Discover Awesome MCP Servers

API to MCP

Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor and Claude Desktop to call internal services directly.

epwforge-mcp

Weather files (EPW/DDY) for building energy simulation, on-demand. Four tools: search the 17,000-station catalog, analyze any EPW (design conditions, HDD/CDD, DesignDay IDF emit), render 5 chart types (diurnal, wind rose, temp carpet, monthly box plot, comparison), and generate TMY/AMY/CMIP6-morphed scenarios with UHI, extreme events, and wildfire smoke overlays. 3 of 4 tools work without API key.

MCP Weather Demo

A demonstration server for ModelContextProtocol that provides weather tools and prompts for Claude AI, allowing LLMs to access external data without manual copying.

SAP OData MCP Server

Enables AI assistants to integrate with SAP systems via OData REST APIs for querying entity sets, performing CRUD operations, and executing function imports. It features automatic service discovery, CSRF token management, and smart connection handling without requiring the SAP RFC SDK.

cross-review

MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, Gemini, DeepSeek, Grok, and Perplexity with unanimous convergence gates.

mcp-server-woocommerce

MCP server for managing WooCommerce stores through AI assistants like Claude. Provides 101 tools covering products, orders, customers, coupons, shipping, taxes, webhooks, settings, reports, and more.

Task MCP Server

Enables AI clients to manage todo tasks through Tools for adding, listing, completing, and searching, alongside Prompts for daily reviews and task breakdowns. Exposes task lists and statistics as Resources with local JSON file persistence.

switchyard

Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.) with cost-aware tier routing and parallel wave orchestration.

Nabu + Nisaba

Provides semantic code intelligence tools (search, structural views) and a workspace TUI interface for LLM agents to efficiently navigate codebases, manage context, and maintain architectural patterns across Python, Java, C++, and Perl projects.

Serveur MCP SSE pour Google Docs

专门用于管理 Google Docs 文档的 MCP SSE 服务器

Google Ads MCP Reader

A read-only MCP server for querying Google Ads data using GAQL, enabling AI assistants to safely read campaign performance, ad groups, and keywords.

ghost-mcp

Enables interaction with Ghost CMS sites through both Content (read-only) and Admin (read/write) APIs, allowing natural language management of posts, pages, tags, and settings.

RentCast MCP Server

Connects Claude to the RentCast API to provide tools for accessing property valuations, rent estimates, and real estate market statistics. Users can retrieve detailed property data and active listings for specific ZIP codes through natural language queries.

DocAgent

Enables document retrieval, OCR, web search, and calculator tools via a RAG pipeline and LangGraph agent, all running locally with Ollama.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely via SSE. Provides quick deployment and connection to MCP clients like Claude Desktop and Cloudflare AI Playground.

Google Workspace MCP Server

Enables AI agents to interact with Google Workspace (Gmail, Calendar, Sheets, Drive, Docs) through MCP tools, allowing natural language commands to manage emails, schedule events, and handle documents via a Telegram bot interface.

Slack MCP Server

This MCP server provides integration with the Slack API via HTTP transport, allowing for channel management and message operations. It enables users to list channels, send or edit messages, search message history, and retrieve user information through standardized tools.

Poke PC

Provides a Dockerized MCP worker that gives Poke AI assistants persistent terminal control and filesystem access on your machine, with automatic tunnel connection and optional command notifications.

Pitstop

Description: Classify AI/API execution failures. * Returns WAIT, CAP, or STOP with * corpus-grounded precedent from 63 * confirmed production failures.

kimai-mcp-server

MCP server for Kimai time-tracking that provides read access to the full API and guarded write tools for timesheets, with explicit authorization and backups.

realagent-mcp

An MCP server that enables AI agents to perform SM2-based identity binding, generate and verify SD-JWT verifiable presentations, and use SM2 cryptographic operations with local communication and national cryptography encryption.

AI Research Assistant MCP Server

An MCP-based AI agent that retrieves and processes documents to answer queries using a RAG pipeline with LangChain and Claude models. It enables document indexing, context-aware retrieval, and multi-tool orchestration for research and knowledgebase applications.

11fgb-cleaning-tools-mcp

Provides deterministic cleaning cost, time, crew, and chemical usage estimates for homes and offices via MCP and HTTP endpoints.

4everland-hosting-mcp

Enables AI-driven deployment of code to decentralized storage networks like Greenfield, IPFS, and Arweave, providing instantly accessible webpage domains.

Memory Engine MCP Server

A high-performance MCP server providing long-term memory storage with semantic and keyword search capabilities, using SQLite and fastembed for sub-200ms queries.

Build a MCP Server

一个集成了训练好的随机森林模型与 Bee Framework 的服务器，为 AI 工具和代理启用 ReAct 交互性。

hostwares-mcp

Enables deploying sites, managing databases, and troubleshooting deployments on Hostwares from AI assistants.

@krovacloud/mcp

MCP server for interacting with the Krova Cloud API, enabling AI assistants like Claude to manage cloud resources.

LDAP4Claude

MCP server that connects Claude Code to LDAP/Active Directory for user lookup, group management, authentication, and role mapping.