Discover Awesome MCP Servers

prosuite-mcp

MCP server that exposes Dira ProSuite quality verification to AI assistants, enabling data quality checks on geospatial datasets through natural language.

baselinker-mcp

Enables natural language interaction with BaseLinker (orders, invoices, returns, inventory, CRM, and more) through the Model Context Protocol, with optional write access.

MCP Server - Build Tools

Um servidor baseado em Protocolo de Contexto de Modelo para ferramentas de construção para a JVM.

Git MCP Server

Enables local git operations including commit, branch, push, pull, status, and sync with conventional commit enforcement and branch naming conventions.

NamingSignal

Provides evidence-first product naming tools for agents and founders, including domain registry checks, namespace searches, and finalist research with sources and timestamps.

Memex Targeted Search Server

Enables AI agents to search through Memex conversation history and local project files to retrieve specific commands, code snippets, and technology overviews. It utilizes smart context management and faceted filtering to provide relevant search results without causing context overload.

FlightOracle

Flight Intelligence MCP — 8 tools for flight search, cheapest dates, multi-city routing, airline comparison via Google Flights. Part of ToolOracle.

bilibili-mcp

Enables AI assistants to directly operate Bilibili, providing 27 tools for login, search, content publishing, data analysis, and interaction.

OnceHub

The OnceHub MCP Server provides a standardized way for AI models and agents to interact directly with the OnceHub scheduling API

defi-yield-scanner-mcp

Real-time DeFi analytics MCP server for AI agents. Provides token risk analysis, yield scanning, and wallet exposure checking across Base, Ethereum, and Arbitrum.

svg-editor

Enables interactive editing of scientific SVG figures in chat, allowing users to open, inspect, modify, undo/redo, and export SVGs through direct manipulation or natural language commands.

fda-purple-book-mcp-server

A Model Context Protocol (MCP) server exposing the FDA Purple Book — the database of licensed biological products (reference biologics, biosimilars, and interchangeables), with BLA numbers, applicants, approval dates, and exclusivity expiry.

Google Scholar MCP Server

Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.

AfterLaunch

Growth marketing, SEO and GEO as agent tools: 29 tools for AI answer visibility across ChatGPT, Gemini, Perplexity and Google AI Overviews, a ranked backlog of growth moves, drafted deliverables, and ship actions. Hosted remote server at https://afterlaunch.io/api/mcp.

IDX Stock Data MCP Server

Provides real-time Indonesian stock market (IDX) data including prices, technical indicators, fundamental analysis, and trading signals optimized for the Indonesian market through the Model Context Protocol.

repos-expert

MCP server that studies a folder of code repositories, generates markdown documentation (architecture, interfaces, activity), and serves answers over MCP with live ripgrep search and file reads so AI assistants can query codebases and their relationships.

handbook-mcp-server

Enables full management of handbook entries through the Handbook API, allowing users to list, create, update, delete, and search entries from MCP-compatible clients like Claude Desktop.

Unflick

Video player for humans and AI. GUI + CLI + a built-in MCP server (39 tools) to drive playback, clip, transcribe, and search your media library from Claude, Cursor, or any MCP client. Local Whisper subtitles. MIT, local-first.

MCP Server Node

A Node.js MCP server providing user management, task management, and calculator tools with Bearer token authentication, deployable on Cloudtype.

SciTrace MCP Server

Enables AI agents to record and query reasoning steps in SQLite, offloading trace data from the context window, with DAG support and persistent cross-session memory.

LocalGym MCP Server

Read-only MCP server for searching, comparing, and recommending UK gyms using the public LocalGym Agent API.

Learn MCP Server

A Model Context Protocol (MCP) server designed for learning and experimentation. It provides a foundational setup for developers to build, run, and debug MCP server implementations using Node.js.

Patent Research MCP

An MCP server for patent research and enterprise architecture pattern extraction.

Cloudflare Remote MCP Server Template

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without authentication using Server-Sent Events. It provides a boilerplate for developers to add custom tools and connect them to clients like Claude Desktop or the Cloudflare AI Playground.

pregnancy-baby-mcp

MCP server that provides pregnancy, childbirth, and childcare information via public APIs, allowing users to query vaccination schedules, prenatal checkups, maternity benefits, and more through natural language.

Store MCP Server

Enables AI agents to store and retrieve information persistently using key-value pairs with JSON file-based storage. Supports storing, retrieving, listing, deleting, and searching data across sessions.

mdify-mcp

MCP server that gives LLMs the power to convert PDFs to Markdown on the fly using a local Ollama vision model.

master-workflow

Enables multi-agent code review and iterative improvement loop using different LLM backends, with deterministic scoring and audit trail.

Claude Code Telegram Kit

Enables sending properly rendered Markdown messages to Telegram and remotely resetting Claude Code's context, addressing gaps in Anthropic's official Telegram channel.