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

21,411measured

6,530proven reliable

DataFinder MCP Not measured yet

DataFinder analytics with 52 tools, metric dictionaries, persistent jobs and confirmed changes.

Package npm : @cyuanxv/datafinder-mcp · 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

MCP Registry Search: Find, Discover & Install MCP Servers & Tools | Directory, Catalog, Marketplace Flaky · 80% over 5 checks Does the job (tested) · 4/4

MCP registry & directory: search, find & install 31k+ MCP servers & tools. Catalog and marketplace.

MCP endpoint : https://ai.mcpharbor.dev/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

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

JPFreeSoft Catalog Reliable (measured) · 100% over 25 checks Does the job (tested) · 25/25

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

mcp Being measured · 0% over 1 checks

WAXED vinyl marketplace: record/catalog search, price history, and dealer store management.

MCP endpoint : https://mcp.waxed.market · measurements and details

versedb-mcp Private (key required)

Comic book database — search comics, creators, characters, and manage your collection.

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

AirShelf Catalog Reliable (measured) · 100% over 52 checks Does the job (tested) · 51/51

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

MCP endpoint : https://mcp.airshelf.ai/mcp · measurements and details

Inventory Planner MCP by usefulapi Flaky · 96% over 28 checks

Read Inventory Planner forecasts, replenishment and purchase orders; create draft purchase orders.

MCP endpoint : https://inventory-planner.usefulapi.io/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

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

CarScout Reliable (measured) · 100% over 51 checks

Search used car inventory, check NHTSA recalls, decode VINs, and manage automated search scouts.

MCP endpoint : https://mcp.usecarscout.com/mcp · website · measurements and details

Finale Inventory MCP by usefulapi Flaky · 96% over 28 checks

Read Finale Inventory products, stock, orders and shipments; create draft purchase orders.

MCP endpoint : https://finale-inventory.usefulapi.io/mcp · website · measurements and details

Nursing Home Database Being measured · 0% over 2 checks

MCP server for US nursing facility search and ownership lookup (NursingHomeDatabase).

MCP endpoint : https://mcp.nursinghomedatabase.com/mcp · website · measurements and details

Componecat Private (key required)

Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.

MCP endpoint : https://app.componecat.ai/api/mcp · website · measurements and details

tgden — Telegram catalog & search Reliable (measured) · 100% over 50 checks

Search 1.2M+ Telegram channels, 245k+ chats, 160k+ bots — no account, no key, no install.

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

CarChat Inventory Being measured · 50% over 2 checks Real task being tested · 1/1

Search live US dealership inventory, get market prices, and send buyer inquiries. Free, no API key.

MCP endpoint : https://carchat.io/mcp · website · measurements and details

Wikipedia Reliable (measured) · 100% over 95 checks Does the job (tested) · 93/93

Wikipedia page summary and full Wikipedia article about any subject, Wikipedia search, every language.

MCP endpoint : https://faceabot.com/tools-mcp/wikipedia · 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

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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