FFeedbackThreadPending VerificationGet notified →Community connector · Developer Tools · Primary: Customer Feedback & Research Platforms · 40 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools40 toolsCustomer Feedback & Research PlatformsPending VerificationGet notified →
FForkPending VerificationGet notified →Community connector · Developer Tools · Primary: AI App & Website Builders · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools13 toolsAI App & Website BuildersPending VerificationGet notified →
HHORIZON SHIELD Construction Cost DataHORIZON SHIELDPending VerificationGet notified →Community connector · Developer Tools · Primary: Sector, Macro & Alternative Data Intelligence · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools15 toolsSector, Macro & Alternative Data IntelligencePending VerificationGet notified →
HHokmah Code ImpactCatalyst AI ResearchPending VerificationGet notified →Community connector · Developer Tools · Primary: Code Repositories & Code Search · 2 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools2 toolsCode Repositories & Code SearchPending VerificationGet notified →
NNodeSpecPending VerificationGet notified →Community connector · Developer Tools · Primary: AI Product Spec & Build Planning · 43 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools43 toolsAI Product Spec & Build PlanningPending VerificationGet notified →
PPethostPending VerificationGet notified →Community connector · Developer Tools · Primary: App Hosting & Deployment Platforms · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools13 toolsApp Hosting & Deployment PlatformsPending VerificationGet notified →
SSheetRelayPending VerificationGet notified →Community connector · Developer Tools · Primary: Databases & Backend Data Stores · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools13 toolsDatabases & Backend Data StoresPending VerificationGet notified →
SSupadataPending VerificationGet notified →Community connector · Developer Tools · Primary: Video & Media Data Understanding · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools9 toolsVideo & Media Data UnderstandingPending VerificationGet notified →
TTestmode AITestmodePending VerificationGet notified →Community connector · Developer Tools · Primary: Test Automation & QA · 6 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools6 toolsTest Automation & QAPending VerificationGet notified →
VValueDomainMCPValue DomainPending VerificationGet notified →Community connector · Developer Tools · Primary: MCP Hosting & Deployment Platforms · 44 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools44 toolsMCP Hosting & Deployment PlatformsPending VerificationGet notified →
WWebsharePending VerificationGet notified →Community connector · Developer Tools · Primary: Cloud Infrastructure Management · 42 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools42 toolsCloud Infrastructure ManagementPending VerificationGet notified →
Pprotogrid.devprotogridPending VerificationGet notified →Community connector · Developer Tools · Primary: MCP & Connector Hubs / AI App Marketplaces · 5 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools5 toolsMCP & Connector Hubs / AI App MarketplacesPending VerificationGet notified →
TturbopressPending VerificationGet notified →Community connector · Developer Tools · Primary: App Hosting & Deployment Platforms · 93 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools93 toolsApp Hosting & Deployment PlatformsPending VerificationGet notified →
FFluenticonsPending VerificationGet notified →Community connector · Developer Tools · Primary: UI Component Libraries & Design Systems · 5 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools5 toolsUI Component Libraries & Design SystemsPending VerificationGet notified →
HHydrafetchPending VerificationGet notified →Community connector · Developer Tools · Primary: Web Search, Crawling & Extraction for Agents · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools13 toolsWeb Search, Crawling & Extraction for AgentsPending VerificationGet notified →
LLogMeIn ResolvePending VerificationGet notified →Community connector · Developer Tools · Primary: Cloud Infrastructure Management · 77 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools77 toolsCloud Infrastructure ManagementPending VerificationGet notified →
OOffline ProtocolPending VerificationGet notified →Community connector · Developer Tools · Primary: Vendor API & SDK Integration Connectors · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools15 toolsVendor API & SDK Integration ConnectorsPending VerificationGet notified →
TTurboStackPending VerificationGet notified →Community connector · Developer Tools · Primary: Cloud Infrastructure Management · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools9 toolsCloud Infrastructure ManagementPending VerificationGet notified →
VVibeRaven GuidesVibeRavenPending VerificationGet notified →Community connector · Developer Tools · Primary: Developer Docs & Reference Search · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools3 toolsDeveloper Docs & Reference SearchPending VerificationGet notified →
The directory over time
Directory growth. Every platform, every day.
Follow the number of tracked Plugins and Connectors across platforms.
Directory trend
Directory growth over time
Cumulative tracked connectors and apps per platform.
ChatGPTClaudeGrokMuse
Discoverability Score
Which products do ChatGPT and Claude recommend?
Every Plugin and Connector we score, and the ones each platform suggests on its own. Updated daily.
The top companies ChatGPT and Claude find and pick first, category by category. Scroll through, or open one for the full leaderboard, score trends and keywords.
The MCP Directory tracks ChatGPT, Claude, Grok and Muse. Searchable profiles and daily trends cover ChatGPT Plugins, Claude Connectors, Grok Connectors and Muse Connectors.
How often is the Ecosystem Tracker updated?
Counts, searchable profiles and charts refresh daily for every platform.
What counts as a Plugin or connector?
A listing is a public, agent-facing capability visible in a supported host directory. ChatGPT listings are described as Plugins; Claude, Grok and Muse listings as Connectors.
How are categories organized?
The main tracker shows every top-level category family in the public registry rollup. Category pages then expose the benchmark subcategories and competitive profiles within each family.
What does the discoverability score mean?
The public score summarizes the publishable benchmark results available for a profile. It is shown only when a complete benchmark result exists and is never inferred from directory position.
Why do some Plugins show '-' for discoverability?
A Plugin can be visible in a directory before its Primary Category has been scored. The dash means no publishable score is ready; it is not a zero.
Why might a Plugin or logo be missing?
The tracker reflects the latest public snapshot and the assets published with each listing. New or changed listings can appear before every descriptive field or logo is available upstream.
Can I receive Ecosystem Tracker updates?
Yes. Use the newsletter signup below to receive registry additions, category changes, and market insights as the public data refreshes.
Your discoverability
See where agents find you, and where competitors win instead.
Check your public profile, understand the gaps in your score and turn the next agent decision into your advantage.