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LiquiLens — the Failure Radar

by beepboop2025 · remote · no sign-in to list tools · v1.8.1 · published by GitHub user beepboop2025

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

Changes · 12

24 tools: 12 change things and 12 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

24 tools

Changes things 12Claude Code: ask
  • bank_asset_quality_reviewCited NPA changes, PCR definitions and capital scope for banks/SFBs/UCBs, plus separately dated provisional business updates when accepted.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: NPA, SFB and cooperative-bank review
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • bank_npa_reconciliationReconcile supplied NPA movements; keep recoveries/write-offs/sales/upgrades distinct.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    Reconcile supplied NPA movements; keep recoveries/write-offs/sales/upgrades distinct. Arithmetic, not input authentication.

    Annotations the server declares

    • title: Reconcile a disclosed NPA movement
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • banking_specialisation_coverageBank/SFB/UCB coverage with stale and missing evidence.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    Bank/SFB/UCB coverage with stale and missing evidence. Research, not a census or rating.

    Annotations the server declares

    • title: Indian banking evidence coverage
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • corporate_transmission_boardAnswers ONE question: is US funding stress reaching nonfinancial firms?No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Corporate Transmission board (US)
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • evidence_marketsHistorical evidence: India (48-institution construction-PIT diagnostic), US (industry-wide current-amended vintage), Europe (named cases, no cohort claim).No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Historical evidence status: all markets
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • failure_radar_boardVetted Indian lender PDs, PCA/SAF and funding.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Failure Radar board (India)
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • household_credit_boardAnswers ONE question: is stress reaching US household credit?No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Household Credit board (US)
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • institution_evidence_monitorBank/NBFC evidence, gaps and review alerts.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Institution evidence monitor
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • institution_review_packetCited human review packet for an exact slug or unique normalized full name.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Institution review packet (India)
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • research_networkRoute to Palimpsest sources, Seiche funding, Undertow exit liquidity and NarcoScope data.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: research_network
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • stablecoin_rails_boardPaged peg/run evidence; partial data is never CALM.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    Paged peg/run evidence; partial data is never CALM. Follow pagination.next_offset. Full receipts on REST. Display-only, not investment advice.

    Annotations the server declares

    • title: Stablecoin Rails board
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • verify_published_recordVerify a ledger stream by recomputing hash-chain commitments and checking enabled signatures and anchors.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Verify the published record
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
Only reads 12Claude Code: allow
  • crypto_exposure_boardRead the compact cited bank/crypto exposure register: disclosed quantum, stablecoin and venue links, exposure channels, Undertow run-risk cross-read and compound flags.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Bank/crypto exposure register
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • crypto_regime_boardRead 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 exp…No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Crypto Regime board (BTC/ETH)
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • evidence_europeRead seven cited European retrospective case files through unrecalibrated Indian lenses.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Historical evidence: European named case files
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • evidence_indiaRead the 48-institution Indian construction-PIT crisis diagnostic, including misses and false alarms.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Historical diagnostic: India construction-PIT replay
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • evidence_institutionRead a sourced Indian construction-PIT quarterly replay, lens alert timing and hit/miss/false-alarm verdict.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Historical diagnostic: one Indian case replay
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • evidence_usRead US bank current-amended-vintage diagnostics and named replays, including misses.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Historical diagnostic: US construction-PIT watchlist
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • failure_radar_institutionRead one Indian lender dossier: quarterly PDs and drivers, PCA/SAF headroom, funding, forensic and listed-market evidence.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Failure Radar institution dossier
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • forward_oddsRead counted Markov transitions and empirical 5/20-day reach odds.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Markov forward odds per layer
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • institution_research_coverageSearch Indian dossiers or RBI rows.No findings

    Why it is in this group

    • The description's first verb is "search": a word for reading.
    Description, as the server wrote it
    Search Indian dossiers or RBI rows. Overlapping populations; registry presence grants no financial coverage or score.

    Annotations the server declares

    • title: Institution coverage
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • latest_articleRead today's exact full-text LiquiLens editorial: current institution-risk analysis when the evidence moved, or a labelled historical replay when it did not.No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Latest evidence-led article
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false
  • rbi_supervisory_tapeRead the latest RBI enforcement and supervisory actions — monetary penalties, licence cancellations and supervisory directions — parsed from rbi.org.in press releases, newest first…No findings

    Why it is in this group

    • The description's first verb is "read": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: RBI supervisory tape
    • readOnlyHint: true
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.8.1. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__liquilens__crypto_exposure_board",
      "mcp__liquilens__crypto_regime_board",
      "mcp__liquilens__evidence_europe",
      "mcp__liquilens__evidence_india",
      "mcp__liquilens__evidence_institution",
      "mcp__liquilens__evidence_us",
      "mcp__liquilens__failure_radar_institution",
      "mcp__liquilens__forward_odds",
      "mcp__liquilens__institution_research_coverage",
      "mcp__liquilens__latest_article",
      "mcp__liquilens__rbi_supervisory_tape",
      "mcp__liquilens__universe_search"
    ],
    "ask": [
      "mcp__liquilens__bank_asset_quality_review",
      "mcp__liquilens__bank_npa_reconciliation",
      "mcp__liquilens__banking_specialisation_coverage",
      "mcp__liquilens__corporate_transmission_board",
      "mcp__liquilens__evidence_markets",
      "mcp__liquilens__failure_radar_board",
      "mcp__liquilens__household_credit_board",
      "mcp__liquilens__institution_evidence_monitor",
      "mcp__liquilens__institution_review_packet",
      "mcp__liquilens__research_network",
      "mcp__liquilens__stablecoin_rails_board",
      "mcp__liquilens__verify_published_record"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as liquilens. Review it before you use it.