Mmcp.webdock.ioWebdockPending VerificationGet notified →Community connector · Developer Tools · Primary: Cloud Infrastructure Management · 96 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools96 toolsCloud Infrastructure ManagementPending VerificationGet notified →
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QQA WolfPending VerificationGet notified →Community connector · Developer Tools · Primary: Test Automation & QA · 49 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools49 toolsTest Automation & QAPending VerificationGet notified →
CCapawesomePending VerificationGet notified →Community connector · Developer Tools · Primary: Vendor API & SDK Integration Connectors · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools3 toolsVendor API & SDK Integration ConnectorsPending VerificationGet notified →
CCoproductPending VerificationGet notified →Community connector · Developer Tools · Primary: CI/CD & Internal Developer Platforms · 30 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools30 toolsCI/CD & Internal Developer PlatformsPending VerificationGet notified →
GGoodBarberPending VerificationGet notified →Community connector · Developer Tools · Primary: AI App & Website Builders · 120 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools120 toolsAI App & Website BuildersPending VerificationGet notified →
SSoracom QuerySORACOMPending VerificationGet notified →Community connector · Developer Tools · Primary: Cloud Data Warehouses & Query Engines · 5 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools5 toolsCloud Data Warehouses & Query EnginesPending VerificationGet notified →
WWPVibe for WordPressWPVibePending VerificationGet notified →Community connector · Developer Tools · Primary: CMS & Website Content Management · 37 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools37 toolsCMS & Website Content ManagementPending VerificationGet notified →
UUpfling.hostUpflingPending VerificationGet notified →Community connector · Developer Tools · Primary: App Hosting & Deployment Platforms · 15 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools15 toolsApp Hosting & Deployment PlatformsPending VerificationGet notified →
BBeaamPending VerificationGet notified →Community connector · Developer Tools · Primary: Observability, Monitoring & Incident Response · 81 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools81 toolsObservability, Monitoring & Incident ResponsePending VerificationGet notified →
HHuxlyPending VerificationGet notified →Community connector · Developer Tools · Primary: AI App & Website Builders · 33 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Developer Tools33 toolsAI App & Website BuildersPending VerificationGet notified →
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The directory over time
Directory growth. Every platform, every day.
Follow the number of tracked Plugins and Connectors across platforms.
Directory trend
Directory growth over time
Cumulative tracked connectors and apps per platform.
ChatGPTClaudeGrokMuse
Discoverability Score
Which products do ChatGPT and Claude recommend?
Every Plugin and Connector we score, and the ones each platform suggests on its own. Updated daily.
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.