NNormalic AssistantNormalicPending VerificationGet notified →Community connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 1 toolCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics1 toolSelf-Serve BI & Conversational AnalyticsPending VerificationGet notified →
NNovataPending VerificationGet notified →Community connector · Data & Analytics · Primary: Sector, Macro & Alternative Data Intelligence · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics9 toolsSector, Macro & Alternative Data IntelligencePending VerificationGet notified →
SStatsheetPending VerificationGet notified →Community connector · Data & Analytics · Primary: Brand Monitoring & Social Listening · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsBrand Monitoring & Social ListeningPending VerificationGet notified →
AAdzviser Amazon DSPAdzviserPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsAd Campaign Analytics & ReportingPending VerificationGet notified →
AAdzviser Amazon Vendor CentralAdzviserPending VerificationGet notified →Community connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsSelf-Serve BI & Conversational AnalyticsPending VerificationGet notified →
AAdzviser CriteoAdzviserPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsAd Campaign Analytics & ReportingPending VerificationGet notified →
AAdzviser InstacartAdzviserPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsAd Campaign Analytics & ReportingPending VerificationGet notified →
AAdzviser Vibe.coAdzviserPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsAd Campaign Analytics & ReportingPending VerificationGet notified →
EExplorationMapsExploration MapsPending VerificationGet notified →Community connector · Data & Analytics · Primary: Geospatial & Spatial Analytics Data · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics3 toolsGeospatial & Spatial Analytics DataPending VerificationGet notified →
IIteratePending VerificationGet notified →Community connector · Data & Analytics · Primary: Customer Feedback & Research Platforms · 5 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics5 toolsCustomer Feedback & Research PlatformsPending VerificationGet notified →
MMicroburbsPending VerificationGet notified →Community connector · Data & Analytics · Primary: Real Estate Investment & Deal Analytics · 173 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics173 toolsReal Estate Investment & Deal AnalyticsPending VerificationGet notified →
OOpenAlexPending VerificationGet notified →Community connector · Data & Analytics · Primary: Academic Literature & Citation Search · 14 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics14 toolsAcademic Literature & Citation SearchPending VerificationGet notified →
OOutward IntelligencePending VerificationGet notified →Community connector · Data & Analytics · Primary: Audience & Market Research · 14 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics14 toolsAudience & Market ResearchPending VerificationGet notified →
Mmcp.fintechstudios.comFinTech StudiosPending VerificationGet notified →Community connector · Data & Analytics · Primary: Institutional Financial Data & Equity Research Platforms · 17 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics17 toolsInstitutional Financial Data & Equity Research PlatformsPending VerificationGet notified →
JJsonifyPending VerificationGet notified →Community connector · Data & Analytics · Primary: Web Search, Crawling & Extraction for Agents · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics15 toolsWeb Search, Crawling & Extraction for AgentsPending VerificationGet notified →
LLimonenePending VerificationGet notified →Community connector · Data & Analytics · Primary: Ecommerce Operations Platforms · 6 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics6 toolsEcommerce Operations PlatformsPending VerificationGet notified →
SStack LookupVeridionPending VerificationGet notified →Community connector · Data & Analytics · Primary: Market & Competitive Intelligence Data · 8 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics8 toolsMarket & Competitive Intelligence DataPending VerificationGet notified →
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.