Loci Labs Real-World Observations MCP Server

by loci-labs Your server? Claim it

answering

Loci Labs Real-World Observations is answering right now. Last checked 5 min ago. It exposes 1 tools.

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

Uptime history 42 days of history · worst day 95%

42 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

483 ms

Response time

average over 24h

open, no key

Access

streamable-http

Nothing serious here today

Today is the operative word: we check Loci Labs Real-World Observations every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add real-world-observations --transport http https://mcp.loci-labs.ai/mcp

Settings → Connectors → Add custom connector, then paste this address

https://mcp.loci-labs.ai/mcp

~/.codex/config.toml

[mcp_servers.real-world-observations]
url = "https://mcp.loci-labs.ai/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "real-world-observations": {
      "url": "https://mcp.loci-labs.ai/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "real-world-observations": {
      "type": "http",
      "url": "https://mcp.loci-labs.ai/mcp"
    }
  }
}

Available tools 1

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

real

search_real_world_observations

Search 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 or near the relevant location.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.loci-labs.ai/mcp	streamable-http	answering	454 ms	5 min ago

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Loci Labs Real-World Observations — questions

Answers built from our own checks of this server.

What can Loci Labs Real-World Observations do?

It exposes 1 tools, read directly from the server on our last check. Among them: search_real_world_observations. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Loci Labs Real-World Observations working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 483 ms. The bar chart above shows every period we have measured.

How do I connect Loci Labs Real-World Observations?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Loci Labs Real-World Observations need an API key?

No. Loci Labs Real-World Observations completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 1 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Loci Labs Real-World Observations?

It answers our handshake in 483 ms on average, which is faster than 25% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.