Discover Awesome MCP Servers

openclaw-cli

Enables interaction with OpenClaw agents via MCP, supporting natural language queries and session management.

WebSearch-MCP

A standard MCP stdio service combining Grok AI search with Tavily structured retrieval, enabling web search, fetching, site mapping, and source management for MCP clients.

seosiri-biorobotics

A stateless, deterministic Bio-Robotics Core Engine converting biological data (UniProt API) to G-code.

MCP OpenAI Server

Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1-preview, o1-mini) through a Model Context Protocol integration, allowing users to query and compare responses from different AI models within Claude Desktop.

gcontext-mcp

Bridges AI agents to a gcontext workspace in the cloud, enabling file and folder management while keeping secret values and script execution local.

ABAP-ADT-API MCP-Server

A Model Context Protocol server that facilitates seamless communication between ABAP systems and MCP clients for managing ABAP objects, transport requests, and code analysis. It acts as a wrapper for the ABAP ADT API to enhance the efficiency of ABAP development workflows.

MCP Server Template

A minimal MCP server template with tools for string reversal and basic arithmetic operations.

Nomad Stays

The Nomad Stays MCP Server provides access to a curated database of remote-work-friendly accommodations around the world. This API supports both the Model Context Protocol (MCP) for AI assistants and standard REST endpoints for direct integration.

MCP Trading Agent

Enables an AI agent to perform live demo trading analysis using market data, news, backtesting, breakout scanning, and persistent trading knowledge tools.

Memorised them All

Imagine you could hand Claude a filing cabinet of your documents and say "remember all of this." Later you just ask questions, and Claude answers from what it remembers — citing which document each fact came from. That's Memorised them All. It's a small add-on (an MCP server) for Claude Desktop and Claude Code that: Reads your files — PDFs, Word/Excel/PowerPoint, web pages, images (with OCR), ev

Railway MCP Server

MCP server with Streamable HTTP transport, deployed on Railway, offering tools like weather, BMI calculator, greetings, and question generation.

report-needs

Enables AI agents to report and vote on infrastructure needs, providing developers with ranked demand signals to prioritize what to build next.

MCP-RAG

MCP 서버를 활용하는 RAG 시스템

agentic-devops-assistant

Enables AI-driven DevOps project analysis and automation through dynamic tool selection for file inspection, Dockerfile analysis, health checks, and test execution.

Secure Host MCP

Exposes a Windows or Linux host terminal to remote MCP clients via Streamable HTTP, enabling command execution, tunnel management, and privileged operations with security features like OAuth and audit logging.

rhdp-blog-search

Enables searching Red Hat Developer content such as blogs, articles, and learning paths with filters for content type, product, and topic, plus fetching full article text as clean markdown.

openbusdata

MCP server for the UK Bus Open Data Service, enabling timetable queries, stop search, route discovery, journey planning, and real-time bus tracking.

Component Harvester MCP Server

Harvests React components from Aceternity UI and Shadcn UI, fetching code and metadata to generate integration prompts for AI agents.

mcp-meta-brand-presence-mapper

Enables resolving a company domain to its Instagram, Threads, and Facebook accounts with follower and post counts.

geocoding-mcp

An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with no API key required.

wazza-mcp-test-server

A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, exposing endpoints for tool discovery and calling.

sostenuto

Provides a selective persistent memory layer for AI companions, enabling structured recall, reinforcement, and time-decayed retrieval through an MCP interface.

Subnet Calculator MCP Server

Enables subnet calculations from CIDR notation, providing network address, broadcast address, netmask, wildcard mask, usable host range, and number of usable hosts.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

mcp-file-oper

file operation

turhal-python-runner-mcp

Executes Python code in isolated subprocesses with resource limits and timeout, designed for safe execution in Docker containers.

SEO, AEO, GEO & Digital Marketing Audit + Safe Fix MCP Server

An advanced, AI-powered Model Context Protocol (MCP) server that acts as a comprehensive Growth Auditor, SEO Optimizer, and Code Fixer.

Coda MCP Server

This MCP server enables seamless integration with Coda.io for document, table, and row management. It provides tools to fetch, upsert, and delete data through natural language commands.

kaito-mcp-server

Provides crypto market intelligence tools, reference resources, and prompt templates for sentiment analysis, mindshare tracking, social intelligence, and more.

Google Forms MCP

MCP server for reading, editing, and publishing Google Forms with the official Google Forms API. Enables AI agents to programmatically create, modify, and manage forms and responses.