Find a tool for your task

Say what you need to do. We match it to capabilities and rank hands-on tested tools first, then MCP Registry servers whose tool names match (automatic checks, not tests).

For agents: GET /api/find?task=… (JSON) · MCP tool find_tools_for_task on /mcp · /api/capabilities.json.

Capabilities

• Fetch a web page as text (6 tested, 44 registry)
• Search the web (1 tested, 18 registry)
• Crawl a website (1 tested, 16 registry)
• Drive a browser (headless) (2 tested, 8 registry)
• Fill in web forms (2 tested, 0 registry)
• Take a screenshot (3 tested, 14 registry)
• Convert content to Markdown (5 tested, 23 registry)
• Convert documents (PDF, Word, PowerPoint, Excel) (3 tested, 21 registry)
• Read and write local files (1 tested, 6 registry)
• Search local files (1 tested, 1 registry)
• Work with a git repository (1 tested, 867 registry)
• Query GitHub (issues, PRs, repos) (0 tested, 21 registry)
• Find trending repositories (2 tested, 845 registry)
• Search technical documentation (3 tested, 18 registry)
• Read up-to-date library docs (2 tested, 2 registry)
• Search and cite a codebase (1 tested, 16 registry)
• Edit code (1 tested, 1 registry)
• Control a code editor (1 tested, 4 registry)
• Store and recall memory (5 tested, 849 registry)
• Checkpoint and resume a session (1 tested, 1 registry)
• Share a workspace between agents (2 tested, 47 registry)
• Search notes (2 tested, 71 registry)
• Create and edit notes (1 tested, 19 registry)
• Encrypt notes (1 tested, 0 registry)
• Visualize notes as a graph (1 tested, 0 registry)
• Search an email archive (1 tested, 2 registry)
• Send or manage email (0 tested, 13 registry)
• Send chat messages or notifications (1 tested, 51 registry)
• Generate or render images (2 tested, 11 registry)
• Edit images (1 tested, 1 registry)
• Draw and edit SVG vector graphics (1 tested, 4 registry)
• Convert image formats (1 tested, 1 registry)
• Process video (cut, convert, export) (2 tested, 23 registry)
• Record the screen (1 tested, 0 registry)
• Analyze audio (2 tested, 12 registry)
• Generate sound effects (1 tested, 0 registry)
• Turn text into speech or audiobooks (1 tested, 6 registry)
• Transcribe and summarize meetings (1 tested, 13 registry)
• Analyze coding-agent sessions and transcripts (5 tested, 0 registry)
• Monitor running coding-agent sessions (1 tested, 0 registry)
• Run coding agents in parallel (1 tested, 0 registry)
• Find reachable credentials and secrets (1 tested, 1 registry)
• Redact secrets and personal data (3 tested, 7 registry)
• Ask a human for approval (2 tested, 29 registry)
• Keep an audit log of agent actions (1 tested, 3 registry)
• Inspect and test MCP servers (2 tested, 0 registry)
• Audit MCP servers for risk (2 tested, 0 registry)
• Find tools, MCP servers and skills (4 tested, 16 registry)
• Find agent skills (1 tested, 14 registry)
• Read reviews of dev tools (1 tested, 23 registry)
• Check if a site is agent-ready (2 tested, 828 registry)
• Audit a page for SEO (1 tested, 10 registry)
• Detect what built a website (1 tested, 5 registry)
• Restyle a web page with CSS (1 tested, 4 registry)
• Rewrite or clean up text (2 tested, 3 registry)
• Lint prose for AI tells (1 tested, 0 registry)
• Reason step by step (1 tested, 1 registry)
• Read tech news (HN, Lobsters) (2 tested, 51 registry)
• Search research papers (1 tested, 19 registry)
• Summarize a web page (1 tested, 14 registry)
• Read articles without popups or paywall overlays (1 tested, 0 registry)
• Gate merges on human code understanding (2 tested, 2 registry)
• Review iOS layout for resizing (1 tested, 0 registry)
• Draw on the screen to point things out (1 tested, 0 registry)
• Send one prompt to many chatbots (1 tested, 0 registry)
• Compare AI models and benchmarks (2 tested, 38 registry)
• Check packages for vulnerabilities (1 tested, 11 registry)
• Look up earthquake data (1 tested, 1 registry)
• Show text full-screen as a sign (1 tested, 0 registry)
• Browse AI-made art (1 tested, 0 registry)
• Visualize an agent skill as a flow (1 tested, 0 registry)
• Query a database (0 tested, 9 registry)
• Manage CRM leads and contacts (0 tested, 192 registry)
• Search products and shops (0 tested, 234 registry)
• Manage calendar events (0 tested, 1061 registry)
• Manage tasks, tickets and projects (0 tested, 177 registry)
• Get weather and forecasts (0 tested, 853 registry)
• Geocode places, maps and routes (0 tested, 143 registry)
• Get market and financial data (0 tested, 315 registry)
• Handle payments and invoices (0 tested, 205 registry)
• Translate text (0 tested, 16 registry)
• Search job listings (0 tested, 99 registry)
• Search flights and hotels (0 tested, 26 registry)
• Manage cloud infrastructure and deployments (0 tested, 48 registry)
• Analyze data and spreadsheets (0 tested, 223 registry)
• Search social media (0 tested, 26 registry)
• Design and edit 3D and CAD models (1 tested, 1 registry)
• Export CAD files (STEP, STL, 3MF) (1 tested, 0 registry)
• Search legal and government data (0 tested, 60 registry)