OOpenReplayComing soonGet notified →Verified connector · Data & Analytics · 0 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics0 toolsPendingComing soonGet notified →
FFlourish0/100Verified connector · Data & Analytics · Primary: Self-Serve BI & Conversational Analytics · 10 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics10 toolsSelf-Serve BI & Conversational Analytics0/100
MMazePending VerificationGet notified →Community connector · Data & Analytics · Primary: Customer Feedback & Research Platforms · 9 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics9 toolsCustomer Feedback & Research PlatformsPending VerificationGet notified →
PPopHIVE0/100Verified connector · Data & Analytics · Primary: Scientific & Biomedical Research Data · 7 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics7 toolsScientific & Biomedical Research Data0/100
SS&P Global - Adaptive RetrievalS&P Global0/100Verified connector · Data & Analytics · Primary: Institutional Financial Data & Equity Research Platforms · 0 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics0 toolsInstitutional Financial Data & Equity Research Platforms0/100
AatlanAtlanPending VerificationGet notified →Community connector · Data & Analytics · Primary: Data Catalog, Governance & Observability · 32 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics32 toolsData Catalog, Governance & ObservabilityPending VerificationGet notified →
CCookiedeal MCPCookiedealPending VerificationGet notified →Community connector · Data & Analytics · Primary: Market & Competitive Intelligence Data · 30 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics30 toolsMarket & Competitive Intelligence DataPending VerificationGet notified →
IIntelasPending VerificationGet notified →Community connector · Data & Analytics · Primary: Real Estate Investment & Deal Analytics · 12 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics12 toolsReal Estate Investment & Deal AnalyticsPending VerificationGet notified →
TThe Big Whale MCPThe Big WhalePending VerificationGet notified →Community connector · Data & Analytics · Primary: Institutional Financial Data & Equity Research Platforms · 10 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics10 toolsInstitutional Financial Data & Equity Research PlatformsPending VerificationGet notified →
Aaugust0/100Verified connector · Data & Analytics · Primary: Customer Feedback & Research Platforms · 32 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics32 toolsCustomer Feedback & Research Platforms0/100
IIQLand (Official)IQLandPending VerificationGet notified →Community connector · Data & Analytics · Primary: Real Estate Investment & Deal Analytics · 16 toolsCommunity connectorCommunity connectors cannot currently be organically discovered in Claude. They become eligible for organic discovery when Claude verifies them.Data & Analytics16 toolsReal Estate Investment & Deal AnalyticsPending VerificationGet notified →
BBaremetricsComing soonGet notified →Verified connector · Data & Analytics · Primary: Financial Planning & FP&A Analytics · 17 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics17 toolsFinancial Planning & FP&A AnalyticsComing soonGet notified →
DDocling MCPDoclingComing soonGet notified →Verified connector · Data & Analytics · Primary: Document Scanning & OCR · 0 toolsVerified connectorVerified connectors are published by Anthropic or an approved partner and are eligible for organic discovery in Claude.Data & Analytics0 toolsDocument Scanning & OCRComing soonGet 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.