# LiquiLens — the Failure Radar

- Registry name: `io.github.beepboop2025/liquilens` · version 1.8.1
- Categories (automatic, keyword rules): Payments & accounting, Finance & markets, Crypto & blockchain, Research & knowledge, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.beepboop2025%2Fliquilens
- Server page: https://mcpstation.net/s/io.github.beepboop2025--liquilens.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://api.liquilens.in/mcp`

## Tools (as reported by the server, not verified)

- `bank\_asset\_quality\_review`: Cited NPA changes, PCR definitions and capital scope for banks/SFBs/UCBs, plus separately dated provisional business updates when accepted. Keep each period and provisional status explicit. No score, credit or execution authority.
- `bank\_npa\_reconciliation`: Reconcile supplied NPA movements; keep recoveries/write-offs/sales/upgrades distinct. Arithmetic, not input authentication.
- `banking\_specialisation\_coverage`: Bank/SFB/UCB coverage with stale and missing evidence. Research, not a census or rating.
- `corporate\_transmission\_board`: Answers ONE question: is US funding stress reaching nonfinancial firms? Use household\_credit\_board for households. CP, bank credit lines and real-economy confirmation; cannot\_see preserves gaps. Seiche context never enters regime or transmission. Display-only; no institution score or tier. full:true
- `crypto\_exposure\_board`: Read the compact cited bank/crypto exposure register: disclosed quantum, stablecoin and venue links, exposure channels, Undertow run-risk cross-read and compound flags. Detailed disclosures stay on the public REST detail route. Takes no arguments; display-only, never an institution score or investme
- `crypto\_regime\_board`: Read the compact BTC/ETH Crypto Regime board: current change-point state, log-SR statistic, last shift, observation count and the display-only cross-read against disclosed bank exposure. Time-series paths stay on the public REST detail route. Takes no arguments; feeds no institution score and is not
- `evidence\_europe`: Read seven cited European retrospective case files through unrecalibrated Indian lenses. Named case studies, not a cohort: no European recall percentage to quote. Omit slug for summaries, or supply a returned slug for a full quarterly case file.
- `evidence\_india`: Read the 48-institution Indian construction-PIT crisis diagnostic, including misses and false alarms. Uses publication clocks where present and a +60-day filing-lag proxy otherwise; overwritten amendments are unreconstructable. evidence\_institution returns a full replay.
- `evidence\_institution`: Read a sourced Indian construction-PIT quarterly replay, lens alert timing and hit/miss/false-alarm verdict. Use evidence\_india for exact slugs. Filing-availability proxies do not establish a validated backtest.
- `evidence\_markets`: Historical evidence: India \(48-institution construction-PIT diagnostic\), US \(industry-wide current-amended vintage\), Europe \(named cases, no cohort claim\). Start here, then evidence\_india, evidence\_us or evidence\_europe for details.
- `evidence\_us`: Read US bank current-amended-vintage diagnostics and named replays, including misses. Not a validated point-in-time backtest. Report the quarterly top-decile budgeted watchlist beside recall, uncertainty and lead times; it is not an individual-bank verdict. include\_trajectories:true adds histories.
- `failure\_radar\_board`: Vetted Indian lender PDs, PCA/SAF and funding. market\_dd requires tier authority; diagnostic clocks/refusals stay in market\_dd\_evidence. Slugs for failure\_radar\_institution. Research, not a rating.
- `failure\_radar\_institution`: Read one Indian lender dossier: quarterly PDs and drivers, PCA/SAF headroom, funding, forensic and listed-market evidence. Discover slugs with failure\_radar\_board. Uncovered institutions remain absent, never scored from memory.
- `forward\_odds`: Read counted Markov transitions and empirical 5/20-day reach odds. Odds are withheld until 60 observed days; counts stay visible and absence is never precision. Historical frequencies are not calibrated forecasts. Display-only, never a state driver.
- `household\_credit\_board`: Answers ONE question: is stress reaching US household credit? Use corporate\_transmission\_board for firms. Delinquency, charge-offs, revolving credit and unscored debt-service context; gaps stay in cannot\_see. Display-only; no institution score or watchlist tier. full:true adds methods and histories.
- `institution\_evidence\_monitor`: Bank/NBFC evidence, gaps and review alerts. slug: one record; slugs: watchlist; neither: all tracked. End-of-day as\_of. No scoring or delivery authority.
- `institution\_research\_coverage`: Search Indian dossiers or RBI rows. Overlapping populations; registry presence grants no financial coverage or score.
- `institution\_review\_packet`: Cited human review packet for an exact slug or unique normalized full name. No fuzzy match or new score; stale/dark gaps retained. Content hash detects alteration, not attestation or publication-time proof.
- `latest\_article`: Read today's exact full-text LiquiLens editorial: current institution-risk analysis when the evidence moved, or a labelled historical replay when it did not. Returns the canonical headline, dek, Markdown, evidence clock and passing publication receipt; quote it without regenerating facts.
- `rbi\_supervisory\_tape`: Read the latest RBI enforcement and supervisory actions — monetary penalties, licence cancellations and supervisory directions — parsed from rbi.org.in press releases, newest first, each item carrying the RBI's own source URL. Takes no arguments. When no tape snapshot exists on the deployment, says
- `research\_network`: Route to Palimpsest sources, Seiche funding, Undertow exit liquidity and NarcoScope data. Set limit for full metadata. Rights remain attached; no identity, score or eligibility changes.
- `stablecoin\_rails\_board`: Paged peg/run evidence; partial data is never CALM. Follow pagination.next\_offset. Full receipts on REST. Display-only, not investment advice.
- `universe\_search`: Search the RBI NBFC register by name/CIN substring, classification or regulation layer. Returns official register rows. Supply q or a filter; a filter without q browses that slice. Registration does not establish creditworthiness.
- `verify\_published\_record`: Verify a ledger stream by recomputing hash-chain commitments and checking enabled signatures and anchors. Returns the actual verifier verdict, including failures. Verifies record integrity, not economic accuracy.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html