Discover Awesome MCP Servers

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.

Talamus

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

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.

dns-intel

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

CodeBox-AI

Un servicio seguro de ejecución de código Python diseñado para integrarse con LLMs como GPT y Claude, que ofrece una alternativa auto-hospedada al Code Interpreter de OpenAI. Ahora con servidor MCP.

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.

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.

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.

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

Blueprint MCP

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

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.

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.

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.

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.

FastIntercom MCP Server

Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.

mcploy

Exposes the Loyverse API as MCP tools to manage stores, products, inventory, customers, receipts, and more from AI assistants.

RentCast MCP Server

Wraps the RentCast API to search houses for sale, get valuations, rent estimates, and market statistics.

Seats.aero Cloudflare MCP

Enables the deployment of a remote Model Context Protocol server on Cloudflare Workers for flight availability searches via seats.aero. It provides a framework for hosting MCP tools that can be accessed by local clients or the Cloudflare AI Playground.

mcp-odbc

A Python MCP server that connects to any ODBC data source and exposes schema discovery + query tools. Read-only by default, write access available per-connection.

Marcus Local MCP Server

Enables AI assistants to semantically search through indexed documentation websites and local code repositories using OpenAI embeddings and ChromaDB vector storage.

MCPDischarge

Enables automated cross-department healthcare discharge coordination using MCP, integrating EHR, Pharmacy, and Billing with RBAC and PHI boundary enforcement.