Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Pattern intelligence API for AI agents. Search 24M historical chart patterns, get forward returns, market regime analysis, and AI summaries for any stock ticker.

Access and manage ChartMogul data, including customers, plans, and analytics.

Renders interactive Chart.js charts and dashboards inline in AI conversations.

A powerful server for Excel file processing, data analysis, and visualization, leveraging Python and Go for high performance.

An MCP server to interact with OpenAI's ChatGPT API for conversational AI and text generation.

A cross-platform AI chat client supporting desktop, mobile, and web platforms.

Query SQL Server databases using natural language with OpenAI GPT models.

MCP server for spatial transcriptomics analysis with 60+ integrated methods

Summarize chat messages from a local database file.

Generates text-to-speech audio with automatic playback using the Chatterbox TTS model.

A simple notes system with resources, tools, and prompts.

Exposes Check Point security management data for AI-powered automation and analysis.

AI-powered text-to-speech MCP server with instant voice cloning. Generate speech from Claude Desktop, Claude Code, or n8n using 5 built-in voices (English, German, French, Spanish) or clone any voice from a short audio sample. Runs fully local, no API keys, no cloud. Supports stdio, SSE, and HTTP transports.

Native macOS Calendar & Reminders MCP server with 24 tools using Swift EventKit - supports recurring events, location triggers, search, batch operations

A collection of 19 professional tools for chemical molecular processing based on the Model Context Protocol (MCP).

Access player data, game records, and public information from Chess.com's Published Data API.

Validate and visualize chess positions using FEN notation.

3D graphical chess game for humans and agents

An MCP server that provides chess statistics for any player.

Connect to UCI-compatible chess engines like Stockfish to play and analyze games. Requires a local chess engine binary.

Chhart MCP is a tool that enables AI assistants to generate instant, shareable flowcharts and Sankey diagrams directly in chat,

Chia Health MCP Server — Patient workflow integration for a licensed US telehealth platform. Browse GLP-1 medications (semaglutide, tirzepatide), peptide therapies (sermorelin, NAD+, glutathione), and longevity treatments. Check eligibility, complete intake, sign consents, and manage treatment plans. 30 tools, HIPAA-compliant. All prescriptions evaluated by licensed US healthcare providers and delivered from FDA-regulated pharmacies across 50 states + DC.

AI website builder with MCP tools for generating, editing, deploying websites, creating images and videos programmatically.

AI-agent-ready tools for China travel, business, and sourcing. 8 tools including free knowledge guides (payment, visa, VPN), supplier verification, trip concierge, and Stripe ACP checkout.

Query weather information and meteorological warnings for Chinese cities using the QWeather API.

An MCP server for integration with the Claude Desktop Client, with optional DBT manifest path configuration.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

A vector database server powered by Chroma, enabling semantic document search, metadata filtering, and document management.

Provides AI assistants with persistent memory using ChromaDB vector storage.

An MCP server for vector storage and retrieval using ChromaDB.