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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
IQMS / DELMIA Apriso Not measured yet

MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.

Package oci : ghcr.io/wyre-ai/iqms-mcp:v1.2.15 · website · measurements and details
IQMS / DELMIA Apriso Not measured yet

MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.

Package oci : ghcr.io/wyre-technology/iqms-mcp:v1.2.12 · website · measurements and details
PostgreSQL MCP Server Not measured yet

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

Package oci : docker.io/writenotenow/postgres-mcp-enhanced:v1.2.0 · website · measurements and details
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
Resource Guru MCP Not measured yet

Operate Resource Guru from your AI agent via MCP.

Package mcpb : https://github.com/Servosity/msp-skills/releases/download/resourceguru-v0.1.4/resourceguru-mcp.mcpb · website · measurements and details
shopify-operations-mcp Not measured yet

Safe-write Shopify operations: plan-before-execute writes with out-of-band approval and audit.

Package npm : shopify-operations-mcp · website · measurements and details
BuildFlow Enterprise Operations Flaky · 97% over 33 checks

Discover, route, and hand off enterprise operations problems without exposing private records.

MCP endpoint : https://base44.app/api/apps/6ab26dc00debf9a25bca5f3e/functions/enterpriseOpsMcp · website · measurements and details
Jira Alerts (JSM Operations) Not measured yet

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

Package npm : jira-alerts-mcp · 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 42 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
制造业管理工具箱 · Manufacturing Management Toolkit Flaky · 96% over 23 checks

制造业管理工具箱:TBP问题解决/品质管理/TPM设备保全/J成本改善/OEE计算/活力组织诊断。一句话出成品报告。

MCP endpoint : https://polyester-appease-bulldog.ngrok-free.dev/mcp · website · measurements and details
Eldercare Resource Planning MCP Server Being measured · 0% over 1 checks

Evaluates Medicaid long-term care eligibility and spend-down rules for all 50 US states.

MCP endpoint : https://mcp.eldercareresourceplanning.org/sse · 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
CallKaro Voice AI Operations Private (key required)

Manage CallKaro voice agents, phone numbers, call queues, and place single or batch AI calls.

MCP endpoint : https://mcp.callkaro.ai/api/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

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