Discover Awesome MCP Servers

Factograph MCP

Enables building and exploring a knowledge graph from files (PDF, DOCX, code) with AI enrichment via Ollama or Claude. Supports pinning documents, linking entities, and traversing the graph.

TypeScript LSP MCP

Exposes TypeScript Language Server Protocol functionality to AI agents, enabling them to query types at specific positions, find definitions and references, get diagnostics, run type tests, and type-check inline code just like in an IDE.

lead-agent-mcp

A lightweight MCP server that lets distributed AI agent teams query a designated project lead before making design decisions, preventing divergence.

tutor-mcp-python

An AI tutoring system that runs as an MCP server, allowing Claude to access and interact with your local educational materials to provide personalized tutoring based on your actual course content.

Bin Lookup Checker API MCP Server

Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

mcp-server-getalife

11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans, calculate net worth, financial runway, savings goals, and audit subscriptions. Includes a voice transaction parser. All tools return rich markdown with tables, benchmarks, and actionable recommendations. Built by GetALife — the gamified budgeting app for iOS and Android.

subway-congestion-mcp

Provides real-time and predicted congestion data, route optimization, and train arrival information for Seoul subway lines 1-8, helping users choose the best travel times.

mcp-refactor-typescript

A TypeScript/JavaScript refactoring MCP server that uses the TypeScript compiler to perform safe, type-aware code transformations such as renaming, extracting functions, and organizing imports across your codebase.

MCP Trading Quantitative Analysis Server

Enables quantitative trading analysis with 12 tools for real-time market data, 28+ technical indicators, FinBERT-powered news sentiment analysis, and automated trading signal generation for stocks and forex.

DevBrain

Quickly search indexed indie devs blog posts and articles. It is like chatting with your favourite newsletters (coding, tech, founder). It's kind of like a web search, but specifically tuned for high-quality, developer-curated content. Use case: help implement features faster.

Prospector MCP

Finds and verifies business email addresses using DNS/SMTP verification and web scraping, with no external API costs.

MaxRefMCP

Provides Japanese-optimized reference, design consultation, and learning support for Max/MSP and Max4Live through natural language queries.

@segnals/mcp

Enables AI agents to manage Segnals trading bots, strategies, PnL, and the strategy marketplace through natural language.

beat-twin

A local MCP server bridging Bitwig Studio for agent-assisted music workflows, read-only by default with configurable write-policy gates.

ARTPARK Public Data MCP Server

Enables AI assistants to access and query ARTPARK's public health datasets including dengue epidemiology, livestock census, and FMD vaccination data through a structured 4-step workflow for data discovery and retrieval.

Synapse MCP Server

Server Protokol Konteks Model yang mengekspos Entitas Synapse (Dataset, Proyek, Folder, File, Tabel) beserta anotasi mereka, memungkinkan akses terprogram ke sumber daya data Synapse melalui API RESTful.

synapse-mcp

An intelligent memory and knowledge retrieval server that helps AI programming assistants remember and reuse solutions from previous conversations.

Zotero MCP

Menghubungkan pustaka riset Zotero Anda dengan Claude dan asisten AI lainnya melalui Protokol Konteks Model, memungkinkan Anda untuk mencari pustaka Anda, mengakses konten, mendiskusikan makalah, mendapatkan ringkasan, dan menganalisis sitasi.

Stochastic Process Analyzer

Advanced server for simulating financial models and stochastic processes, offering tools for generating simulations, calculating financial metrics, and visualizing results with interactive components.

mcp-confidence

Enables LLM agents to route responses as accept, verify, or ask-a-human based on token logprobs, and provides an MCP server for delegating generation to local models with confidence bands.

oms-client-agent-mcp

Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-based wallet authentication, message signing, balance queries, and transaction sending on supported networks like Polygon, Base, and Sepolia.

factorio-mcp

Enables control and inspection of a Factorio 2.0 server via RCON, with tools for administration, player management, game state queries, and Lua execution.

Jokes MCP Server

Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, from specific categories. It serves as a demonstration for deploying and integrating Model Context Protocol servers with Microsoft Copilot Studio and Azure.

Quran MCP Server

Provides AI assistants with comprehensive access to Islamic resources including Quran verses with translations, Tafsir commentary, Hadith collections, and audio recitations. Enables users to explore Islamic texts, get daily inspiration, and access scholarly interpretations through natural language queries.

tkinter-mcp-server

MCP server for launching, inspecting, and interacting with Tkinter GUI applications. Enables AI agents to automate Tkinter apps without code modifications.

Monarch Money MCP Server

Provides read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, and cashflow.

Hiito MCP Server

Enables AI assistants to query nearby parties, retrieve party details, and generate WeChat mini-program share links for the '螺母车尾派对' app.

mev-history-mcp

Pay-per-call MCP server for EVM MEV history, offering sandwich check, MEV exposure score, and pool density analysis on multiple chains with USDC payment on Base.