Awesome MCP Servers

Retrieving and analyzing issues from Sentry.io

Create crafted UI components inspired by the best 21st.dev design engineers.

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.

Flag features, manage company data, and control feature access using Bucket

Enable AI Agents to fix build failures from CircleCI.

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

Run code in secure sandboxes hosted by E2B

Tool platform by IBM to build, test and deploy tools for any data source

Run Python in a code sandbox.

Interact with any other SaaS applications on behalf of your customers.

Work on your code with JetBrains IDEs

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

Provides access to OpenTelemetry traces and metrics through Logfire.

Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Interact with your crash reporting and real using monitoring data on your Raygun account

Arbitrary code execution and tool-use platform for LLMs by Riza

Enable AI agents to secure code with Semgrep.

Official MCP server for Sentry.

Dynamically search and call tools using UnifAI Network

Set up and interact with your unstructured data processing workflows in Unstructured Platform

Single tool to control all 100+ API integrations, and UI components

Execute any LLM-generated code in the YepCode secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

Interact with your MLOps and LLMOps pipelines through your ZenML MCP server

📲 An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.

Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client.

integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.

Clojure linter

Obtains latest dependency details for Clojure libraries.

Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.

Run and manage docker containers, docker compose, and logs

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

Gentoro generates MCP Servers based on OpenAPI specifications.

MCP server to provide golang packages and their information from pkg.go.dev

MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.

Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

MCP Server for automated reverse engineering with IDA Pro.

Share code context with LLMs via Model Context Protocol or clipboard.

Tools to query latest Maven dependency information

Set up MCP servers in Claude Desktop

Interacting with Phabricator API

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

MCP server for the incident management platform Rootly.

Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.

MCP Server to control and interact with Unity3d Game Engine for game development

Generate visualizations from fetched data using the VegaLite format and renderer.

The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.

Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.