Developer Tools Servers

Provides a bridge between Windows and Linux environments by enabling access to WSL filesystem operations, allowing seamless reading, writing, editing, and management of files within WSL distributions directly from Windows.

Generates ECharts visualizations as PNG images from JavaScript configuration objects, processing chart dimensions and configurations through server-side rendering to output image files for data visualization and report generation.

Integrates with GitLab to enable repository management, file operations, issue tracking, and merge request handling using a TypeScript implementation configured with a personal access token.

Integrates with Coolify's deployment platform to manage self-hosted applications, databases, and infrastructure including 110+ one-click services, 8 database types, server connectivity validation, and environment variable handling.

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Svelte Docs

Remote

Integrates with Svelte documentation to enable efficient querying and retrieval of framework-specific content for development assistance.

Task management system that visualizes development work as interactive flowcharts, enabling structured breakdown of tickets into minimal PRs and commits with progress tracking capabilities.

Enables direct Kubernetes cluster management through kubectl command execution, providing a bridge for real-time resource administration within conversations.

Enable LangChain workflows for your MCP client.

Lightweight server that captures and manages stdout logs from multiple processes through a named pipe system, maintaining a 100-entry log history and providing robust querying and filtering capabilities for debugging and real-time monitoring.

Database-backed project memory management system that stores decisions, progress tracking, and system patterns in a queryable knowledge graph with vector embeddings for semantic search and comprehensive import/export functionality.

Provides semantic document search and retrieval through vector embeddings, enabling context-aware responses backed by specific documentation sources

Provides TypeScript/JavaScript code analysis and refactoring capabilities using ts-morph, enabling intelligent code transformations with symbol renaming, file moving with import path corrections, cross-file reference updates, type signature analysis, and module dependency exploration across entire codebases.

Integrates with Godot game engine projects to provide project analysis, scene management, script generation, networking systems, debugging capabilities, and performance optimization recommendations for game development workflows.

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MCP Advisor

Remote

Discovery and recommendation service that helps find and understand available MCP services based on natural language queries, supporting multiple search backends for exploring servers by semantic similarity.

Tripo 3D

Official

Bridges AI systems with the Tripo 3D generation API, enabling text-to-3D model creation and manipulation through Blender addon integration for seamless 3D content creation workflows.

Bridges Claude with OpenAI's Codex through the official CLI, enabling direct consultation, stdin-piped execution for CI/CD workflows, and batch processing for automated code analysis and reviews.

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Code Runner

Remote

Executes code snippets in over 30 programming languages by creating temporary files and running them with appropriate interpreters, enabling direct testing and demonstration within conversations.

Use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics.

Provides AI systems with access to documentation from llms.txt files by fetching and parsing content from specified URLs, enabling seamless documentation lookup during coding sessions.

Playwright MCP enables browser automation and interaction recording by capturing DOM interactions, screenshots, and page navigation events to generate reproducible test scripts through a visual, context-driven workflow.

Provides a streamlined interface for executing complex coding tasks including file operations, Git commands, and web searches without permission interruptions by automatically bypassing constraints.