KKarumiKarumi AIPending VerificationGet notified →Community connector · AI · Primary: Sales Enablement & Content · 38 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI38 toolsSales Enablement & ContentPending VerificationGet notified →
PPathmodeComing soonGet notified →Verified connector · AI · Primary: AI Product Spec & Build Planning · 22 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.AI22 toolsAI Product Spec & Build PlanningComing soonGet notified →
CCRE Agents (Vic)CRE AgentsPending VerificationGet notified →Community connector · AI · Primary: Real Estate Investment & Deal Analytics · 10 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI10 toolsReal Estate Investment & Deal AnalyticsPending VerificationGet notified →
RRevisePending VerificationGet notified →Community connector · AI · Primary: Collaborative Docs & Workspaces · 18 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI18 toolsCollaborative Docs & WorkspacesPending VerificationGet notified →
TTinyFish33/100Verified connector · AI · Primary: Web Search, Crawling & Extraction for Agents · 23 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.AI23 toolsWeb Search, Crawling & Extraction for Agents33/100
UUnstructured FoundationUnstructuredPending VerificationGet notified →Community connector · AI · Primary: Enterprise Knowledge Search & AI Context Layer · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI9 toolsEnterprise Knowledge Search & AI Context LayerPending VerificationGet notified →
WWaniwaniPending VerificationGet notified →Community connector · AI · Primary: AI Search & LLM Visibility (AEO/GEO) · 4 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI4 toolsAI Search & LLM Visibility (AEO/GEO)Pending VerificationGet notified →
AAivaPending VerificationGet notified →Community connector · AI · Primary: AI Workflow Automation & iPaaS Platforms · 35 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI35 toolsAI Workflow Automation & iPaaS PlatformsPending VerificationGet notified →
RRefine.inkRefinePending VerificationGet notified →Community connector · AI · Primary: Academic Writing & Citation Tools · 35 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI35 toolsAcademic Writing & Citation ToolsPending VerificationGet notified →
EEDEN by Basecamp ResearchBasecamp Research0/100Verified connector · AI · Primary: Biomedical & Pharma Research Intelligence · 6 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.AI6 toolsBiomedical & Pharma Research Intelligence0/100
PPega BlueprintPegasystemsPending VerificationGet notified →Community connector · AI · Primary: AI Product Spec & Build Planning · 1 toolCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI1 toolAI Product Spec & Build PlanningPending VerificationGet notified →
SSharable LinkBotsCrewPending VerificationGet notified →Community connector · AI · Primary: AI Page Hosting & Sharing · 4 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI4 toolsAI Page Hosting & SharingPending VerificationGet notified →
MMCP MemoryMnemoverseComing soonGet notified →Verified connector · AI · Primary: Personal AI Memory & Second Brain · 12 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.AI12 toolsPersonal AI Memory & Second BrainComing soonGet notified →
PPOMA GrillPOMA AIPending VerificationGet notified →Community connector · AI · Primary: Enterprise Knowledge Search & AI Context Layer · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI9 toolsEnterprise Knowledge Search & AI Context LayerPending 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.