Catalog completeness

Catalog coverage

82 of 3441 current-track cells have moved off unknown. This is research completeness only: it does not rank support quality, product capability, popularity, or conformance.

Unknown is a deliberate result. It means this catalog has not yet published a sufficiently scoped, dated source for that capability and exact surface. It does not mean unsupported.
Current-track sourced share2%3359 explicit unknown cells remain
Web9 surfaces

13 sourced · 986 unknown

Desktop13 surfaces

57 sourced · 1386 unknown

CLI9 surfaces

12 sourced · 987 unknown

Most unknown first

By capability

Capabilities with the most unknown product cells appear first.

CapabilitySourcedUnknownCoverage
Accountable human handoff0 / 31310%
Administrative policy controls0 / 31310%
Agent Plugins failure isolation0 / 31310%
Agent Skills manual invocation0 / 31310%
Agent Skills progressive loading0 / 31310%
Agent Skills references and assets0 / 31310%
Agent Skills scripts0 / 31310%
AGENTS.md root instructions0 / 31310%
Artifact and workspace export0 / 31310%
Audit logs and actor attribution0 / 31310%
Automatic context compaction0 / 31310%
Concurrent subagents0 / 31310%
Context compaction controls0 / 31310%
Context usage visibility0 / 31310%
Context window and effective input limit0 / 31310%
Controlled conversation sharing0 / 31310%
Conversation and run export0 / 31310%
Data residency and processing location controls0 / 31310%
Data retention and deletion controls0 / 31310%
Encryption and key controls0 / 31310%
Failure recovery and safe retry0 / 31310%
File upload limits and quota visibility0 / 31310%
Local models0 / 31310%
Local-only and offline operation0 / 31310%
MCP cancellation0 / 31310%
MCP elicitation0 / 31310%
MCP list-changed notifications0 / 31310%
MCP logging0 / 31310%
MCP OAuth authorization0 / 31310%
MCP progress notifications0 / 31310%
MCP prompt-list notifications0 / 31310%
MCP prompts0 / 31310%
MCP Registry metadata0 / 31310%
MCP resource subscriptions0 / 31310%
MCP resources0 / 31310%
MCP revision compatibility0 / 31310%
MCP roots0 / 31310%
MCP sampling0 / 31310%
MCP server instructions0 / 31310%
MCP server role0 / 31310%
MCP task listing0 / 31310%
MCP tasks0 / 31310%
Model fallback visibility and control0 / 31310%
Model selection0 / 31310%
Model training and improvement controls0 / 31310%
Nested AGENTS.md instructions0 / 31310%
Nested subagents0 / 31310%
Output token limit0 / 31310%
Per-subagent model selection0 / 31310%
Plan and pricing disclosure0 / 31310%
Plugin vendor extensions0 / 31310%
Product-native rules0 / 31310%
Project-scoped Agent Skills0 / 31310%
Prompt and context cache reuse0 / 31310%
Prompt cache controls0 / 31310%
Prompt cache telemetry0 / 31310%
Rate limit and quota disclosure0 / 31310%
Reasoning effort controls0 / 31310%
Resumable runs0 / 31310%
Role-based collaboration access0 / 31310%
Run timeout and duration limits0 / 31310%
Run, approval, and failure notifications0 / 31310%
Secrets management and redaction0 / 31310%
Shared projects and team context0 / 31310%
Structured subagent result handoff0 / 31310%
Subagent approval and permission boundaries0 / 31310%
Subagent context isolation and inheritance0 / 31310%
Subagent lifecycle controls0 / 31310%
Subagent MCP access0 / 31310%
Subagent write access0 / 31310%
Usage and cost metering0 / 31310%
User-scoped Agent Skills0 / 31310%
Video preprocessing disclosure0 / 31310%
WebMCP execution cancellation0 / 31310%
WebMCP permissions policy0 / 31310%
WebMCP security annotations0 / 31310%
Agent Plugins packaged MCP1 / 31303%
Agent Plugins packaged skills1 / 31303%
Agent Plugins portable manifest1 / 31303%
Code execution1 / 31303%
Custom instructions1 / 31303%
Long-term memory1 / 31303%
MCP client role1 / 31303%
MCP legacy HTTP and SSE1 / 31303%
MCP stdio transport1 / 31303%
MCP Streamable HTTP1 / 31303%
Native plugin system1 / 31303%
Plugin marketplace and installation1 / 31303%
Scheduled runs1 / 31303%
Screenshots1 / 31303%
Streaming output1 / 31303%
WebMCP declarative form tools1 / 31303%
WebMCP imperative tools1 / 31303%
WebMCP tool discovery1 / 31303%
WebMCP tool execution1 / 31303%
Audio file upload and understanding2 / 31296%
Background agents2 / 31296%
Browser automation2 / 31296%
Connectors2 / 31296%
Human approval2 / 31296%
Image upload and paste2 / 31296%
PDF documents2 / 31296%
Subagent delegation2 / 31296%
Text and office document input2 / 31296%
Video upload and understanding2 / 31296%
MCP Apps4 / 312713%
Computer use5 / 312616%
Terminal commands7 / 312423%
Workspace files8 / 312326%
Agent Skills core and discovery9 / 312229%
MCP tools10 / 312132%
Product columnTypeSourcedUnknownCoverage
Grok BotDesktop25 / 1118623%
OpenWork DesktopDesktop14 / 1119713%
Copilot ChatDesktop6 / 1111055%
GrokWeb6 / 1111055%
CursorDesktop5 / 1111065%
ChatGPTWeb4 / 1111074%
Chrome WebMCP origin trialDesktop4 / 1111074%
Claude CLICLI4 / 1111074%
Codex CLICLI4 / 1111074%
Gemini CLICLI4 / 1111074%
ClaudeWeb3 / 1111083%
ClaudeDesktop3 / 1111083%
AiderCLI0 / 1111110%
AmpCLI0 / 1111110%
ChatGPTDesktop0 / 1111110%
ChatGPT CLICLI0 / 1111110%
ClineDesktop0 / 1111110%
ContinueDesktop0 / 1111110%
CopilotWeb0 / 1111110%
Copilot CLICLI0 / 1111110%
DevinWeb0 / 1111110%
GeminiWeb0 / 1111110%
GooseCLI0 / 1111110%
JetBrains AIDesktop0 / 1111110%
Le ChatWeb0 / 1111110%
OpenCodeCLI0 / 1111110%
PerplexityWeb0 / 1111110%
Replit AgentWeb0 / 1111110%
WarpDesktop0 / 1111110%
WindsurfDesktop0 / 1111110%
Zed AgentDesktop0 / 1111110%