Discover Awesome MCP Servers

Crawl4AI+SearXNG MCP Server

Enables AI agents to search the web, crawl websites, and perform intelligent RAG queries with semantic search capabilities. Includes integrated private search engine, vector database storage, and optional knowledge graph for AI hallucination detection in code repositories.

Super Singularity MCP Server

Integrates Claude Desktop with Super Singularity's course creation API, enabling creation and management of courses with multiple card types (content, quiz, poll, form, video, audio, link), ElevenLabs text-to-speech generation, and Azure Blob Storage for audio hosting.

Multi-Search MCP Server

Provides unified web search across multiple providers (Google, Tavily, DuckDuckGo, Brave) with automatic fallback, maximizing free API quota usage for AI workflows.

KentraBOT MCP Server

Enables LLMs to control a two-track robot through movement commands, providing independent track control, high-level directional driving (forward, backward, left, right), and emergency stop functionality.

mcp-compress

Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.

yt-analysis-mcp

Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.

Clerk MCP Server

Enables complete user management for Clerk authentication service through MCP. Supports listing, deleting, locking, and unlocking users with secure API integration.

Statespace

Enables users to document data and connect it to AI agents by defining tools and instructions in markdown files. It supports building RAG and text-to-SQL applications that can be deployed as MCP servers, APIs, or CLIs.

Kibana MCP Server

Provides seamless access to Kibana and Periscope logs through a unified API with KQL and SQL querying, AI-powered log analysis, and support for searching across 1.3+ billion logs in 9 indexes.

Firecrawl Local MCP

Provides web scraping, crawling, and site mapping capabilities by connecting directly to a self-hosted Firecrawl instance. It enables users to extract website content in markdown format and manage crawling jobs without an external API key.

MkDocs MCP Server

Enables AI assistants to access and search MkDocs documentation through tools for full-text search, page navigation, and code block extraction. It serves documentation pages as readable resources and provides structural outlines to help LLMs navigate documentation content.

Express MCP Server

A basic serverless MCP server example running on Netlify Functions using Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment.

Secure Remote MCP Server

Acts as an AI Gateway for MCP servers using Azure API Management, implementing the latest MCP Authorization specification.

codewatch-memory

An observational memory server that uses LLM agents to capture, compress, and recall project-specific decisions and context across AI coding sessions. It stores structured observations in SQLite to maintain long-term session continuity and architectural awareness.

Couchbase MCP Server for LLMs

A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.

Daiso MCP Server

Enables searching for Daiso products, locating nearby stores, and checking inventory status through a serverless Cloudflare Workers architecture.

FastMCP Boilerplate

A modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.

Luskad MCP

Provides access to coding rules, standards, and project documentation from Luskad.com. Enables AI assistants to search and retrieve team coding guidelines, project features, and development standards directly within your IDE.

Elixir Linux MCP Server

基于Elixir的Linux源码查询MCP Server

Webcam MCP

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

gcloud MCP Cloud Run

Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.

Stadia Maps Location API MCP Server

The Stadia Maps MCP server provides AI assistants with access to Stadia Maps APIs for location services, geocoding, routing, and mapping capabilities.

Outreach io MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Outreach.io (beta): https://www.cdata.com/download/download.aspx?sku=KRZK-V&type=beta

Hello World MCP Server

A simple MCP server that provides a basic greeting tool for saying hello with customizable names. Serves as a boilerplate template for developers to quickly create and deploy new MCP servers.

MCP Orchestration Server

A master control program that orchestrates intelligent agents with a plug-and-play architecture, enabling seamless coordination and management of AI agent workflows.

QR Code By API Ninjas MCP Server

Enables generation of customizable QR codes through the API Ninjas service, supporting multiple image formats (PNG, JPG, SVG, EPS) with configurable colors and sizes.

Mantis MCP Server

Mirror of

Apifox MCP Server

Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development efficiency and code generation quality.

VaultMesh Architect MCP Server

Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.