CChartMogul4/100Verified connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 76 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics76 toolsSelf-Serve BI & Conversational Analytics4/100
FFedMCPCanadaGPTPending VerificationGet notified →Community connector · Data & Analytics · Primary: Legal Research Engines · 94 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics94 toolsLegal Research EnginesPending VerificationGet notified →
LLatchBio0/100Verified connector · Data & Analytics · Primary: Scientific & Biomedical Research Data · 9 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics9 toolsScientific & Biomedical Research Data0/100
LListen Labs8/100Verified connector · Data & Analytics · Primary: Audience & Market Research · 5 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics5 toolsAudience & Market Research8/100
PPulse MCPPulse AIPending VerificationGet notified →Community connector · Data & Analytics · Primary: Document & Message Field Extraction · 8 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics8 toolsDocument & Message Field ExtractionPending VerificationGet notified →
Ddbtdbt Labs39/100Verified connector · Data & Analytics · Primary: Data Catalog, Governance & Observability · 60 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics60 toolsData Catalog, Governance & Observability39/100
DDemographic and Health SurveysThe DHS Program0/100Verified connector · Data & Analytics · Primary: Open & Public Statistics Portals · 14 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics14 toolsOpen & Public Statistics Portals0/100
FFelt Maps100/100Verified connector · Data & Analytics · Primary: Geospatial & Spatial Analytics Data · 34 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics34 toolsGeospatial & Spatial Analytics Data100/100
OOrigin0/100Verified connector · Data & Analytics · Primary: Observability, Monitoring & Incident Response · 2 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics2 toolsObservability, Monitoring & Incident Response0/100
TTurquoiseTurquoise Health100/100Verified connector · Data & Analytics · Primary: Healthcare Pricing & Transparency Data · 6 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics6 toolsHealthcare Pricing & Transparency Data100/100
UUnwrap60/100Verified connector · Data & Analytics · Primary: Customer Feedback & Research Platforms · 17 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics17 toolsCustomer Feedback & Research Platforms60/100
AalphaXiv0/100Verified connector · Data & Analytics · Primary: Academic Literature & Citation Search · 6 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics6 toolsAcademic Literature & Citation Search0/100
MMicrosoft Dataverse0/100Verified connector · Data & Analytics · Primary: Databases & Backend Data Stores · 11 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics11 toolsDatabases & Backend Data Stores0/100
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
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