Discover Awesome MCP Servers

ilystics-mcp

This repository is the public manifest for the hosted Vibe Springs MCP server. The server runs at https://vibesprings.net/mcp — there is nothing to install or build. Connect directly over Streamable HTTP. 🌐 Endpoint: https://vibesprings.net/mcp (Streamable HTTP, stateless) 🧰 22 tools — 2 free, 20 pay-per-call 💸 Payment: x402 on Base mainnet (USDC), signed per call by the agent's own wallet 📖

Knowledge MCP Service

Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.

@chatmaid/mcp

Enables sending WhatsApp messages and managing Chatmaid account from any MCP-compatible AI client.

hackbrowser-mcp

Enables AI agents to perform security testing on web applications by controlling a Firefox browser with 39 security tools, including injection testing and access control analysis.

GitLab MCP Server

Enables interaction with GitLab via the GitLab REST API v4, providing tools for managing projects, merge requests, issues, pipelines, and more through MCP.

CCR

CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, and a sandboxed Python REPL.

Search MCP Server

Provides 27 tools for web search, content extraction, and data processing without requiring any API keys.

lovable-mcp-server

An MCP server for real-time analysis of Lovable-generated projects, enabling Claude Desktop to instantly understand project structure, components, dependencies, and more.

repo-cartographer

An MCP server that maps any repository into architecture diagrams, providing tools for scanning code facts, building import graphs, and generating Mermaid/DOT diagrams, plus architecture rule enforcement for CI.

otel-mcp

MCP server that gives AI agents access to your application's OpenTelemetry traces for querying, analysis, and debugging.

İzmir Ulaşım MCP Server

Provides real-time access to İzmir's public transportation data, including bus locations, schedules, and route information for ESHOT, İZBAN, Metro, and Tram services. It enables AI assistants to perform transit queries, calculate fares, and locate nearby stations using the Model Context Protocol.

Server Status MCP Server

A FastMCP-based tool for monitoring server statistics that retrieves CPU, memory, and uptime information from both local and remote servers via SSH.

minter-mcp

An MCP server that mints STAS, DSTAS, and BSV-21 tokens into a BSV Desktop wallet in seconds, enabling rapid token testing and development.

lxDIG MCP

MCP server that gives AI coding assistants persistent memory, structural code graph analysis, and safe multi-agent coordination, enabling them to answer architectural questions, track decisions across sessions, and coordinate safely in multi-agent workflows.

browser-mcp

Gives coding agents full control over a real Chrome browser, enabling navigation, clicking, typing, screenshotting, and more via an MCP server and Chrome extension.

hugo-llms-mcp

A generic MCP (Model Context Protocol) server for any Hugo blog, deployed on Cloudflare Workers. It reads your blog's llms.txt and llms-full.txt files and exposes them as structured tools that AI assistants can query to understand your content.

blackpoint-mcp

An MCP server for Blackpoint Cyber MDR platform, enabling management of security monitoring, threat detection, and incident response through Blackpoint's API.

Jira-Mcp

Multi-client MCP server for Jira, enabling project and issue management for multiple simultaneous users with efficient resource usage.

AI Proof of Us MCP Server

Records privacy-preserving receipts for AI-assisted tasks and enables optional onchain reward claiming via AIPOU tokens. Integrates with MCP-compatible clients like Claude and Cursor.

defuddle-mcp

An MCP server that extracts clean Markdown or HTML content from web pages by stripping away ads, navigation, and clutter. It offers tools to process URLs or raw HTML, returning structured metadata alongside the main article content.

Minecraft Plugin Documentation MCP Server

This MCP server assists Minecraft Java plugin developers by providing dependency documentation lookups, version checking, and automated scanning for Gradle and Maven projects. It supports popular APIs such as Paper, Spigot, and LuckPerms to streamline plugin development and workspace analysis.

AgenTest

AI-driven mobile app testing via MCP, enabling AI coding agents to test Android apps without test frameworks or testIDs.

rndocs

Search and read React Native documentation offline from the terminal.

MCP-SERVER

Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD operations on posts and comments with validation.

Jenkins MCP Server

Enables AI assistants to interact with Jenkins CI/CD systems through natural language, providing build management, job monitoring, log analysis, and debugging capabilities.

debug-recorder-mcp

Local-first debug memory for MCP clients. Record incidents, commands, failed attempts, successful fixes, diagnostics, and searchable debugging history in SQLite.

mcp-tool-chain-optimizer

Analyzes multi-step AI agent tool chains to compute success probability, identify bottlenecks, and suggest better execution orders, enabling more reliable agents via local pure-math computation.

MNS MCP Manager

Một công cụ quản lý cho Alibaba Cloud Message Service (MNS) được triển khai thông qua framework MCP, cho phép người dùng tạo, xóa, gửi tin nhắn đến và nhận tin nhắn từ các hàng đợi MNS thông qua cấu hình MCP Host.

Tandoor MCP Server

Enables interaction with the Tandoor Recipe Manager via the Model Context Protocol. It allows users to search and create recipes, manage meal plan entries, and update shopping list items through natural language.

RouteMesh MCP Server

Enables querying blockchain data across multiple EVM chains via RouteMesh, offering built-in RPC tools for blocks, transactions, logs, balances, and gas estimation, plus customer management tools for API keys and usage.