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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
19,874measured
6,054proven reliable
Japan Organic JAS Certified Operators Reliable (measured) · 100% over 6 checks Fails real tasks · 0/6

Is this operator in Japan's organic JAS certified list? Hosted; tracks list changes. Relay only.

MCP endpoint : https://jp-organic-jas-production.mk-career-planning.workers.dev/mcp · website · measurements and details
Japan SSW Registered Support Organizations Reliable (measured) · 100% over 6 checks Fails real tasks · 0/6

Is this Japanese SSW support organization in ISA's list? Hosted; tracks list changes. Relay only.

MCP endpoint : https://jp-ssw-support-orgs-production.mk-career-planning.workers.dev/mcp · website · measurements and details
japan-business-operations Not measured yet

Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.

Package npm : edition-mcp-server · website · measurements and details
operant-mcp Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

MCP endpoint : https://operant-mcp.saagar210.workers.dev/mcp · website · measurements and details
Phoenix operational_context unpaid canary Reliable (measured) · 100% over 41 checks

Unpaid qualification-gated operational_context canary. Staging data. No wallet.

MCP endpoint : https://phoenix-collective-os-isolated-validation-phoenix-collective.vercel.app/api/mcp/operational-context/mcp · website · measurements and details
Burnes Atelier Operations Reconciliation Being measured · 50% over 2 checks

Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or NEEDS_REVIEW.

MCP endpoint : https://x402.burnesatelier.com/mcp · website · measurements and details
tollbooth-authority Flaky · 67% over 3 checks

Tollbooth Authority — Certified Purchase Order Service for DPYC operators

MCP endpoint : https://tollbooth-authority.fastmcp.app/mcp · website · measurements and details
organic-web-checker Private (key required)

USDA NOP organic compliance checks — operation websites vs live OID certificate data.

MCP endpoint : https://www.organicwebchecker.com/mcp · website · measurements and details
Operations Activity Ledger Being measured · 0% over 1 checks

Append an operations activity entry

MCP endpoint : https://antibody-package-occasional-floppy.trycloudflare.com/mcp/workspace-activity-reference/downstream · measurements and details
Black Label Operator Website MCP Flaky · 94% over 18 checks Fails real tasks · 0/17

Search and read public Black Label Operator pages with source URLs.

MCP endpoint : https://operator.blacklabelbots.com/agent/mcp · website · measurements and details
GraphQL operation count, query discarded Not measured yet

GraphQL operation count, query discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/graphql-ok/mcp · website · measurements and details
MCP Operation Risk Flaky · 80% over 5 checks Does the job (tested) · 4/4

Operation-level risk guidance for consolidated MCP tools, including schema drift and retry signals.

MCP endpoint : https://87-106-119-237.sslip.io/mcp-operation-risk/mcp · website · measurements and details
Hydra operation count, body discarded Not measured yet

Hydra operation count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/hydra-ok/mcp · website · measurements and details
WSDL operation count, body discarded Not measured yet

WSDL operation count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/wsdl-ok/mcp · website · measurements and details
Language ja Not measured yet

ISO 639 language tag ja.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/lang-ja/mcp · website · measurements and details
Borrower Operations — Loan Application Review — Fenwick & Rowe Operations (61b5d8c8) Being measured · 50% over 2 checks Real task being tested · 1/1

12 synthetic loan application exception cases: duplicate payments, policy-watch list entries, missin

MCP endpoint : https://a2awire.com/mcp/benchmarks/loan-application-review-2026-09-11-61b5d8c8/http · website · measurements and details
Bounty Operator Reliable (measured) · 100% over 33 checks Does the job (tested) · 33/33

Argues against a security finding or a draft bug bounty report before you submit it.

MCP endpoint : https://bountyoperator.com/api/mcp · website · measurements and details
VNISH Global Operator Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.

MCP endpoint : https://vnish.global/ai/mcp/index.php · website · measurements and details
SemVer range operators, value discarded Not measured yet

SemVer range operators, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/semver-range-ok/mcp · website · measurements and details
Hitsteps Analytics and Operations Private (key required)

AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.

MCP endpoint : https://www.hitsteps.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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