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The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,897measured
6,296proven reliable
Moonshot Lab (demo) Reliable (measured) · 100% over 4 checks

Agent car inventory index. Synthetic demo data, not real inventory, not an offer.

MCP endpoint : https://moonshotlab1.com/mcp · website · measurements and details
JPFreeSoft Catalog Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

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
PackIndex Flaky · 91% over 11 checks Fails real tasks · 0/10

Packaging material prices, quote checks, contract price adjustments, pack costing and supplier RFQs.

MCP endpoint : https://opnplatform.com/api/mcp · website · measurements and details
B4 Index Flaky · 86% over 7 checks Does the job (tested) · 5/5

Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.

MCP endpoint : https://b4-index.vercel.app/mcp · website · measurements and details
CatalogEngine Being measured · 0% over 1 checks

E-commerce inventory and catalog data structuring tool.

MCP endpoint : https://catalog-engine-mcp.vercel.app/api/mcp · measurements and details
Shortlist Price Index Reliable (measured) · 100% over 41 checks

Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0

MCP endpoint : https://shortlist-mcp.vercel.app/mcp · website · measurements and details
Mango Inventory Being measured · 0% over 2 checks

Track tools, equipment and assets: inventory and asset management, assign, report, set up by chat.

MCP endpoint : https://mcp.mangoinventory.com/mcp · website · measurements and details
pinecone Not measured yet

Create and manage vector database indexes, backups, and collections

Package pypi : mcparmory-pinecone · website · measurements and details
inventory-management-ai-mcp Not measured yet

Inventory Management Ai MCP Server by MEOK AI Labs

Package pypi : inventory-management-ai-mcp · website · measurements and details
PopUp Organizer Not measured yet

Read-only MCP server for PopUp — search vendors, manage events, and track applications.

Package npm : @popupspacesystems/mcp-server · website · measurements and details
General Index Private (key required)

Commodity price indices, forward curves and catalog search. Requires a General Index account.

MCP endpoint : https://mcp.g-x.co/mcp · website · measurements and details
Organize with AI Private (key required)

Search photos/videos; manage collections, people and duplicates. Requires paid OwAI Cloud Access.

MCP endpoint : https://index.organizewith.ai/mcp · website · measurements and details
AquaMania — locker room & pool furniture Flaky · 90% over 10 checks

Catalog, quotes, 44-FZ price justification and tender packages for locker-room furniture (RU)

MCP endpoint : https://aqmania.com/api/mcp · website · measurements and details
The Cost of Work Index Not measured yet

Cost of 13 back-office tasks per unit: person vs software, US, Greece, Ukraine. Sources cited.

Package npm : nika-cost-of-work-mcp · website · measurements and details
All4Clinic Flaky · 96% over 28 checks Does the job (tested) · 27/27

Help guides, plans and demo booking for All4Clinic, the clinic management software used in Brazil

MCP endpoint : https://api.all4clinic.com.br/mcp · website · measurements and details
repology-mcp Not measured yet

Repology: package versions across many software repositories.

Package npm : repology-mcp · website · measurements and details
Vector Panda Private (key required)

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

MCP endpoint : https://www.vectorpanda.com/api/mcp · website · measurements and details
AI Inventory Network Being measured · 0% over 2 checks

Supplier intake and hidden-inventory matching for travel/resort/property offers.

MCP endpoint : https://checkmycontractorquote.com/contractorquote-mcp/mcp/ai_inventory_network · website · measurements and details
OrbiAds — Google Ad Manager Private (key required)

Automate Google Ad Manager: campaigns, line items, creatives, inventory, reporting — 51 tools.

MCP endpoint : https://orbiads.com/mcp · website · measurements and details
Gkmex Crane Inventory Being measured · 50% over 2 checks Real task being tested · 1/1

Public, zero-auth, read-only access to Gkmex used-crane inventory.

MCP endpoint : https://gkmex.com/mcp · website · 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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