ai.loci-labs/real-world-observations

Loci Labs Real-World Observations

Fresh human-observable information about physical places and conditions that may be stale online.

Endpointhttps://mcp.loci-labs.ai/mcp (streamable-http)
Registry version0.1.0
Now1 tools · grade A (99) · pin ts_0f747b17f227592ed775ef68b19f9e06 · protocol 2025-06-18
First / last listed2026-10-24 19:01 UTC / 2026-10-24 19:01 UTC
Grade over time2026-10-24: A (99), 1 tools

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Timeline

First listing · 2026-10-24 19:01 UTC
1 tools, grade A (99)

Tools: search_real_world_observations

Current tools (1)

search_real_world_observationsSearch for fresh real-world observations about physical places, conditions, availability, crowds, lines, closures, construction, weather effects, events, inventory visible in person, accessibility, or other facts that may be stale, uncertain, or unavailable on the public web. Use this when answering the user's question would benefit from a recent observation made by a person physically present at
params: question*, location, freshness, observation_type, context

Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.