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

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

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

Validate and visualize chess positions using FEN notation.

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.

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

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.

An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.

Provides AI assistants with persistent memory using ChromaDB vector storage.

An MCP server for vector storage and retrieval using ChromaDB.

Automate Chrome via its debugging port with session persistence. Requires Chrome to be started with remote debugging enabled.

This MCP allows you to record browser interactions with a chrome extension that include screenshots and console logs. The data is then saved to a local database that feeds the data to an AI system like claude code to search.

Control Chrome with debugging capabilities, userscript injection, and extension support.

Automate your browser by connecting to Chrome's debugging port, preserving your login state.

Debug web applications by connecting to Chrome's developer tools via the Chrome DevTools Protocol.

chrome-devtools-mcp lets your coding agent (such as Gemini, Claude, Cursor or Copilot) control and inspect a live Chrome browser

An MCP server for AI-assisted frontend development using Chrome DevTools. Requires Google Chrome.

Exposes Chrome browser functionality to AI assistants for automation, content analysis, and semantic search via a Chrome extension.

Control a Chrome browser instance using the Chrome DevTools Protocol (CDP).

Generate PDFs from HTML content or URLs using a headless Chrome/Chromium browser.

Send CHR transactions using the Chromia Wallet.

Search Chromium source code using advanced Code Search syntax.

Access Chromium and PDFium source code repositories using Google's official CodeSearch APIs, supporting advanced search, Gerrit integration, and issue tracking.

Interact with Google's Chronicle Security Operations suite.

Interact with the Stellar blockchain to manage wallets, list tokens, query balances, and transfer funds.

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability.

Fetch logs, metrics, traces, and events from the Chronosphere observability platform.

Predict anything with Chronulus AI forecasting and prediction agents.