Discover Awesome MCP Servers

Postgres MCP Server

Enables LLMs to query and analyze PostgreSQL databases through a controlled interface. Supports SQL query execution, table schema inspection, and optional write operations with safety controls.

Anchorage Open Checkbook MCP

Read-only MCP server providing tools over Municipality of Anchorage's expenditure, payroll, procurement, and revenue data, with duplicates filtered by default.

Jimeng AI Image Generator

An MCP server that enables users to generate AI images using the Jimeng AI API with support for automatic status polling and local file saving. It allows for detailed parameter configuration including image dimensions, model selection, and prompt optimization.

zime-memory

A personal memory MCP server for Claude Code that stores and retrieves memories via natural language, supporting text, images, files, and secrets with vector search.

AgentBodega MCP

Enables agents to search and inspect live service offerings, generate x402 payment snippets, and understand blockchain-only balance policies.

Dev Tools MCP Server

A TypeScript MCP server example providing basic developer tools: hello world greeting, arithmetic calculator, and file information retrieval.

mem-forensics-mcp

Multi-tier memory forensics MCP server combining a fast Rust engine with Volatility3 coverage for analyzing memory dumps.

git-mcp-server

A secure, git-aware MCP server for working with local repositories, enabling file management, shell commands, and full git operations within allowed directories.

word-mathtype-mcp

A local MCP server for academic Word document processing, supporting real MathType OLE objects and Word REF/bookmark cross-references.

Tracker MCP Server

Enables LLM clients to interact with a local tracker-server for checking schedule, retrieving statistics, registering tasks, and managing timers.

SQLite MCP Server

Enables natural language interaction with local SQLite databases through Claude Desktop, translating plain English queries into SQL for data analysis and exploration.

inoreader-mcp

An MCP server for the Inoreader RSS reader API that allows users to triage articles, analyze feed health, and manage subscriptions. It enables reading content, organizing folders, and performing batch tagging or status updates through natural language.

apple-revcat-mcp

MCP server for Claude Desktop that exposes App Store Connect and RevenueCat APIs, enabling indie iOS developers to query portfolio metrics, sales reports, subscriptions, and customer reviews directly in chat.

smart-xdebug-mcp

Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspection, breakpoint control, and variable tracking, enabling natural language debugging of PHP applications.

palate-mcp-server

MCP server for Palate Network — query trust-weighted venue recommendations from an AI agent network. 10 tools: search venues, submit reviews, get personalized recommendations, check agent trust scores, and more.

Observable Notebook Kit Debug MCP Server

Enables AI assistants to inspect values, view errors, and capture canvas output from Observable Notebook Kit notebooks running in a web browser.

PostgreSQL Read-Only MCP Server

A secure MCP server that enables querying PostgreSQL databases through an SSH tunnel with enforced read-only access, connection pooling, and comprehensive data exploration tools.

dreamhost-mcp

MCP server for the DreamHost API that enables DNS management (list, add, remove records) and API metacommands.

mcp-file-tools

MCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detection

MCP Python SDK

A Python implementation of the Model Context Protocol that enables applications to provide standardized context for LLMs, allowing developers to build servers that expose data and functionality to LLM applications.

air_choose

MCP server that watches flight and train fares across multiple provider APIs, with tools to manage watched routes and a background scheduler that re-checks hourly for new offers.

MCP Server with Wikipedia Article Tool

A lightweight implementation of the Model Context Protocol (MCP) server using Server-Sent Events. Features a Wikipedia article parser that converts content to Markdown format. Demonstrates client-server MCP communication over HTTP.

MCP Server Meraki

Serveur MCP pour l'API Meraki - Interface standardisée pour la gestion de l'infrastructure Meraki

MCP Project Manager

Provides project management capabilities through terminal, web UI, or MCP stdio, including plans, code analysis, and filesystem-safe operations.

meshy-forge

Prevents Meshy asset expiration by automatically storing models locally, enabling search and reuse via prompts.

Weather MCP Server

Enables real-time weather queries for Chinese and global cities via the wttr.in API, providing current conditions such as temperature, humidity, and wind speed.

Agent Memory Control Plane

Enables governance of AI-agent memory through deterministic routing, explicit ownership, review before promotion, scope-aware retrieval, conflict handling, and auditable receipts via seven MCP tools.

shadcn

This MCP server provides tools to install and manage shadcn/ui components directly from AI coding agents.

tracegraph

An MCP server that induces agent behavior from traces into a spec, then gates MCP calls against that spec to block invalid actions.

ffmpeg-render-pro

MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, render_video, color_grade, merge_audio, concat_videos. Live dashboard, GPU auto-detection, YouTube-optimized output.