Discover Awesome MCP Servers

artscii

ASCII art & kaomoji for AI agents, CLI tools, and chatbots.

shelby-mcp

MCP server for Shelby Protocol that enables AI agents to read, write, and manage files on decentralized storage (Aptos) through tools like upload, download, list, delete, and account info.

uptodoc

Enables AI assistants in IDEs to query custom documentation databases for more relevant and up-to-date information about libraries and frameworks. Improves coding suggestions by providing project-specific documentation through a configurable endpoint.

git-history-viewer

A local-first MCP server that provides read-only access to Git repository history, exposing commit metadata and optionally content patches via configurable policies, with optional AI-powered analysis while never modifying Git state.

MCP Project Query Server

Enables users to manage projects and retrieve random wallpapers through a TypeScript-based MCP server. Supports project queries, creation, and Bing wallpaper retrieval with Spring Boot-style architecture.

Mini Oracle MCP Server

MCP server to connect to Oracle databases and run SQL queries (up to 150 rows) via a single 'query' tool.

Hunch

MCP server that exposes Kalshi prediction markets as tools for AI agents, enabling conversational trading with safety features like demo mode, preview-before-place, and hard caps.

ATXP MCP Server

Gives AI agents a wallet, email, phone number, and instant access to paid MCP tools including web search, image/video/music generation, email, SMS, voice calls, and code execution.

IVR Flow Linter

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

mcp-server-apache-airflow

Enables interaction with Apache Airflow through the Model Context Protocol, allowing users to manage DAGs, task instances, variables, connections, pools, XComs, and datasets.

GitHub PR Review MCP Server

Comprehensive MCP server for analyzing GitHub pull requests, detecting security vulnerabilities, assessing code quality, and providing risk ratings across multiple languages.

Blueprint MCP

Provides AI coding agents with durable architecture memory for repositories by generating structured project maps of responsibilities, relationships, and risks.

comfyui-mcp

MCP server exposing a local (or LAN) ComfyUI instance's HTTP API as tools, so an LLM client can queue generations, inspect the queue/history, upload reference images, browse installed models/nodes, and pull back generated images.

Genji MCP Server

Provides access to the Genji API for searching and analyzing classical Japanese literature texts with advanced normalization features for historical Japanese text variations, including repeat marks expansion, kanji-kana unification, and historical kana handling.

ansys-workbench-mcp

Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scripted journals and batch processing for simulation workflows.

my-mcp-server

A TypeScript MCP server boilerplate that provides example tools (calculator, greet) and resources (system info) to kickstart custom MCP server development.

flashcards-mcp

A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provides interactive card review, text-to-speech, and image support.

Outlook MCP Server

An integration server that lets you control Microsoft Outlook on Windows via COM, enabling email reading, summarization, and draft generation without complex security setup.

Obsidian MCP Bridge

Enables Obsidian vault to act as an MCP server for Claude and as an MCP client to external servers like MCP ANA PJe, allowing seamless interaction between notes and legal case systems.

Evaluar MCP Server

Enables users to manage and launch eTalent recruitment processes on the Evaluar platform directly from their IDE. It supports authentication, company selection, position searching, and end-to-end process management including creation and assignment.

kirundi-brain-mcp

A FastMCP server that serves as a local-first Kirundi study coach, with tools to manage lesson files, track learner profiles, and provide grounded tutoring and answer grading via OpenAI.

Remuneração de Servidores (Transparência)

Provides read-only access to remuneration data of Brazilian federal executive servants from the Transparency Portal, enabling salary queries by CPF and month/year.

Shiplogic MCP Server

An MCP server providing seamless integration with the Shiplogic shipping API to calculate shipping rates, create shipments, track packages, and manage shipping operations programmatically.

lazymac-k-mcp

42 developer tools through one MCP install

Talamus

Local-first, source-grounded memory for AI agents, with citations, bitemporal history, review-gated corrections, and MCP tools for search and recall.

MSSQL MCP

Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, supporting database schema queries, data reading, and arbitrary SQL execution.

Statewave

MCP server for Statewave, an open-source memory runtime for AI agents. Provides persistent memory, context retrieval, and memory compilation through the Model Context Protocol.

toss-securities-mcp

Self-hosted MCP server that wraps the Toss Securities Open API, enabling natural language queries for account balances, holdings, transactions, and stock prices via Claude.

dns-intel

Enables domain intelligence lookups including RDAP registration data, DNS records, and Certificate Transparency searches.

CodeBox-AI

GPTやClaudeのようなLLMと連携するように設計された、セキュアなPythonコード実行サービス。OpenAIのCode Interpreterのセルフホスト代替となる。MCPサーバーが追加されました。