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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

47,279real tools
31,340callable over HTTPS
21,224measured
6,974proven reliable
Catalog-cache guard for agent tool catalogs Reliable (measured) · 100% over 6 checks

Cache guard: forced-private partitioning, TTL clamp, fingerprint diffing, exposure verdicts.

MCP endpoint : https://textforagents.com/products/catalog-cache-guard/mcp · website · measurements and details
Agent Facing Catalog Reliable (measured) · 100% over 14 checks

Machine catalog for products that want agent clients: surfaces, hops, discovery paths.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-facing-catalog/mcp · website · measurements and details
Tool catalog size Reliable (measured) · 100% over 13 checks

Tool catalog size

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/catalog-tools/mcp · website · measurements and details
Execute catalog-engine-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for catalog-engine-mcp.

MCP endpoint : https://api.m2mcent.com/catalog-engine-mcp/sse · measurements and details
AirShelf Catalog Reliable (measured) · 100% over 51 checks Does the job (tested) · 50/50

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

MCP endpoint : https://mcp.airshelf.ai/mcp · measurements and details
mcp-catalog Being measured · 50% over 2 checks

Search MCP servers in the public mcp-catalog.ru directory.

MCP endpoint : https://mcp-catalog.ru/mcp · website · measurements and details
Filtrous MCP Catalog Server Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search Filtrous lab-filtration products by spec, get prices, and request quotes from your AI agent.

MCP endpoint : https://filtrous-mcp-catalog.filtrous.workers.dev/mcp · website · measurements and details
Merchant Catalog Acceptance Reliable (measured) · 100% over 50 checks

Deterministic acceptance report for a supplied product catalog: validates price/currency/availabi...

MCP endpoint : https://mcp-factory.bowling-anthony.workers.dev/merchant-catalog-acceptance/mcp · website · measurements and details
The Network Catalog (webGCP) Flaky · 80% over 5 checks Does the job (tested) · 4/4

Semantic search over The Network catalog (skills, agencies, roles) with signed webGCP provenance.

MCP endpoint : https://catalog.myparallel.dev/mcp · website · measurements and details
Gwas Catalog Being measured · 0% over 1 checks

GWAS Catalog (EBI/NHGRI) MCP — curated catalog of genome-wide association studies.

MCP endpoint : https://gateway.pipeworx.io/gwas-catalog/mcp · website · measurements and details
audioknihy.cz Catalog Flaky · 89% over 9 checks Fails real tasks · 0/8

Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices across 5 partners.

MCP endpoint : https://audioknihy.cz/api/mcp · website · measurements and details
Catalog Attribute Normalizer Flaky · 80% over 5 checks

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

MCP endpoint : https://catalog-normalizer.acjlabs.com/mcp · website · measurements and details
SKUit Network & Security Catalog Reliable (measured) · 100% over 51 checks

AI helper for choosing and speccing network & security products from Cisco, Arista, Juniper and more

MCP endpoint : https://mcp.skuit.ai/api/mcp/catalog · website · measurements and details
MewToys Catalog and Buyer Knowledge Reliable (measured) · 100% over 11 checks

Cat toy manufacturing catalog, capabilities and buyer guidance.

MCP endpoint : https://mewtoys.com/mcp · website · measurements and details
Store Catalog Flaky · 92% over 12 checks

Shopify and WooCommerce product catalogs for agents: list, search, full product with barcodes.

MCP endpoint : https://storecatalog.agenttoolworks.com/mcp · website · measurements and details
JPFreeSoft Catalog Reliable (measured) · 100% over 24 checks Does the job (tested) · 24/24

Search Japanese software and AI tools; read recorded facts with source links. Read-only.

MCP endpoint : https://jpfreesoft.com/api/mcp/ · website · measurements and details
SkillDB Catalog Flaky · 80% over 5 checks Does the job (tested) · 4/4

Find AI agent skills: public previews and source links. Read-only discovery; no account required.

MCP endpoint : https://skilldb.dev/api/mcp/catalog · website · measurements and details
Zavod Stanki CNC Catalog Reliable (measured) · 100% over 10 checks Does the job (tested) · 10/10

Official MCP for Kamensky CNC Plant (Twite): machines, prices, Birzha orders, FAQ, leads.

MCP endpoint : https://zavod-stanki.ru/mcp · website · measurements and details
AI Catalog by Crescendo Lab Reliable (measured) · 100% over 48 checks Does the job (tested) · 48/48

Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.

MCP endpoint : https://catalog.cresclab.com/api/mcp/ · website · measurements and details
LVL Up Auto — Dealership Vendor Catalog Private (key required)

Independent auto dealership vendor catalog: scores, comparisons, benchmarks, AI-capability filters.

MCP endpoint : https://lvlupauto.com/api/mcp · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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