SSearch FragmentsPending VerificationGet notified →Community connector · AI · Primary: Web Search, Crawling & Extraction for Agents · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI3 toolsWeb Search, Crawling & Extraction for AgentsPending VerificationGet notified →
AAtlas LabPending VerificationGet notified →Community connector · AI · Primary: Prompt, Model & Compute Tooling · 19 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI19 toolsPrompt, Model & Compute ToolingPending VerificationGet notified →
KKnotrPending VerificationGet notified →Community connector · AI · Primary: Personal AI Memory & Second Brain · 30 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI30 toolsPersonal AI Memory & Second BrainPending VerificationGet notified →
BbitHuman docsbitHumanPending VerificationGet notified →Community connector · AI · Primary: Developer Docs & Reference Search · 2 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI2 toolsDeveloper Docs & Reference SearchPending VerificationGet notified →
NneonloopsPending VerificationGet notified →Community connector · AI · Primary: AI Agent Builders & Deployment Platforms · 156 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI156 toolsAI Agent Builders & Deployment PlatformsPending 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
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Check your public profile, understand the gaps in your score and turn the next agent decision into your advantage.