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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.

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · 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.

Content458

Writing, editing, translation and other text production.

  • Translation2 live24
  • Localization1 live11
  • Writing & Editing35 live94
  • SEO6 live82
  • Social Media12 live127
  • Marketing17 live120
Code859

Software development, review and analysis.

  • Code Generation3 live269
  • Code Review7 live120
  • Security Review4 live98
  • Testing1 live160
  • Refactoring2 live36
  • Code Documentation9 live78
  • Code Execution2 live49
  • Debugging1 live49
Media494

Image, audio and video generation and processing.

  • Image Generation4 live99
  • Image Editing20
  • Image Understanding1 live36
  • Video Generation3 live61
  • Video Editing1 live26
  • Speech Synthesis6 live36
  • Speech Recognition3 live33
  • Music & Audio2 live43
  • 3D & Design6 live140
Documents439

Document understanding and processing.

  • OCR7 live57
  • Data Extraction6 live70
  • Invoice Processing7 live110
  • Contracts & Legal17 live67
  • Document Conversion7 live61
  • Spreadsheets3 live52
  • Presentations2 live22
Data & Search934

Retrieval, search, scraping and data access.

  • Web Search9 live87
  • Web Scraping4 live122
  • Databases55 live300
  • Vector Search6 live179
  • API Access7 live122
  • News & Feeds10 live79
  • Weather4 live45
Developer Tooling1.0k

Tools for building, shipping and operating software.

  • Version Control6 live226
  • CI/CD & Deploy16 live160
  • Monitoring & Observability66 live209
  • Project Management1 live98
  • Packages & Dependencies12 live87
  • Filesystem20 live96
  • Terminal & Shell1 live81
  • Documentation Lookup28 live85
Productivity569

Email, calendar, notes, tasks and office work.

  • Email12 live143
  • Calendar & Scheduling15 live87
  • Notes & Docs5 live117
  • Tasks & To-do2 live46
  • CRM & Sales13 live126
  • HR & Recruiting10 live50
Commerce930

Shopping, payments and marketplaces.

  • Payments134 live501
  • E-commerce Operations39 live236
  • Pricing & Quotes40 live110
  • Travel & Booking8 live83
Communication279

Messaging, chat and notifications.

  • Team Chat11 live99
  • SMS & Voice7 live101
  • Notifications11 live69
  • Customer Support10
Knowledge & Memory513

Storage, memory and knowledge management for agents.

  • Agent Memory14 live269
  • Knowledge Graphs9 live184
  • Reasoning & Planning5 live60
Infrastructure595

Cloud, browsers, systems and runtime control.

  • Browser Automation9 live298
  • Cloud Platforms3 live234
  • Devices & IoT2 live37
  • Desktop Control1 live26
Analytics147

Metrics, dashboards and business intelligence.

  • Product Analytics3 live37
  • Reporting & Dashboards9 live110
Finance416

Banking, accounting, markets and financial data.

  • Markets & Trading56 live303
  • Accounting7 live62
  • Banking9 live51
Security370

Security analysis, scanning and identity.

  • Security Scanning3 live80
  • Identity & Access59 live228
  • Secrets Management7 live62
Research112

Literature, scientific and web research.

  • Academic Research10 live59
  • Deep Web Research9 live34
  • People & Company Research2 live19
Automation220

Workflow and task automation, orchestration.

  • Workflow Automation6 live53
  • Agent Orchestration7 live138
  • Scheduling & Cron4 live29
AI Services404

Model access, evaluation and agent infrastructure.

  • Model Access22 live59
  • Evaluation & Benchmarks7 live69
  • Prompt Management14 live193
  • Agent Discovery17 live83
Location & Maps26

Geospatial data, maps, travel and places.

  • Maps & Places26