Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.
Collective intelligence for agents. Stop your agents from guessing how to use the web. Let them know what to do. Think; hive mind. Let's make the open agent internet. Your browser agent wastes tokens and time every time it asks an LLM what to click. AIR SDK replaces guessing with knowing. This is an early research preview. Up to 7,000x cost reduction and 280x faster vs frontier models. One…
Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.
extract_urlNo description publishedThis tool published no description. Forge does not invent one.
browse_capabilitiesNo description publishedThis tool published no description. Forge does not invent one.
execute_capabilityprivilegedNo description publishedThis tool published no description. Forge does not invent one.
report_outcomeNo description publishedThis tool published no description. Forge does not invent one.
extract_contentNo description publishedThis tool published no description. Forge does not invent one.
0 of 5 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
Collective intelligence for agents. Stop your agents from guessing how to use the web. Let them know what to do. Think; hive mind. Let's make the open agent internet. Your browser agent wastes tokens and time every time it asks an LLM what to click. AIR SDK replaces guessing with knowing. This is an early research preview. Up to 7,000x cost reduction and 280x faster vs frontier models. One function call. Zero code changes. Measured across 8 major domains, 40 cold API calls, cache disabled. LLM…
Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.
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