Discover Awesome MCP Servers

VisionCraft MCP Server

Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a comprehensive knowledge base and RAVEN engine, enabling accurate and efficient responses.

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.

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.

aws-boto3-mcp-private

AWS Boto3 (Python) MCP 服务器 (MCP likely refers to a specific application or service, so I've kept it as is. If you can provide more context on what "MCP" stands for, I can provide a more accurate translation.)

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.

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.

holt

MCP server that gives coding agents content-aware visibility into git worktrees, detecting collisions, redundancy, and irreplaceable work. It provides tools to clean, rescue, and safely manage worktrees across all agents, with git itself refusing to delete the only copy of anything.

Motus

Enables agents to search airports and find group meetup flights for multiple travelers with optimal pricing and arrival windows.

DaraCloud Metabase MCP

A demonstration MCP server that enables read-only SQL queries and schema exploration of a synthetic IaaS database through the Metabase API.

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.

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.

emem

Cite-able, content-addressed, signed memory of every place on Earth

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.

AgenTest

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

traders-edge-mcp

Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Greeks, dealer exposure, volatility term structure, and economic events, using free delayed market data.

SlimContext MCP Server

Provides AI chat history compression tools through token-based trimming and AI-powered summarization strategies to manage conversation context within token limits.

Weather MCP Server

Provides weather forecast and alert data for US locations through the National Weather Service API, enabling access to real-time weather alerts by state and detailed forecasts by coordinates.

git-training-wheels

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

Hosted MCP Apps Example Gallery

Enables users to interact with a gallery of sample interactive MCP Apps, such as a budget allocator or cohort heatmap, by connecting a remote Streamable HTTP URL.

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.

differino-mcp

MCP server for Differino that lets AI agents compare PDF, DOCX, and TXT documents, with tools for visual and text diffs, summaries, exports, and account balance checks.

Fishkeeper AI MCP

Fishkeeper AI - MCP server providing AI-powered tools and automation by MEOK AI Labs