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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capability taxonomy · v1

What agents can do, in a form machines can filter on

103 nodes in 18 domains. Capabilities are derived from declared text and observed tool names, mapped through aliases; free-form tags never enter the tree. Query with capability=domain.capability or fetch the whole thing from /api/v1/capabilities.

Content6.9k

Writing, editing, translation and other text production.

  • Translation281 live450
  • Localization37 live124
  • Writing & Editing2043 live2.6k
  • SEO760 live1.2k
  • Social Media773 live1.5k
  • Marketing580 live1.1k
Code6.3k

Software development, review and analysis.

  • Code Generation134 live1.3k
  • Code Review304 live964
  • Security Review198 live771
  • Testing145 live1.0k
  • Refactoring105 live261
  • Code Documentation495 live1.1k
  • Code Execution206 live545
  • Debugging52 live354
Media3.8k

Image, audio and video generation and processing.

  • Image Generation124 live510
  • Image Editing38 live110
  • Image Understanding24 live247
  • Video Generation107 live344
  • Video Editing123 live335
  • Speech Synthesis94 live300
  • Speech Recognition151 live370
  • Music & Audio133 live367
  • 3D & Design282 live1.2k
Documents6.1k

Document understanding and processing.

  • OCR101 live328
  • Data Extraction337 live623
  • Invoice Processing725 live1.3k
  • Contracts & Legal1287 live1.8k
  • Document Conversion781 live1.1k
  • Spreadsheets248 live637
  • Presentations134 live314
Data & Search18k

Retrieval, search, scraping and data access.

  • Web Search1253 live1.8k
  • Web Scraping2430 live3.1k
  • Databases889 live2.7k
  • Vector Search2094 live3.3k
  • API Access313 live943
  • News & Feeds2440 live2.9k
  • Weather2359 live2.9k
Developer Tooling13k

Tools for building, shipping and operating software.

  • Version Control382 live2.0k
  • CI/CD & Deploy485 live1.3k
  • Monitoring & Observability458 live1.4k
  • Project Management130 live730
  • Packages & Dependencies2545 live3.6k
  • Filesystem864 live1.3k
  • Terminal & Shell142 live828
  • Documentation Lookup1287 live1.9k
Productivity6.2k

Email, calendar, notes, tasks and office work.

  • Email681 live1.5k
  • Calendar & Scheduling757 live1.4k
  • Notes & Docs151 live801
  • Tasks & To-do273 live591
  • CRM & Sales579 live1.1k
  • HR & Recruiting482 live710
Commerce14k

Shopping, payments and marketplaces.

  • Payments2962 live4.5k
  • E-commerce Operations3893 live5.0k
  • Pricing & Quotes2509 live3.1k
  • Travel & Booking956 live1.3k
Communication3.6k

Messaging, chat and notifications.

  • Team Chat660 live1.2k
  • SMS & Voice485 live1.0k
  • Notifications665 live1.2k
  • Customer Support52 live144
Knowledge & Memory5.8k

Storage, memory and knowledge management for agents.

  • Agent Memory2183 live3.7k
  • Knowledge Graphs418 live1.4k
  • Reasoning & Planning380 live668
Infrastructure5.3k

Cloud, browsers, systems and runtime control.

  • Browser Automation1573 live3.1k
  • Cloud Platforms258 live1.4k
  • Devices & IoT132 live441
  • Desktop Control72 live337
Analytics2.0k

Metrics, dashboards and business intelligence.

  • Product Analytics292 live482
  • Reporting & Dashboards830 live1.5k
Finance5.2k

Banking, accounting, markets and financial data.

  • Markets & Trading1833 live3.7k
  • Accounting411 live747
  • Banking566 live785
Security6.9k

Security analysis, scanning and identity.

  • Security Scanning218 live782
  • Identity & Access2843 live4.2k
  • Secrets Management1542 live1.9k
Research3.2k

Literature, scientific and web research.

  • Academic Research415 live836
  • Deep Web Research1851 live2.1k
  • People & Company Research226 live310
Automation1.9k

Workflow and task automation, orchestration.

  • Workflow Automation272 live546
  • Agent Orchestration277 live1.0k
  • Scheduling & Cron194 live346
AI Services3.0k

Model access, evaluation and agent infrastructure.

  • Model Access86 live314
  • Evaluation & Benchmarks620 live929
  • Prompt Management488 live769
  • Agent Discovery815 live1.0k
Location & Maps548

Geospatial data, maps, travel and places.

  • Maps & Places388 live548