Discover Awesome MCP Servers

verifiable-thinking-mcp

MCP server for structured reasoning with cognitive trap detection, verification, and context compression

Pixeltable MCP Server (Developer Edition)

An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.

Vibe Stack MCP

Helps developers choose optimal technology stacks through progressive questioning about project requirements, budget, and technical comfort level. Provides personalized recommendations focused on beginner-friendly Platform-as-a-Service solutions with deployment guides and cost estimates.

Weather MCP Server

Enables users to get current weather conditions and forecasts for any city through OpenWeatherMap API integration. Designed as a sample MCP server for the Puch AI Hackathon with basic weather querying capabilities.

Medical MCP Server

A medical communication protocol server that enables PostMessage-based integration between iframes and parent applications, providing simulated medical tools for medication management, allergy tracking, and other healthcare functions.

Go MCP Server List

Collection of Go MCP Servers created by the community

Noun MCP Server

Enables AI assistants to search, browse, and download professional icons from The Noun Project directly within MCP-compatible environments. It supports SVG and PNG formats with customizable styles and provides optimized modes for free and paid API tiers.

cyntrisec

A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.

TestRail MCP Server

Enables AI assistants to interact with TestRail test management systems through comprehensive API integration. Supports retrieving and updating test cases, projects, suites, runs, and results, plus adding attachments and managing test data through natural language commands.

MCP SSH Server

Enables seamless SSH operations including secure connections, file transfers, interactive shell sessions, and Docker container management on remote servers. Supports both password and SSH key authentication with credential management and connection pooling.

ChatPPT

AI Generate Presentation，use your theme sentence with request，or weblink ，or files，it will generate a prefect ppt，and then you can edit it in website。free office tools

Phenomenai

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

X Search MCP

Enables searching X (formerly Twitter) using xAI's Responses API with support for filtering by handles, date ranges, and media understanding, returning structured results with citations.

wezterm-mcp

Enables programmatic control of the WezTerm terminal emulator through the Model Context Protocol. It allows users to manage panes, tabs, and windows while reading terminal content or sending commands directly to the terminal environment.

PubChem MCP Server

Enables comprehensive access to PubChem's chemical database with over 110 million compounds. Supports chemical searches, structure analysis, bioactivity data, safety information, and molecular property calculations through 30 specialized tools.

NL Analytics MCP Server for Apache Druid

Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.

Big Brain MCP - Mantle Network Stats Server

free MCP server hosting using vercel

Notion Weaver

Enables AI workflows to integrate with Notion workspaces, supporting page and database creation, queries with filters and sorting, content updates, and workspace-wide search operations.

GhidraMCP

An MCP server that allows LLMs to autonomously reverse engineer applications by exposing Ghidra's functionality, including decompiling binaries, analyzing code, and renaming methods and data.

MCP Yahoo Finance

A Model Context Protocol server that enables interaction with Yahoo Finance to retrieve stock pricing, company information, and historical financial data through natural language queries.

plurk-mcp

A secure Model Context Protocol server for interacting with Plurk, allowing agents to read account context, post updates, and manage replies. It includes built-in safety guardrails such as daily post limits and reply cooldowns to ensure controlled execution.

Mental Health MCP Server

Provides compassionate mental health support tools including mood tracking, emotional check-ins, and personalized coping strategies. Stores mood logs and journal entries locally while offering empathetic guidance for stress management and emotional well-being.

Claude_mcp

facilitates basic notes file creation using an MCP server with Claude

Yaizu Smart City MCP Server

Enables access to Yaizu City's open data and smart city APIs through Claude Desktop. Provides tools for searching facilities, retrieving city data, accessing disaster information, tourism data, and other municipal services.

Backend Architect MCP Server

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.

Stevia Store MCP Server

Enables managing an organic stevia products e-commerce store through natural language, including product catalog management, customer service, order processing, and sales analytics. Provides a complete backend for Organital's stevia business with Hebrew language support.

MAXIA

MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to each other. Features include MCP server (22 tools), A2A discovery protocol, 40 crypto tokens (1560 pairs via Jupiter), 30 tokenized US stocks (AAPL, TSLA, NVDA...), GPU rental at cost price (8 tiers, RTX 4090 to H100), DeFi yield scanning, crypto sentiment analysis, rug pull

YYSK MCP Server

An enterprise internal knowledge base assistant that enables AI models to retrieve company wikis, regulations, and notices via the Model Context Protocol. It features a built-in React management dashboard for content editing and utilizes SQLite for efficient keyword and category-based searching.

Project Portfolio Guide MCP Server

A Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.