CCollation MCP ServerCollation.AIPending VerificationGet notified →Community connector · Data & Analytics · Primary: Wealth & Portfolio Tracking Dashboards · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics15 toolsWealth & Portfolio Tracking DashboardsPending VerificationGet notified →
DDecubePending VerificationGet notified →Community connector · Data & Analytics · Primary: Data Catalog, Governance & Observability · 33 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics33 toolsData Catalog, Governance & ObservabilityPending VerificationGet notified →
NNormhyra.aiHyran.aiPending VerificationGet notified →Community connector · Data & Analytics · Primary: Property Valuation & Appraisal · 5 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics5 toolsProperty Valuation & AppraisalPending VerificationGet notified →
RRED Atlas APIRED AtlasPending VerificationGet notified →Community connector · Data & Analytics · Primary: Commercial Real Estate Data · 16 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics16 toolsCommercial Real Estate DataPending VerificationGet notified →
RRemesh8/100Verified connector · Data & Analytics · Primary: Audience & Market Research · 52 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics52 toolsAudience & Market Research8/100
TTracePending VerificationGet notified →Community connector · Data & Analytics · Primary: Market & Competitive Intelligence Data · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics15 toolsMarket & Competitive Intelligence DataPending VerificationGet notified →
AADITUS EvoADITUS30/100Verified connector · Data & Analytics · Primary: Event Organizer & Box-Office Tools · 255 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics255 toolsEvent Organizer & Box-Office Tools30/100
EEpicureKAIKAKU.AIPending VerificationGet notified →Community connector · Data & Analytics · Primary: Recipe & Cooking Assistants · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics13 toolsRecipe & Cooking AssistantsPending VerificationGet notified →
FFinseoPending VerificationGet notified →Community connector · Data & Analytics · Primary: AI Search & LLM Visibility (AEO/GEO) · 8 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics8 toolsAI Search & LLM Visibility (AEO/GEO)Pending VerificationGet notified →
GGeckoboardPending VerificationGet notified →Community connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics9 toolsSelf-Serve BI & Conversational AnalyticsPending VerificationGet notified →
Ssmarts.bioSmarts.bioPending VerificationGet notified →Community connector · Data & Analytics · Primary: Scientific & Biomedical Research Data · 13 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics13 toolsScientific & Biomedical Research DataPending VerificationGet notified →
BBloom Profit AnalyticsBloom AnalyticsPending VerificationGet notified →Community connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 4 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics4 toolsSelf-Serve BI & Conversational AnalyticsPending VerificationGet notified →
DDataslayer mcpDataslayerPending VerificationGet notified →Community connector · Data & Analytics · Primary: Marketing & Commerce Data Integration · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics9 toolsMarketing & Commerce Data IntegrationPending VerificationGet notified →
DDreamdataPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 24 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics24 toolsAd Campaign Analytics & ReportingPending VerificationGet notified →
UUpbuildUptimalPending VerificationGet notified →Community connector · Data & Analytics · Primary: Ad Campaign Analytics & Reporting · 55 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics55 toolsAd Campaign Analytics & ReportingPending 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.