io.github.beepboop2025/liquilens

LiquiLens — the Failure Radar

Free bank-filing and counterparty research; cited evidence limits; public MCP needs no API key.

alive probed 2026-10-15 · HTTP 200

24tools

5.0ktokens in Claude Opus 5.5

5.2ktokens in Claude Code

2.5 %of a 200k context window

2.7ko200k_base estimate

819 msto initialize

392 msto list tools

Endpoint: https://api.liquilens.in/mcp (streamable-http)
Host: api.liquilens.in
Protocol: 2025-11-25
Reports itself as: liquilens 1.8.1
Capabilities: prompts, resources, tools
Instructions: 4 403 characters
Claude count: Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
Repository: https://github.com/beepboop2025/liquilens-mcp
Website: https://liquilens.in/agents/
Registry: active, updated 2026-09-24 · registry entry
Reachable: 9 of the last 9 probes

Most expensive tools

Tool	Tokens (o200k)	Share of this server
bank_npa_reconciliation	340	13 %
universe_search	179	7 %
research_network	141	5 %
institution_evidence_monitor	131	5 %
evidence_us	119	4 %

History

We add a row when the result changes. A server with no change keeps its last row.

Probed	Result	Init	Tools	Claude	o200k
2026-10-15 10:28	alive	707 ms	24	5.0k	2.7k
2026-10-14 18:51	alive	4.6 s	24	5.0k	2.7k
2026-10-09 11:18	alive	1.1 s	24	4.9k	2.6k
2026-10-05 14:34	alive	819 ms	23	4.9k	2.6k
2026-10-05 00:32	alive	612 ms	23		2.6k
2026-10-04 10:03	alive	1.7 s	23		2.6k
2026-10-04 07:57	alive	1.1 s	23		2.6k
2026-10-03 20:37	alive	1.4 s	23		2.6k
2026-10-03 17:53	alive	644 ms	23		2.6k

Badge and feed

[![mcpcost](https://mcpcost.ulehla.dev/badge/io.github.beepboop2025/liquilens.svg)](https://mcpcost.ulehla.dev/s/io.github.beepboop2025/liquilens)

An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.