Discover Awesome MCP Servers

Open MCP Knowledgebase

A zero-database MCP knowledgebase template for Vercel that exposes static Markdown content to AI agents through clean MCP surfaces.

Foghorn

Architectural decision tracker with staleness detection — records decisions and alerts when code changes invalidate them.

mcp-icd10

Offline MCP server for ICD medical code lookup, search, and crosswalk translation with 124K codes and 102K mappings, all local with zero network calls.

Slabby

An MCP server that enables AI agents to read, search, update, and list documentation within a Slab knowledge base. It facilitates keeping technical docs and team wikis in sync with development workflows through direct Slab integration.

google-mcp

Enables interaction with Google Chat through MCP, allowing listing spaces and messages, searching messages, and sending messages. Supports local and remote transports.

aco

MCP server for Agent Context OS that compiles engineering docs into a knowledge graph, detects code drift, and serves token-budgeted context packs to AI coding agents via MCP.

RTBrick MCP Server

Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required.

TexasSolver MCP Server

Enables interaction with the TexasSolver poker solver to run game theory optimal (GTO) poker calculations, load preflop ranges, and build game trees with structured parameters for analyzing poker hands and strategies.

Tika MCP Server

Extracts text and metadata from various file formats (PDF, DOCX, images with OCR) using Apache Tika, enabling AI assistants to understand file contents.

mcp-bnr-ro

Provides National Bank of Romania (BNR) FX reference rates without API key.

Pokemon MCP Server

Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon information and manage tournament squads. It enables AI agents to retrieve live data on popular picks and specific Pokémon stats using the Model Context Protocol.

geosphere-mcp-server

MCP server for worldwide weather data, using high-resolution GeoSphere Austria data for the Alpine region and Open-Meteo elsewhere. Provides current conditions, hourly forecasts, and daily outlooks with compact emoji-markdown output.

wflow-mcp

Experimental MCP server for the wflow.com public API, enabling natural language operations on documents, registers, users, roles, and teams across one or many organizations.

Microservice Control Panel (MCP)

바이트댄스의 Ocean Engine(巨量引擎) 광고 플랫폼의 API를 통합 및 관리하여 전자상거래 트래픽 확보 시나리오를 위한 통합 액세스 인터페이스를 제공하는 플랫폼입니다.

granola-mcp

Enables semantic search and insight extraction across Granola meeting notes, categorizing content into themes like pain points and decisions. It provides AI assistants with tools to query meeting transcripts, summaries, and speaker-attributed quotes via a local vector index.

CyberMCP

Enables AI assistants to perform cybersecurity analysis including RDAP lookup, DNS analysis, SSL inspection, security header detection, and more, returning structured security reports.

BasicOps

Bring BasicOps into your AI assistant. With MCP, your assistant can read your workspace, turn chat into structured tasks, and keep projects moving by updating owners, due dates, and status as decisions happen. BasicOps keeps humans and agents aligned in one place—tasks, messages, and projects—so work doesn’t get lost across tools. All actions respect your BasicOps access controls.

Supplement Advisor MCP Server

Evidence-based supplement recommendation MCP server covering 17 supplements and 40+ conditions with medication interaction checking and form quality classification.

Dify Cloud MCP Server

Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses are based on real database records rather than generated data.

FinDB Reporting MCP Server

A read-only MCP server for the FinDB demo database, exposing customer, account, card, and transaction reporting tools over stateless Streamable HTTP.

mcp-prompt-optimizer

MCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.

Harmony 2.0 Master Agent - Gemini MCP Server

Provides expert guidance for Harmony 2.0 development through Gemini AI, enabling code analysis, generation, and architectural assistance for building applications following Harmony 2.0 patterns and best practices.

mcp-noaa-tides

MCP server that provides access to NOAA Tides & Currents data including tide predictions, water levels, currents, and meteorological observations.

Fuel Network & Sway Language MCP Server

Fuel 문서를 지원하고 Cursor와 같은 다양한 코딩 IDE를 지원하는 Fuel MCP 서버입니다.

VNStock Agent

MCP server providing Vietnamese stock market data including historical prices, financial statements, company info, trading data, forex, crypto, world indices, and mutual funds through 21 MCP tools and 22 CLI commands with support for stdio, SSE, and Streamable HTTP transports.

Python MySQL MCP

A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.

TradingView MCP Bridge

Personal AI assistant for your TradingView Desktop charts. Connects AI to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

飞书日历 MCP 服务器

将飞书日历 API 封装为 MCP 服务器，支持日历、日程、订阅和忙碌状态的查询与管理。

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.