation MCP Server

AIアシスタントが、関連するドキュメントのコンテキストで応答を強化できるように、ベクター検索を通じてドキュメントを取得および処理するためのツールを提供します。

gmod-mcp

MCP server for Garry's Mod enabling RCON command execution, Lua scripting, window control, screenshots, and SFTP file management.

APIAny MCP Server

Provides tools for discovering AI models, checking pricing, retrieving API documentation context, and generating integration examples; also supports paid async image/video tasks.

arcbounty-mcp

Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation).

Puch AI MCP Starter

A starter template for creating MCP servers compatible with Puch AI, featuring built-in tools for job searching and analysis, plus basic image processing capabilities. Includes authentication and deployment guidance for extending Puch AI with custom tools.

Time Tools MCP Server

A Model Context Protocol server for time manipulation tasks, enabling AI models to get the current date/time and calculate duration between timestamps.

Jupyter MCP Server

JupyterLab環境内で、Model Context Protocolを通じてJupyter Notebookとのインタラクションを可能にし、コードの実行やMarkdownの挿入をサポートします。