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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
21,254measured
7,015proven reliable
Pakki Packaging Brand Directory Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Search source-backed U.S. flexible packaging brand directories. Free, read-only, no API key.

MCP endpoint : https://pakki.ai/api/mcp · website · measurements and details
lighting Reliable (measured) · 100% over 10 checks

Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.

MCP endpoint : https://www.cbest.ir/lighting/api/mcp · website · measurements and details
UNITEMFG U.S. Manufacturer Directory Being measured · 0% over 1 checks

Search verified U.S. manufacturers with provenance, freshness, and live directory statistics.

MCP endpoint : https://unitemfg.com/api/agent/v1/mcp · website · measurements and details
Boolsai Directory Being measured · 0% over 2 checks

Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

MCP endpoint : https://directory.boolsai.ai/mcp · website · measurements and details
Singapore Business Directory Reliable (measured) · 100% over 50 checks

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

MCP endpoint : https://sgpdirectory.com/mcp · website · measurements and details
mcp-manufacturer-supplier-finder Not measured yet

Manufacturers, wholesalers, and distributors for a product and country, checked on their own sites.

Package npm : @mambalabsdev/mcp-manufacturer-supplier-finder · website · measurements and details
Singapore Business Directory Reliable (measured) · 100% over 50 checks

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

MCP endpoint : https://mcp.sgpdirectory.com/mcp · website · measurements and details
Mati Logistics — supplier sourcing Flaky · 86% over 7 checks Fails real tasks · 0/6

Find suppliers ranked for fit across customs records, catalogues and directories

MCP endpoint : https://mcp.matilogistics.com/api/mcp · website · measurements and details
Australian Manufacturing Directory Flaky · 86% over 7 checks

Search 118,000+ Australian manufacturers by category and state, with Business contact access.

MCP endpoint : https://mcp.ausmanufacturingdirectory.com/mcp · website · measurements and details
Laspi Business Directory Reliable (measured) · 100% over 11 checks

Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.

MCP endpoint : https://laspi.pro/api/v1/mcp/directory · website · measurements and details
Vibe Manufacturing Flaky · 83% over 6 checks Does the job (tested) · 5/5

Find manufacturers worldwide, match a part spec to suppliers, estimate cost, request quotes.

MCP endpoint : https://vibe-manufacturing.com/api/mcp · website · measurements and details
BizClaw Business Directory MCP Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Search, compare, and contact real-world companies through a public MCP business directory.

MCP endpoint : https://bizclaw.xyz/mcp · website · measurements and details
ittems product directory Flaky · 92% over 12 checks Does the job (tested) · 11/11

Merchant product catalogs for AI agents: price, availability, specs, variants, buy links. Read-only.

MCP endpoint : https://ittems.com/mcp · website · measurements and details
supplier-list Flaky · 67% over 3 checks

A supplier directory that does not rot: contacts, terms, lead times, review dates.

MCP endpoint : https://mcp.zovo.one/mcp/supplier-list · 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
Scout by Optimly Being measured · 0% over 1 checks

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

MCP endpoint : https://scout.optimly.ai/mcp · website · measurements and details
package.json key count, body discarded Not measured yet

package.json key count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/package-ok/mcp · website · measurements and details
Agent Service Directory Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

A directory of agent services, with metrics.

MCP endpoint : https://agentservicedirectory.com/mcp · website · measurements and details
Foundry IMS Private (key required) · 0% over 1 checks

Manage a Foundry IMS catalog: products, variants, BOMs, plus invoices read from supplier docs.

MCP endpoint : https://mcp.foundryims.com/mcp · website · measurements and details
Package Health Check Flaky · 98% over 49 checks Does the job (tested) · 35/35

Check an npm or Python package, or a package.json, for vulnerabilities and upkeep.

MCP endpoint : https://packages.openkrill.app/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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