Discover Awesome MCP Servers

tft-meta-coach

Provides Teamfight Tactics meta statistics and personal match analysis using Riot API data, with tools for deck tier lists, augment stats, and player history analysis.

Email MCP

A Model Context Protocol server that enables AI models to send emails via simple tool calls, supporting both plain text and HTML formats with JWT authentication.

Garmin MCP Server

Connects to Garmin Connect and exposes fitness and health data (activities, steps, heart rate, sleep, body composition) to MCP-compatible clients like Claude.

Flask MCP Server Implementation Guide

A Flask-based reference implementation demonstrating how to build an MCP server with stateless HTTP transport, including example tools for generating random numbers and sentences.

SPIP SQL MCP Server

Provides read-only Microsoft SQL Server database access to AI agents with row-level security, enabling SELECT queries, table metadata, and schema introspection through MCP.

rlg-mcp

MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.

Selis MCP Server

Enables management of PMO entities such as actions, risks, issues, projects, deliverables, decisions, KPIs, and objectives through natural language from any MCP-compatible agent.

github-repo-summarizer

An MCP server that turns any public GitHub repository into a PDF report containing a codebase summary, the most recent commits, and suggested improvements — generated locally by an Ollama model.

edamcp

An MCP server for Exploratory Data Analysis that automatically profiles datasets, detects quality issues, PII, bias, and leakage, and provides cleaning and export workflows. It helps data scientists quickly understand and prepare unknown data for modeling.

HealthChain

Typed, validated FHIR tools for healthcare AI agents — build, read, validate, and code FHIR resources from a patient bundle, with terminology lookup and machine-readable validation reports built for fix-and-retry.

homedata-mcp

Enables AI assistants to query UK property data including EPCs, sale history, planning, flood risk, council tax, demographics, and more via the Homedata API.

google-workspace-mcp

MCP server providing full access to Google Workspace services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts) using OAuth authentication.

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

easy-jupyter-editor-mcp

Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) files by providing tools to read, edit, add, and delete cells without corrupting the JSON structure.

Salesforce SAP MCP

Enables Claude AI to securely query live SAP inventory data through Salesforce by invoking typed Apex methods via MCP, using OAuth 2.0 JWT Bearer flow for authentication.

Calendar MCP

MCP server for accessing macOS Calendar events

NFe Inutilizações

MCP server that queries Brazilian electronic invoice (NF-e) numbering invalidations for a company by CNPJ and year. Read-only, hosted, works with any MCP client over HTTP.

Adaptyv Foundry MCP

Exposes the Adaptyv Foundry protein characterization API as MCP tools, enabling AI assistants to interact with experiments, targets, sequences, and results in natural language.

MCP Localization Project

A system that localizes Model Context Protocol (MCP) functionality, integrating AI management through CPU and RAM without requiring a GPU.

notes-mcp

Enables LLMs to read, write, and manage Apple Notes directly via markdown, including listing, fetching, creating, and appending notes.

mockhero

Generate realistic relational test data with 156 field types, 22 locales, and foreign key integrity. One API call seeds your entire database.

Omada Identity MCP Server

Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity Governance, enabling identity, resource, and access request queries through OData and GraphQL APIs with automatic OAuth authentication.

Things MCP Server

A Model Context Protocol server that enables AI assistants to interact with the Mac application 'Things' for task management operations through its URL scheme.

webEmbedding

webEmbedding is a source-first website cloning engine for AI coding agents that captures live pages with Playwright, replays network evidence, and self-verifies the result.

websearch-skill

Enables AI agents to perform multi-engine web search, fetch web pages, and extract clean Markdown content via MCP, with no API keys required.

Infinite Code Next

Enables AI coding agents to keep persistent, verifiable memory of a codebase, including the reasons behind code, prior rejected approaches, and invariants, anchored to the code and carried along as the code moves.

Hello World MCP Server

A simple MCP server that provides greeting tools and server information.

qa-mcp-server

Professional Model Context Protocol implementation for Quality Assurance, integrating best practices of testing, reporting, and defect management.

Power BI MCP Server

Enables AI assistants to interact with Power BI datasets through natural language, allowing users to query data, generate DAX, and get insights without leaving their AI assistant.

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.