Awesome MCP Servers

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

Interact with over 100 cryptocurrency exchange APIs using the CCXT library.

Integrate with cryptocurrency exchanges using the CCXT library.

Provides an offline AWS CDK API reference.

Access Composers' Desktop Project (CDP) sound transformation programs. Requires a separate CDP installation.

Edit files using CEDARScript, a SQL-like language for code manipulation.

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the CellRank toolkit.

A server for CodeFuse-CGM, a graph-integrated large language model designed for repository-level software engineering tasks.

Provides real-time access to Chainlink's decentralized on-chain price feeds.

A Retrieval-Augmented Generation (RAG) server for document processing, vector storage, and intelligent Q&A, powered by the Model Context Protocol.

Breaking Change Alerts for Humans and AI Agents.

A Model Context Protocol server for generating visual charts using AntV.

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

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.

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

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

Predict anything with Chronulus AI forecasting and prediction agents.

A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.

A Python client for the Model Context Protocol (MCP), an open standard for connecting AI assistants to external data and tools.

Local code analysis MCP server with 25+ tools: semantic search, call graph tracing, dependency analysis, and symbol navigation. Built with Tree-sitter and CozoDB. Supports Go, Python, JS, TS.

Enable AI Agents to fix build failures from CircleCI.

An MCP server for Cisco NSO that exposes its data and operations as MCP primitives.

Connect to, configure, and monitor Cisco network devices like routers and switches via SSH.

An MCP server for interacting with Autodesk Civil 3D, requiring a companion plugin and Node.js 18+.