Awesome MCP Servers

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

MCP server that gives coding agents program-analysis primitives — data flow, call graphs, taint analysis — so they reason from ground truth instead of grep-and-guess. (same as the GitHub About — keeps your messaging consistent across the web).

Enhances Claude's ability to solve complex programming tasks through structured, step-by-step thinking.

Run code snippets in various programming languages and view the output.

Execute JavaScript and Python code in a secure sandbox. Supports Deno for JS/TS and Pyodide for Python, with configurable permissions.

A secure sandbox for executing code in Docker containers, providing a safe environment for AI applications.

Code Scalpel is an MCP server that upgrades your AI coding agent with surgical, graph-based tools for precise analysis, atomic refactoring, and 99% lower token costs.

Scans code files for definitions, respects .gitignore, and outputs in LLM-friendly formats like XML or Markdown.

Advanced code search and transformation powered by ugrep and ast-grep for modern development workflows.

Graph-powered code intelligence MCP server with semantic search, knowledge graph, and dependency analysis for Claude Code, Cursor, and Copilot.

CLI token optimizer and AI context generator with built-in MCP server. Scans codebases to extract routes, schema, components, and dependencies 9x–13x token reduction for Claude Code, Cursor, Copilot, Codex, and Windsurf.

Generate beautiful, shareable images from code snippets with syntax highlighting and multiple themes.

A command-line tool that summarizes code files in a directory using Gemini Flash 2.0.

Hot reload remote containerized Python applications directly from your IDE.

A Model Context Protocol (MCP) server for CODESYS V3 programming environments.

An MCP server for the codetoprompt library, enabling integration with LLM agents.

Analyzes local and remote GitHub repositories to provide code understanding and context generation, including structure analysis, file identification, and semantic mapping.

CodeVF MCP lets AI hand off problems to real engineers instantly, so your workflows don’t stall when models hit their limits.

MCP to read the Codex crypto data API so agents can write GraphQL queries.

An MCP server that wraps the OpenAI Codex CLI, exposing its functionality through the MCP API.

A coding assistant server that provides context-aware code suggestions, documentation integration, and technology detection.

Interact with the CODING DevOps platform for managing projects and work items.

Rewrites coding prompts for optimal results with AI IDEs like Cursor AI, powered by Claude by Anthropic.

An MCP server for enforcing coding standards and best practices.

A collection of MCP servers that provide cognitive enhancement tools for large language models.

Access real-time and historical crypto market data from CoinAPI’s MCP server, built for developers and AI agents needing reliable, unified market coverage.

Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language.

An MCP server for ComfyUI integration.

An image generation server that connects to a local ComfyUI instance via its API, supporting dynamic workflows.

Integrates ComfyUI with MCP, allowing the use of custom workflows. Requires a running ComfyUI server.

Execute pre-approved shell commands securely on a server.