Discover Awesome MCP Servers

Local Context MCP

A self-hosted AI memory service that shares durable project context between MCP-compatible clients such as Claude Code and Devin, via a REST API and a Streamable HTTP MCP server with tools to remember, recall, list, and forget memories.

Google Workspace MCP Server

A personal MCP server giving AI assistants natural-language control over Gmail, Drive, Calendar, Docs, and Sheets.

Agent-Town

A neutral verification court for AI tools that ranks MCP servers by executing them against ground truth and recording results. Enables agents to consult execution records, contribute verdicts, and challenge claims.

MCP Mail Organizer

Enables comprehensive email management through IMAP/SMTP protocols with tools for searching, organizing, moving, flagging, and sending emails across various email providers. Features safe preview mode for destructive operations and supports multiple email providers including Gmail, Outlook, and Chinese email services.

GPSS Patent Search MCP

MCP server for searching patents in Taiwan's Global Patent Search System (GPSS) using keywords and boolean operators, returning raw XML responses.

Granola MCP Server

Integrates local Granola.ai meeting intelligence with Claude Desktop to enable searching and analyzing meeting transcripts, notes, and summaries. Users can perform natural language queries to retrieve meeting details, analyze participant patterns, and access full speaker-identified conversations.

mitra-mcp

A modular MCP server integrating Clockify, WakaTime, and Azure DevOps for time tracking, work item management, and time logging via a unified API.

mcp-rag-service

A production-minded RAG service for MCP that answers questions over your documents with hybrid retrieval, PII redaction, and source citations, packaged for Docker/Kubernetes.

booklib

A context engineering tool for AI coding assistants that detects post-training knowledge gaps, resolves them automatically, and delivers team decisions via MCP to Claude, Cursor, Copilot, and other AI tools.

coinex-mcp-server

An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling market data queries and authenticated trading operations via AI agents.

tcs-mcp

MCP server to operate Fujitsu Technical Computing Suite (TCS/PJM) on Kyushu University's supercomputer 'Genkai' from MCP clients like Codex, supporting direct and SSH modes for job submission, monitoring, and file operations.

Qwen3-Coder MCP Server

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

MacroFactor MCP

Enables Claude.ai to read your MacroFactor nutrition data and log food back into MacroFactor.

apple-mcp

MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders, Calendar, Contacts, and Safari using SQLite and JXA, all running locally.

GroundAPI

Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, market overview, fund data, web search, news, weather, logistics tracking, and IP geolocation.

Modellix Agent Canvas

A local stdio MCP server for visual AI work, offering an Excalidraw infinite canvas, image generation and editing, HTML drafts, presentations, and durable task recovery within a project workspace.

RECON

Enables multi-source research with YouTube, papers, and podcasts, scoring for substance and credibility, and creating NotebookLM notebooks with knowledge graph and feedback loop.

Test MCP Server

A simple learning-focused MCP server that demonstrates basic functionality with tools for mathematical operations, system information, and email validation, plus sample file resources. Perfect for understanding MCP protocol basics and testing integrations.

qwen-vision-mcp

Adds vision capabilities to Claude Code by leveraging Aliyun DashScope's Qwen3.7-Flash model to analyze local images or image URLs and return textual insights.

content-genie-mcp

Korean-content MCP that consolidates real-time trends from Naver, Daum, Google, YouTube, and Zum, includes a 100+ Korean holiday database, and provides a viral-score predictor for content optimization.

gmc-mcp

MCP server for Google Merchant Center, providing 126 tools to manage Google Shopping feed, products, inventory, reports, promotions, returns, and account configuration via natural language.

Sahmk MCP

Enables AI agents to access Saudi market data, including company profiles, market details, and historical data from Tadawul, through the MCP protocol.

procmon-mcp

An MCP server that provides AI assistants with real-time access to Windows internals including processes, kernel traces, event logs, services, drivers, and PE analysis.

AgentTax MCP Server

Enables MCP tool developers and AI agents to track payments, calculate sales tax liability, and ensure tax compliance across US jurisdictions.

Enterprise PostgreSQL MCP Server

Enables secure read-only interactions with PostgreSQL databases through natural language. Provides database inspection, table listing, and SQL query execution with built-in security validation.

pronote-mcp

A local MCP server that exposes Pronote (French school management system) data via MCP, enabling AI assistants to retrieve schedules, homework, grades, absences, and more. Supports token-based authentication with QR code setup.

super-loop-mcp

A referee for self-improving AI agent loops that mines past sessions for effective workflows, improves them, and requires measured proof before declaring anything better or done, never stopping until the user stops it.

FHIR MCP Server

Provides safe read-only access to synthetic healthcare data via FHIR R4, enabling AI assistants to search patients, retrieve vitals, and summarize conditions using a public sandbox.

DefectDojo MCP Server

A Model Context Protocol (MCP) server that provides comprehensive access to DefectDojo vulnerability management platform.

after-effects-mcp

MCP server that lets AI assistants control Adobe After Effects - ExtendScript execution, background rendering, and deep project/layer inspection - with first-class Arabic/RTL and multilingual support. 44 tools.