Discover Awesome MCP Servers

pathways-mcp-server

Exposes health segmentation data from the Pathways platform, enabling natural language queries about population segments, metrics, and geographic distributions across countries like Senegal and Kenya.

MCP Development Environment

Provides a Docker-based development environment with Python and Node.js MCP servers, enabling file operations, SQL queries, Redis caching, and debugging for building and testing MCP servers.

loudcheck

Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC A/85). Measures audio/video with ffmpeg and returns a pass/fail verdict with exact deltas and remediation parameters.

MCP Server Railway Starter

A starter template for deploying a remote MCP server with OAuth 2.1 authorization, dynamic client registration, and a PostgreSQL database. Includes example tools for notes and whoami.

MCP Playwright Server

An MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.

nodebench-mcp

NodeBench MCP server provides public research memory and tool access for entity intelligence, enabling agents to perform deep research, generate reports, and track entities without requiring signup.

Weni MCP Server

MCP server that enables querying the Weni Insights Engine API for conversation metrics such as totals, resolved, unresolved, and transferred conversations.

personal-memory-mcp

Provides a single-user, append-only, queryable memory store for dated facts with provenance, enabling Claude to persist and correct personal information across conversations via an MCP interface.

MCP Datastore Server

An MCP server that provides simple query capabilities for Google Cloud Datastore, allowing users to list kinds, retrieve entities, run basic queries with pagination, filter entities by equality, and count entities.

Crude Code MCP Server

An oil & gas data-analytics MCP server that enables guarded SQL queries, well valuation, and map rendering within chat apps.

Tesla MCP Server

An MCP server that connects to the Tesla Fleet API, allowing users to control vehicles and retrieve real-time status updates through Claude and other AI assistants. It supports functions such as waking up vehicles, viewing detailed vehicle information, and debugging via both stdio and HTTP/SSE transports.

digit-tools

MCP stdio server that exposes 95 headless it-tools utilities (crypto, encoding, converters, generators, text, math, and more) through three routing tools (categories, list, execute), with flat JSON schemas, worked examples, and deterministic seeded execution designed for small router models.

mcp-york-county-assessor

Enables AI agents to query York County, SC property tax assessor records including owner names, property addresses, vehicle registrations, assessed values, and tax payment information.

mcp-meteostat

Provides access to historical weather data from over 11,000 stations worldwide without requiring authentication.

Mask Editor

Allows users to upload images and paint selections with a brush tool to generate and save black-and-white masks. It provides an interface for visual selection that integrates with MCP clients for image processing workflows.

@venelx/mcp

Enables AI assistants to manage and operate Venelx CI/CD pipelines through the Venelx REST API, including listing projects, triggering builds, checking status, tailing logs, accessing artifacts and workers, and diagnosing signing or GitHub access.

mcp-github

MCP server for GitHub operations, providing tools for repository management, issues, pull requests, and code search.

Darbot Deepmind MCP Server

Provides advanced AI reasoning capabilities through step-by-step thinking framework, enabling complex problem-solving with dynamic thought revision, multi-path reasoning, and adaptive planning for sophisticated analysis tasks.

anyapi-mcp-server

A universal MCP server that connects any REST API to AI assistants via OpenAPI or Postman specifications. It enables dynamic tool creation with GraphQL-style field selection and automatic schema inference for efficient data retrieval.

obot-admin-mcp

An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via its REST API.

blib-houdini-bridge

Enables AI assistants and CLI tools to read and control Houdini scenes with a safety model that separates read and write operations.

Simple Merge Review MCP

Provides lightweight Git merge analysis with quick overviews of changes, file lists, and branch status without complex conflict checks.

@eustore/mcp-server

Enables AI agents to autonomously provision, pay for, and manage S3-compatible storage and vector databases without human intervention.

Delpha Data Quality MCP

Enables AI-driven data quality operations such as validation, enrichment, and deduplication for customer data fields including email, address, phone, and LinkedIn profiles through natural language interactions.

MCP Unity

Implementation of the Model Context Protocol for Unity Editor, allowing AI assistants to interact with Unity projects through a Node.js server bridge.

threadmap-mcp

Tracks conversation drift in Claude, providing visual indicators and the ability to fork conversations from any point to maintain original intent.

WebCake Storefront MCP

Enables AI assistants to build, validate, and publish storefront pages to WebCake/StoreCake sites based on natural language descriptions.

Naver Encyclopedia MCP Server

A Model Context Protocol server that wraps Naver's encyclopedia search API, allowing users to search for information from Naver's encyclopedia through stdin/stdout or HTTP interfaces.

Estate Atlas SD-MCP

MCP server for querying the San Diego Municipal Code, bulletins, permits, parcels, and zoning data with citations and freshness guarantees.

Kube Core MCP

A Kubernetes command processing service that converts natural language requests into valid kubectl commands, providing command validation and security checks.