Enhanced Dash MCP Server

{ "name": "Enhanced Dash Documentation Server", "description": "Intelligent access to local Dash documentation with project-aware search, fuzzy matching, and content extraction", "version": "1.0.0", "author": "Josh (Fort Collins, CO)", "repository": "local", "license": "MIT", "capabilities": { "tools": true, "resources": false, "prompts": false }, "server": { "command": "python3", "args": [ "$DASH_MCP_DIR/enhanced_dash_server.py" ], "env": {}, "cwd": "$DASH_MCP_DIR" }, "tools": [ { "name": "search_dash_docs", "description": "Search local Dash documentation with fuzzy matching and content extraction", "category": "documentation", "keywords": ["docs", "search", "api", "reference"] }, { "name": "list_docsets", "description": "List all available Dash docsets with metadata", "category": "documentation", "keywords": ["docs", "list", "available"] }, { "name": "get_doc_content", "description": "Get full content for a specific documentation entry", "category": "documentation", "keywords": ["docs", "content", "details"] }, { "name": "analyze_project_context", "description": "Analyze a project directory to understand its technology stack and dependencies", "category": "project", "keywords": ["project", "analyze", "stack", "dependencies"] }, { "name": "get_project_relevant_docs", "description": "Get documentation most relevant to the current project context and query", "category": "project", "keywords": ["project", "relevant", "context", "smart-search"] }, { "name": "get_implementation_guidance", "description": "Get best practices and implementation patterns for a specific feature in your project", "category": "guidance", "keywords": ["best-practices", "patterns", "implementation", "guidance"] }, { "name": "get_migration_docs", "description": "Get documentation for migrating or upgrading technology versions", "category": "migration", "keywords": ["migration", "upgrade", "version", "breaking-changes"] }, { "name": "get_latest_api_reference", "description": "Get the most current API reference for a specific method or class", "category": "api", "keywords": ["api", "reference", "latest", "methods", "classes"] } ], "configuration": { "cache_ttl": { "description": "Cache time-to-live in seconds", "type": "integer", "default": 3600, "minimum": 300, "maximum": 86400 }, "fuzzy_threshold": { "description": "Fuzzy search matching threshold (0-100)", "type": "integer", "default": 60, "minimum": 0, "maximum": 100 }, "content_length_limit": { "description": "Maximum content length to extract", "type": "integer", "default": 5000, "minimum": 1000, "maximum": 20000 }, "docsets_path": { "description": "Path to Dash docsets directory", "type": "string", "default": "~/Library/Application Support/Dash/DocSets" } }, "usage_examples": [ { "title": "Basic Documentation Search", "description": "Search for specific API documentation", "example": "Search for React useState hook documentation", "tool": "search_dash_docs" }, { "title": "Project-Aware Search", "description": "Get documentation relevant to your current project", "example": "Find authentication patterns for my React project", "tool": "get_project_relevant_docs" }, { "title": "Implementation Guidance", "description": "Get best practices for implementing features", "example": "How to implement real-time chat with WebSockets in React", "tool": "get_implementation_guidance" }, { "title": "Migration Documentation", "description": "Find upgrade and migration guides", "example": "Migration guide from React 17 to React 18", "tool": "get_migration_docs" }, { "title": "API Reference", "description": "Get current API documentation with examples", "example": "Latest pandas DataFrame methods with examples", "tool": "get_latest_api_reference" } ], "supported_technologies": [ "JavaScript", "TypeScript", "React", "Next.js", "Vue.js", "Angular", "Node.js", "Express", "Python", "Django", "Flask", "FastAPI", "Pandas", "NumPy", "TensorFlow", "PyTorch", "HTML", "CSS", "Bootstrap", "Tailwind CSS", "MongoDB", "PostgreSQL", "MySQL", "Redis" ], "project_detection": { "javascript": { "files": ["package.json"], "frameworks": ["react", "vue", "angular", "nextjs", "express"] }, "python": { "files": ["requirements.txt", "pyproject.toml", "setup.py"], "frameworks": ["django", "flask", "fastapi", "streamlit"] }, "web": { "files": ["index.html", "main.css"], "frameworks": ["bootstrap", "tailwind"] } }, "integration": { "warp_terminal": { "compatible": true, "features": [ "Command palette integration", "Background execution in tmux", "Terminal-based server management", "Zsh/Oh-My-Zsh compatibility" ] }, "development_workflow": { "neovim": "Documentation available while coding", "tmux": "Background server execution", "git": "Project context from repository analysis", "package_managers": "Automatic dependency detection" } }, "performance": { "caching": { "memory": "In-memory cache for fast repeated searches", "disk": "Persistent cache in ~/.cache/dash-mcp/", "ttl": "Configurable cache expiration" }, "search": { "fuzzy_matching": "Typo-tolerant search with configurable threshold", "content_extraction": "On-demand content parsing", "project_awareness": "Context-based result ranking" } }, "troubleshooting": { "common_issues": [ { "issue": "No docsets found", "solution": "Ensure Dash is installed with downloaded docsets at ~/Library/Application Support/Dash/DocSets" }, { "issue": "Permission errors", "solution": "Check file permissions and ensure Python virtual environment is activated" }, { "issue": "Import errors", "solution": "Verify all dependencies are installed: pip install -r requirements.txt" }, { "issue": "Slow initial searches", "solution": "First search builds cache - subsequent searches will be faster" } ] }, "development": { "local_path": "$DASH_MCP_DIR", "environment": "Python virtual environment with dependencies", "startup_scripts": ["start-dash-mcp.sh", "start-dash-mcp-tmux.sh"], "aliases": [ "dash-mcp-start", "dash-mcp-attach", "dash-mcp-logs", "dash-mcp-stop", "dash-mcp-status" ] } }