Developer Tools MCP Servers

Cursor A11y

Identifies accessibility issues in web applications using AI agents and comprehensive testing.

MariaDB Reader

Enables AI assistants to interact with and query MariaDB databases via the Model Context Protocol (MCP).

Chunker

Chunks source code files and stores them in a ChromaDB vector database, including line range metadata.

Server Directory

Discover and share Model Context Protocol servers for AI application development and integration.

Canon Camera

Remotely controls Canon cameras via the Canon Camera Control API (CCAPI) using FastMCP for streamable HTTP transport.

Document Automation

Enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

XrayDB

Provides a Model Context Protocol server to access X-ray properties of elements.

Redis

Connects AI editors to Redis, providing comprehensive database operation capabilities.

Dicom

Integrates medical imaging systems (DICOM/Orthanc, FHIR, RIS) with AI assistants and large language models using the Model Context Protocol.

Google Search

Perform comprehensive web searches using Google Custom Search JSON API with advanced content extraction capabilities.

Go Pprof Analyzer

Exposes Go pprof profiling data to AI coding assistants, facilitating deep performance analysis and optimization.

Smart Connections

Provides secure, read-only semantic and text search capabilities for Obsidian vault notes to AI clients like Claude Code via the Model Context Protocol.

Trust

Detect vulnerabilities in websites and GitHub repositories, receiving AI-generated fix code with diffs and enabling one-click pull request creation.

TradeRouter

Provides a Model Context Protocol (MCP) interface for the TradeRouter.ai Solana swap and limit order engine.

ClarifyPrompt

Transforms vague prompts into platform-optimized prompts for over 58 AI platforms across diverse categories.

Delimit

Provides a unified workspace for AI coding assistants, enabling consistent context and governance across multiple models.

Spotify

Enables AI agents to search, browse, and control Spotify for personalized music and playlist workflows.

Beads

Integrates the BEADS framework as a Model Context Protocol (MCP) server, enabling AI agents to interact with Beads CLI commands through structured tool invocations.

OpenPass

Securely manage sensitive secrets via the command line with modern age encryption and AI agent integration.

Loxone

Integrates AI assistants with Loxone smart home systems, enabling voice or chat control over rooms, devices, and sensors.