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

An MCP server that indexes local code into a graph database to provide context to AI assistants.

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase. Pre-built index committed to git, instant queries via MCP.

Utilize Codelogic's rich software dependency data in your AI programming assistant.

Interact with CodeRabbit AI reviews on GitHub pull requests.

Integrate with CodeRabbit AI for automated code reviews, pull request analysis, and report generation.

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.

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

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

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

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.

A secure MCP server for executing terminal commands with controlled directory access and command permissions.

An MCP server to run arbitrary commands on the local machine.

Fetches comprehensive information about Composer packages from Packagist, including READMEs, metadata, and search functionality.

Fetches Composer package README and usage information from Packagist.

An MCP server for evaluating arithmetic expressions using a Pratt parser in Rust.

interacts with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. Helps to integrate ConfigCat SDK, implement feature flags or remove zombie (stale) flags.

A flexible MCP server that executes arbitrary command-line tools defined in a configuration file.

Production-ready MCP server for AI-driven console automation and monitoring. 40+ tools for session management, SSH, testing, and background jobs.