FaceabotFREN

The real catalog of tools for AI agents

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

38,657real tools
24,539callable over HTTPS
6,306measured
1proven reliable
ARIA role token charset, value discarded Not measured yet

ARIA role token charset, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/aria-role/mcp · website · measurements and details
ARIA role token charset, value discarded Not measured yet

ARIA role token charset, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/aria-role-ok/mcp · website · measurements and details
ARIA landmark count, markup discarded Not measured yet

ARIA landmark count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/landmark-ok/mcp · website · measurements and details
VMware Aria Operations Not measured yet

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

Package pypi : vmware-aria · website · measurements and details
VMware Aria Operations Not measured yet

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 44 MCP tools.

Package pypi : vmware-aria · website · measurements and details
aria-mcp-server Not measured yet

Search 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials. Prompts included. No API key.

Package pypi : aria-mcp-server · website · measurements and details
a11y Not measured yet

Alt text, headings, contrast, ARIA for AI agents

Package npm : @rog0x/mcp-a11y-tools · website · measurements and details
browser-devtools-mcp Not measured yet

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

Package npm : browser-devtools-mcp · website · measurements and details
cowork-qa Not measured yet

Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots.

Package npm : cowork-qa-mcp · website · measurements and details
VMware Log Insight Not measured yet

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Package pypi : vmware-log-insight · website · measurements and details
VMware Log Insight Not measured yet

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Package pypi : vmware-log-insight · 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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