CComms by OsisOsis AIPending VerificationGet notified →Community connector · AI · Primary: AI Chat & Messaging Agents · 8 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI8 toolsAI Chat & Messaging AgentsPending VerificationGet notified →
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Aapp.reright.itrerightPending VerificationGet notified →Community connector · AI · Primary: AI Chat & Messaging Agents · 2 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI2 toolsAI Chat & Messaging AgentsPending VerificationGet notified →
CcopadrePending VerificationGet notified →Community connector · AI · Primary: AI Agent Builders & Deployment Platforms · 21 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI21 toolsAI Agent Builders & Deployment PlatformsPending VerificationGet notified →
DDocsBotPending VerificationGet notified →Community connector · AI · Primary: AI Chat & Messaging Agents · 112 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI112 toolsAI Chat & Messaging AgentsPending VerificationGet notified →
HHayesPending VerificationGet notified →Community connector · AI · Primary: AI Product Spec & Build Planning · 8 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI8 toolsAI Product Spec & Build PlanningPending VerificationGet notified →
KKBrainPending VerificationGet notified →Community connector · AI · Primary: Enterprise Knowledge Search & AI Context Layer · 23 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI23 toolsEnterprise Knowledge Search & AI Context LayerPending VerificationGet notified →
KKowalahPending VerificationGet notified →Community connector · AI · Primary: AI Strategy & Business Advisory Assistants · 20 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI20 toolsAI Strategy & Business Advisory AssistantsPending VerificationGet notified →
MMCP & Skills FinderClaude MarketPending VerificationGet notified →Community connector · AI · Primary: AI Project Directories & Agent Benchmarks · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI3 toolsAI Project Directories & Agent BenchmarksPending VerificationGet notified →
MMyrmigoPending VerificationGet notified →Community connector · AI · Primary: AI Trip Planners & Itinerary Builders · 3 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI3 toolsAI Trip Planners & Itinerary BuildersPending VerificationGet notified →
PPickaxePending VerificationGet notified →Community connector · AI · Primary: AI Agent Builders & Deployment Platforms · 82 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.AI82 toolsAI Agent Builders & Deployment PlatformsPending 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.