Discover Awesome MCP Servers

GC-MCP

Enables AI assistants to access and query Garmin Connect health and fitness data, including sleep, HRV, training load, and activities, with an optional coaching plugin for personalized training plans.

symbolic_math_mcp

A standalone FastMCP server that validates symbolic math proof files in YAML format using the symbolic-math-verify library.

fitness-agent-mcp

A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, and Copilot, enabling user profiles, workout/diet plans, calendar scheduling, and gamification via MCP and REST APIs.

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.

PMCP - Perfect Model Context Protocol Server

A comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.

mcp-server-saxo-openapi

Provides offline lookup of Saxo Bank OpenAPI endpoint parameters and JSON samples via CLI or MCP tools, enabling token-efficient discovery of endpoint specs without API credentials.

B2B Lead Quality Scorer MCP

Validates email deliverability, assesses domain credibility, and scores B2B leads from A-F to help prioritize outreach, with batch processing and a free tier.

GroupDocs.Parser MCP Server

MCP server that exposes GroupDocs.Parser as AI-callable tools for extracting text, images, metadata, tables, barcodes, and document info from 50+ document and image formats.

postgres-mcp-readonly

A secure, read-only PostgreSQL MCP server that provides safe database introspection and querying capabilities.

Unity Debugger Pure MCP

Provides MCP tools to manage and interact with Unity debug sessions in VS Code, including breakpoints, snapshots, evaluation, and stepping, via a named pipe to the Unity Debugger Pure extension.

Lix Agent Version Control MCP Server

Enables AI agents to manage version control for product assets with tools for creating change sets, comparing versions, approving merges, and exporting receipts.

molsen.ca MCP

Enables LLMs to access Mike Olsen's essays on AI governance, professional accountability, and the future of technical work via the Model Context Protocol.

MCP Demo Server

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

YouTube MCP Server

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

code-analyze-mcp

Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.

PostureCheck MCP

Performs domain security posture checks including SPF, DKIM, DMARC, TLS, and HTTP security headers.

Agent Skills API

A multi-agent system for code rules management using MCP, supporting search, generation, and architectural validation through specialized agents.

NorthCinder

NorthCinder is an MCP server that enables AI agents to compare products against a brief, rank them with explanations, and support approved checkout, all while running locally with privacy controls.

brazil-payments-mcp

A remote MCP server enabling AI agents to accept Pix, credit/debit cards, and boleto payments in Brazil via Mercado Pago, with payment status polling and no webhooks needed.

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.

mcp-infra-readonly

A read-only MCP server that gives Claude Code secure, non-invasive access to infrastructure logs, service status, metrics, Ansible facts, and Docker state via SSH, with a strict command allowlist and no write operations.

Go MCP Server List

コミュニティによって作成されたGoのMCPサーバーのコレクション

MCP Help Request Server

Captures comprehensive context about development issues and facilitates human assistance through structured API-based help requests.

ai-memory-mcp

MCP server providing permanent, intelligent memory for AI coding assistants with retrieval, Hebbian learning, and governance, plus personal memory modules for accounts, habits, experiences, knowledge, and lifestyle. Enables AI assistants to recall project context across sessions and manage personal data securely.

notebooklm-mcp-2026

MCP server for querying Google NotebookLM notebooks, enabling AI assistants to list notebooks, read sources, and ask questions about them.

mcp-arcgis-salem

Provides access to City of Salem GIS open geospatial data (ArcGIS), enabling search, query, and schema retrieval of datasets such as parcels, zoning, and public works.

bambu-printer-mcp

A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL files, and managing end-to-end 3MF print workflows from any MCP-compatible client.

N2YO Satellite Tracker MCP Server

Provides access to satellite tracking data from N2YO, allowing users to query satellite positions, predict passes, and access TLE data through natural language requests.

PLwC

Governed MCP gateway for Claude Desktop providing workspace, document, sandbox, profile, reflection, and audit controls through a single visible server.

Meraki MCP Server

Provides AI assistants with structured access to the Cisco Meraki Dashboard for managing organizations, networks, devices, clients, wireless, switching, and appliance operations.