Discover Awesome MCP Servers

Japan Company Leads Finder MCP

B2B lead generation for Japan: search 1M+ companies by size, capital, location, and government-subsidy history, with executive names and procurement records.

vuln-nist-mcp-server

A Model Context Protocol (MCP) server for querying the NIST National Vulnerability Database (NVD) API, enabling search and retrieval of CVE details, temporal context, and KEV catalog entries.

Design-MCP

An MCP server that enables AI agents to semantically retrieve premium UI components from Awwwards and adapt them into clean React + Tailwind code.

Travel MCP Server

An MCP server for searching flights, hotels, weather, and tourist attractions.

Hume MCP Server

Enables AI assistants to generate expressive speech using Hume AI's Octave Text-to-Speech, allowing for natural language-based audio synthesis and voice management.

Qdrant Retrieve MCP Server

Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

Heap Analyzer MCP Server

Provides tools to analyze and compare JVM thread dumps, summarizing thread states and detecting deadlocks.

Inkstone

Automatically extracts and indexes knowledge from AI sessions and files using local LLMs, enabling semantic search and memory management.

HelloFresh MCP Server

Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus, selecting recipes, and modifying delivery schedules. It supports updating dietary preferences, managing subscriptions, and rating past orders through Playwright-based browser automation.

commerce-operations-mcp

Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review escalations without changing fulfillment state.

git-mcp

Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allowing each end user to interact with GitHub as themselves.

jira-worklog-mcp

Enables logging time entries to Jira Cloud issues, including adding worklogs, listing existing entries, and verifying credentials.

MCP Server Hub

Hosts multiple Model Context Protocol servers (fetch, memory, GitHub, Postgres, utils) behind a single authenticated gateway, giving AI agents instant access via one Bearer token.

WinBridgeAgent

An open-source MCP server for Windows that provides traceable system operations (file, screenshot, clipboard, process, power management) to AI assistants via HTTP/SSE.

PostgreSQL MCP Server

Provides read-only access to PostgreSQL databases, enabling users to list tables, view table structures and statistics, and execute SELECT queries safely through natural language.

optionality-mcp

An AI-judged options trading practice game with a dealer LLM that generates scenarios and a judge LLM that evaluates pitches. It includes red herrings, difficulty modes, options math, and monetization via Tollbooth-DPYC Bitcoin Lightning.

studio-state

A stateless MCP server for AI film and video production that tracks project state, shot status, and updates, enabling consistent characters and continuity across generative video tools.

protonmail-mcp

MCP server that gives AI coding agents access to ProtonMail via Proton Bridge, enabling secure search, read, draft, and send of emails while keeping decrypted mail local.

sportsdata-mcp

An MCP server that exposes sports-data APIs from multiple providers (AFL, Sportsbet, Entain, NRL) as interchangeable tools, enabling cross-provider odds and stats comparison.

Release Notes Coverage Checker

Checks whether release notes cover the feature changes, fixes, and known issues provided by the user.

dbt-mcp

An MCP server that exposes a dbt project's run state as tools, enabling AI assistants to answer questions like 'is the warehouse healthy?' or 'what broke and why?' via plain English, using read-only access to dbt artifacts and warehouse data.

htmldrop

Publish HTML or markdown artifacts (reports, dashboards, demos) as instant shareable links with TTL expiry, social preview cards, and optional password protection. Works with the hosted service or a self-hosted instance.

Gemini MCP

Remote MCP server that exposes Google Gemini's text, image, video (Veo), and audio transcription capabilities as tools any MCP client can call directly.

Strava MCP Broker

An HTTP broker that exposes Strava data and operations (activities, routes, segments, etc.) as MCP tools, allowing users to interact with their own Strava account via natural language using per-user OAuth2 authentication.

deepsee

MCP server that gives text-only LLMs like DeepSeek vision capabilities by converting images to text via vision APIs, enabling image description, OCR, and generation in MCP clients.

MCP Parse Server

Enables interaction with Parse Server through the Model Context Protocol, providing CRUD operations, schema management, role-based security, and cloud function execution.

GSC MCP Server

Enables interaction with Google Search Console to query search analytics, inspect URL indexing status, and manage sitemaps. It allows users to monitor SEO performance and site health through natural language commands in MCP-compatible clients.

TypeScript MCP Server Boilerplate

A boilerplate for building MCP servers using TypeScript, with example tools like calculator and greet, plus resource support.

MCP Server for Notion

Enables AI agents to search, create, and manage Notion pages and databases through the Model Context Protocol. It features file-based operations and response extraction to optimize token usage and context efficiency.

anova-oven-mcp

Enables controlling an Anova Precision Oven through MCP, including reading temperatures, starting and managing cooks, and capturing camera frames.