Developer Tools MCP Repositories

Query MySQL databases directly using Claude AI, executing SQL queries and retrieving formatted results for user-friendly reading. Access metadata about tables, including their size and structure.

Provides real-time AI interactions through a streaming-capable server with support for request/response logging and retries. Facilitates integration using a Docker-based client for interactive experiences with minimal setup.

Control Spotify playback using voice commands, manage playlists, and retrieve artist information through a user-friendly interface.

Provides tools for code explanation, review, and testing by executing commands through the Claude CLI with real-time feedback. Handles client requests in JSON format and processes commands securely.

Static code analysis and visualization tool that converts code into UML diagrams and flowcharts, enhancing understanding of code structure and flow. It supports multiple programming languages and utilizes advanced visualization tools like Mermaid and D3.

Analyze and query GitHub repositories to gain insights into their architecture and technology stack. Index repositories to enhance development workflows with detailed inquiries about codebases.

Enhance applications with advanced language models for idea generation, analysis, and manipulation. Context-aware interactions enable transformation of workflows through intelligent thought processing.

Analyze memory dumps to detect malware and perform memory forensics using a natural language interface, making the process accessible to users without specialized knowledge.

Manage conversations and memories with the Omi API, enabling retrieval, creation, and manipulation of user data for enhanced conversational capabilities.

Provides access to MongoDB databases for large language models, enabling inspection of collection schemas and execution of read-only queries.

Interacts with the Prefect API to manage tasks and resources efficiently. Provides a reliable server configuration for the Cursor IDE to streamline development workflows.

Extracts narrative and API documentation for dependencies in local projects by utilizing the Daipendency tool.

Execute remote commands securely over SSH using the Model Context Protocol, with support for password and private key authentication. The server returns the results of command executions, including standard output, standard error, and exit codes.

AI-assisted management of documentation and code improvement, supporting various frameworks with smart search capabilities. Integrates with Claude Desktop for an enhanced coding experience and improves suggestions over time.

Feature flagging solution that integrates customer feedback for rolling out features, enabling adaptive product management and user satisfaction enhancement.

Manage access to MCP servers with real-time control over LLM activities, including message logging and approval capabilities. Effortlessly switch between multiple MCP server configurations without manual file management.

Provides browser automation and interaction with web pages using Playwright and Chrome DevTools Protocol (CDP), enabling LLMs to interact with the web, take screenshots, and execute JavaScript in a real browser environment.

Integrates essential pentesting tools into a unified natural language interface for executing, chaining, and analyzing multiple security assessment tools. Enhances efficiency in penetration testing through conversational commands.

Set up a local MCP server to interact with a simple database and mock data. Manage resources such as users and posts while utilizing reusable prompts for efficient LLM interactions.

Convert SVG code into PNG images utilizing two conversion methods: CairoSVG for fast, simple transformations and Inkscape for full SVG feature support and improved font rendering. Integrated with MCP protocol for seamless client connectivity.

Enables agents to perform observability-assisted code reviews and identify code inefficiencies through dynamic code analysis. Leverages runtime usage data from distributed tracing to detect issues and improve application performance.

Enhances AI-generated code quality through intelligent, prompt-based analysis by identifying common quality issues in code changes. Offers actionable feedback to improve maintainability and clarity of the code.

QRCode_MCP is a server that allows users to easily create simple QR codes with various customizable styles.

The Sui Tools MCP server allows users to interact with the Sui blockchain easily. It offers tools for checking balances, transferring assets, and managing SUI transactions without complex setups.

Interact with Gausium robots through a standardized interface to access robot status, task reports, and maps. The server facilitates communication between AI models and Gausium's automation capabilities.

Scans GitHub repositories to provide structured access to their file trees and contents, allowing users to view directories and files easily. Supports secure access to both public and private repositories using user-provided GitHub tokens.

Provides coding assistance by offering context-aware code suggestions, integrating project documentation, and detecting programming languages and technologies used in codebases.

Middleware server enabling multiple isolated instances of MCP servers to operate independently with unique namespaces and configurations, allowing for conflict-free execution of identical server types in separate operational spaces.

Manage n8n workflows with natural language commands, enabling listing, creating, updating, deleting, and executing workflows while monitoring their statuses and accessing detailed execution statistics.

Provides access to conversational AI capabilities, enabling multi-turn dialogues and internet searches with zero configuration deployment. Fully compatible with ChatGPT interfaces for enhanced interaction.