Discover Awesome MCP Servers

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.

PRD Builder MCP

Enables product managers to create, edit, and export product requirements documents interactively within Claude's chat, with real-time completeness scoring and suggestions.

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.

google-workspace-mcp

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

MCP Localization Project

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

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.

graph-memory

Provides AI coding agents with a local knowledge-graph memory, enabling cross-project retrieval via PageRank diffusion and tools to retrieve, write, extract, update, and view recent knowledge over MCP.

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.

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.

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.

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.

DoorDash MCP Server

Enables interaction with the DoorDash Drive API to create, manage, and track delivery requests including quotes, delivery creation, status checks, and cancellations.

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.

hronaut

Enables AI agents to control a persistent local browser with live tabs, navigation, interaction, inspection, and state management through MCP.

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.

MCP Hello World

A minimal reference implementation of an MCP server that responds with "Hello, World" via Streamable HTTP. Serves as a baseline for integration testing and MCP client development with production-ready features including health checks, metrics, and containerized deployment.

RabbitMQ MassTransit MCP Server

An MCP server for RabbitMQ with MassTransit intelligence — error queue parsing, fault analysis, and message republishing.

chain-reader

A read-only MCP server that lets you interact with the Ethereum blockchain via natural language, providing tools for reading blocks, transactions, token metadata, events, and more, with provenance tracking and no private key access.

OKX DEX MCP Server

Enables gasless token swaps across multiple chains using OKX DEX aggregation and Biconomy MEE, allowing users to execute swaps via natural language without needing native gas tokens.

Payman AI Documentation MCP Server

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Black_Wall remote MCP

Provides a pre-signature payment-risk verdict (GO/HOLD/STOP) for x402 payments based on counterparty reputation, price anomaly, and OFAC sanctions.

Zotero MCP Server

Enables LLM-powered tools to interact with Zotero academic libraries, including searching papers, adding arXiv papers, updating metadata, and generating literature reviews.