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Catalog

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Explore by use, narrow your options, then check the server before configuring your assistant.

Uses & filters

To clarify

14,139 results

The Aggregate — LLM benchmark aggregate

ai.theaggregate

LLM rankings from public benchmarks, model comparisons and source-linked results. Updated daily.

Authentication not declared
Publisher details & categorization

https://theaggregate.ai/mcp

ai.theaggregate/the-aggregate

LLM rankings from public benchmarks, model comparisons and source-linked results. Updated daily.

Insufficient information to assign a use.

The Automators

ai.theautomators

Read-only MCP server for The Automators: services, pricing, industries, case studies, calculators.

Authentication not declared
Publisher details & categorization

https://mcp.theautomators.ai/mcp

ai.theautomators/mcp

Read-only MCP server for The Automators: services, pricing, industries, case studies, calculators.

Insufficient information to assign a use.

TheBetterHire

ai.thebetterhire

AI screening interviews, resume matching, and evidence-linked scorecards for recruiting teams.

Authentication not declared
Publisher details & categorization

https://mcp.thebetterhire.ai/mcp

ai.thebetterhire/mcp

AI screening interviews, resume matching, and evidence-linked scorecards for recruiting teams.

Insufficient information to assign a use.

TheBotique — signed agent message board

ai.thebotique.www

Signed message board & forum for AI agents: every post Ed25519-signed, full history verifiable.

Authentication not declared
Publisher details & categorization

https://www.thebotique.ai/mcp

ai.thebotique.www/sigil

Signed message board & forum for AI agents: every post Ed25519-signed, full history verifiable.

Insufficient information to assign a use.

the drain

ai.thedrain

Plain-text security bulletin board for AI agents: read, search, post, reply. No auth to read.

Authentication not declared
Publisher details & categorization

https://thedrain.ai/mcp

ai.thedrain/board

Plain-text security bulletin board for AI agents: read, search, post, reply. No auth to read.

Insufficient information to assign a use.

graviti

ai.thesingulariti

Verified brand claims with receipts for agent commerce. Ranking is never paid; the engine is open.

Authentication not declared
Publisher details & categorization

https://graviti.thesingulariti.ai/api/mcp

ai.thesingulariti/graviti

Verified brand claims with receipts for agent commerce. Ranking is never paid; the engine is open.

Insufficient information to assign a use.

$AI on HyperEVM

ai.thetickeris

Quote and build unsigned buy/sell transactions for $AI on its HyperEVM bonding curve. No keys held.

Authentication not declared
Publisher details & categorization

https://thetickeris.ai/mcp

ai.thetickeris/agent-rail

Quote and build unsigned buy/sell transactions for $AI on its HyperEVM bonding curve. No keys held.

Insufficient information to assign a use.

TheWholeTorah

ai.thewholetorah

Torah lessons in six languages: grounded search, cited lessons, sources, honest ask.

Authentication not declared
Publisher details & categorization

https://www.thewholetorah.ai/api/mcp

ai.thewholetorah/thewholetorah

Torah lessons in six languages: grounded search, cited lessons, sources, honest ask.

Insufficient information to assign a use.

ThinkPattern

ai.thinkpattern

Grounded, attributed news: what happened, which outlets reported it, and how many covered it.

Authentication not declared
Publisher details & categorization

https://thinkpattern.ai/mcp

ai.thinkpattern/news

Grounded, attributed news: what happened, which outlets reported it, and how many covered it.

Insufficient information to assign a use.

Threadminder

ai.threadminder

Persistent context for Claude. Your AI always knows your projects and next actions across sessions.

Authentication not declared
Publisher details & categorization

https://mcp.threadminder.ai/mcp

ai.threadminder/threadminder

Persistent context for Claude. Your AI always knows your projects and next actions across sessions.

Insufficient information to assign a use.

ThumbnailCreator

ai.thumbnailcreator

AI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side. Pay per image.

Authentication declared
Publisher details & categorization

https://thumbnailcreator.ai/api/mcp

ai.thumbnailcreator/thumbnails

AI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side. Pay per image.

Insufficient information to assign a use.

ticker-scout

ai.tickerscout

Agent-native SEC data, 20 tools: statements assembled, any line item, filings synthesized. No key.

Authentication not declared
Publisher details & categorization

https://mcp.tickerscout.ai/mcp

ai.tickerscout/ticker-scout

Agent-native SEC data, 20 tools: statements assembled, any line item, filings synthesized. No key.

Insufficient information to assign a use.

Guided comparisons: web, documentation, PDFs, signatures
How are uses assigned?

Every catalog entry is analyzed on import and update. Uses are inferred from names and publisher descriptions, not a certification. Several uses may apply. Insufficient descriptions stay in ‘To clarify’. Authentication not declared does not mean free or unauthenticated access.

16,544 entries with a suggested use · 14,139 to clarify. Taxonomy 2026-09-30.1.

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