LiquiLens — the Failure Radar

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "LiquiLens — the Failure Radar": {
      "url": "https://api.liquilens.in/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (24)

• bank_asset_quality_review read-only

  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.

  Parameters:

  • slug (required) — string
  • as_of — string — End-of-day cutoff; not future.
  • include_history — boolean

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• bank_npa_reconciliation read-only

  Reconcile supplied NPA movements; keep recoveries/write-offs/sales/upgrades distinct. Arithmetic, not input authentication.

  Parameters:

  • statement (required) — object

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• banking_specialisation_coverage read-only

  Bank/SFB/UCB coverage with stale and missing evidence. Research, not a census or rating.

  Parameters:

  • as_of — string — End-of-day cutoff; not future.
  • sector — string

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• corporate_transmission_board read-only

  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 adds methods.

  Parameters:

  • full — boolean — also return method_note, thresholds and per-leg basis prose (larger payload); default false

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• crypto_exposure_board read-only

  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 investment advice.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• crypto_regime_board read-only

  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 investment advice.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• evidence_europe read-only

  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.

  Parameters:

  • slug — string — optional kebab-case case-file slug, e.g. 'credit-suisse'; omit for all seven summaries

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• evidence_india read-only

  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.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• evidence_institution read-only

  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.

  Parameters:

  • slug (required) — string — kebab-case slug of a replayed institution, e.g. 'dhfl' or 'global-trust-bank'

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• evidence_markets read-only

  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.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• evidence_us read-only

  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.

  Parameters:

  • include_trajectories — boolean — also return per-quarter score series for the marquee replays (large payload); default false

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• failure_radar_board read-only

  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.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• failure_radar_institution read-only

  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.

  Parameters:

  • slug (required) — string — kebab-case institution slug from a failure_radar_board row, e.g. 'esaf-sfb'

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• forward_odds read-only

  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.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• household_credit_board read-only

  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.

  Parameters:

  • full — boolean — also return method_note, thresholds, labels and full sparklines (larger payload); default false

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• institution_evidence_monitor read-only

  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.

  Parameters:

  • slug — string
  • as_of — string
  • slugs — array
  • include_history — boolean

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• institution_research_coverage read-only

  Search Indian dossiers or RBI rows. Overlapping populations; registry presence grants no financial coverage or score.

  Parameters:

  • q — string
  • limit — integer
  • scope — string
  • offset — integer

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• institution_review_packet read-only

  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.

  Parameters:

  • institution (required) — string — exact Failure Radar slug or full institution name

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• latest_article read-only

  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.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• rbi_supervisory_tape read-only

  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 so in a stated note instead of returning silent emptiness.

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• research_network read-only

  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.

  Parameters:

  • limit — integer
  • topic — string
  • offset — integer

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• stablecoin_rails_board read-only

  Paged peg/run evidence; partial data is never CALM. Follow pagination.next_offset. Full receipts on REST. Display-only, not investment advice.

  Parameters:

  • limit — integer
  • offset — integer

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• universe_search read-only

  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.

  Parameters:

  • q — string — case-insensitive substring of the registered name or CIN
  • layer — string — Scale Based Regulation layer filter
  • limit — integer — maximum rows to return (default 20, capped at 50)
  • classification — string — exact RBI classification as it appears in the register, e.g. 'MFI' or 'HFC'

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

• verify_published_record read-only

  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.

  Parameters:

  • stream — string — ledger stream name to verify (default 'mfi_watchlist')

  Hints: read-only yes · destructive not declared · idempotent yes · open-world no

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Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.