LiquiLens — the Failure Radar

Endpoint: https://api.liquilens.in/mcp (streamable HTTP, no auth, no install)

LiquiLens is a failure early-warning system for banks and lenders, built on public data with the validation record served beside every claim. This MCP server lets any LLM agent read the same record a human sees.

Add it

Claude Code:

claude mcp add --transport http liquilens https://api.liquilens.in/mcp

Claude.ai / ChatGPT / Cursor: add a custom connector or MCP server with the URL above.

Tools

Tool	What it serves
failure_radar_board	The live board: every Indian lender with a fresh vetted dossier — failure PD term structure (12/24/36m), RBI action-zone status, funding fragility, market distance to default, watchlist tier under a published rule
failure_radar_institution	One institution in depth: PD trajectory with drivers, PCA/SAF headroom history, forensic screen, market reading
evidence_markets	The validation record per market, one headline each
evidence_india	The Indian record: 48 institutions across two decades, misses and false alarms included
evidence_institution	One Indian institution's full crisis replay with sourced quarterly rows
evidence_us	The US record: 550 FDIC failures since 2008, 73.1% recall at 21.7-month median lead, marquee replays including the honest fraud miss
evidence_europe	Seven audited European case files, Northern Rock to Credit Suisse, replayed through unrecalibrated lenses
universe_search	RBI's official registered-NBFC registry (9,000+ entries)
rbi_supervisory_tape	Latest RBI enforcement actions, each linking to the RBI's own page
verify_published_record	Independent cryptographic verification of the as-published record

The governance line

The generative layer explains; only the validated deterministic layer scores. Numbers come from deterministic engines with model cards, never from a model. Screens, not ratings; not investment advice. Institutions without a vetted dossier are absent by design — the tools say so rather than inventing a score.

Siblings from the same lab

• Seiche — US money-market funding stress (the plumbing)
• groundcheck — claim grounding and citation verification
• Palimpsest (https://api.seiche.info/palimpsest/mcp) — live internet-censorship signals

Product: liquilens.in · Live demo: demo.liquilens.in