MCP-Server
LiquiLens — the Failure Radar
io.github.beepboop2025/liquilens
Was dieses MCP kann
Provides cited research on bank asset quality, lender failure risk, credit transmission, crypto exposure, stablecoin rails, regulatory actions, and historical diagnostics.
Funktionen
Tools
23
Tools
bank_asset_quality_review
NPA, SFB and cooperative-bank review
Sourced GNPA/NNPA, percentage-point changes, PCR definitions, capital scope and NPA reconciliation with SFB/UCB context. Free; no score, credit or execution authority.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string'}, 'as_of': {'type': 'string', 'format': 'date', 'description': 'End-of-day YYYY-MM-DD cutoff; not future.'}, 'include_history': {'type': 'boolean', 'default': False}}, 'additionalProperties': False}
banking_specialisation_coverage
Indian banking evidence coverage
Indian bank, SFB and UCB coverage with observed, stale, historical and absent evidence. Free research; not a census or rating.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'as_of': {'type': 'string', 'format': 'date', 'description': 'End-of-day YYYY-MM-DD cutoff; not future.'}, 'sector': {'enum': ['all', 'bank', 'sfb', 'ucb'], 'type': 'string'}}, 'additionalProperties': False}
bank_npa_reconciliation
Reconcile a disclosed NPA movement
Check supplied NPA stock movements. Keep recoveries, write-offs, sales and upgrades distinct. Free arithmetic; no input authentication or loan classification.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['statement'], 'properties': {'statement': {'type': 'object', 'required': ['period_start', 'period_end', 'amount_unit', 'opening_gnpa', 'additions', 'closing_gnpa', 'reductions', 'complete', 'rounding_decimals'], 'properties': {'complete': {'type': 'boolean'}, 'additions': {'type': 'number', 'maximum': 1000000000000000000, 'minimum': 0}, 'period_end': {'type': 'string', 'format': 'date'}, 'reductions': {'type': 'array', 'items': {'type': 'object', 'required': ['kind', 'amount'], 'properties': {'kind': {'enum': ['cash_recoveries', 'upgrades', 'write_offs', 'asset_sales', 'compromise_settlements', 'combined_reductions', 'other_reductions'], 'type': 'string'}, 'amount': {'type': 'number', 'maximum': 1000000000000000000, 'minimum': 0}}, 'additionalProperties': False}, 'maxItems': 16}, 'amount_unit': {'enum': ['INR_crore', 'INR_lakh', 'INR', 'INR_thousand'], 'type': 'string'}, 'closing_gnpa': {'type': 'number', 'maximum': 1000000000000000000, 'minimum': 0}, 'opening_gnpa': {'type': 'number', 'maximum': 1000000000000000000, 'minimum': 0}, 'period_start': {'type': 'string', 'format': 'date'}, 'rounding_decimals': {'type': 'integer', 'maximum': 6, 'minimum': 0}}, 'additionalProperties': False}}, 'additionalProperties': False}
corporate_transmission_board
Corporate Transmission board (US)
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'full': {'type': 'boolean', 'default': False, 'description': 'also return method_note, thresholds and per-leg basis prose (larger payload); default false'}}, 'additionalProperties': False}
crypto_exposure_board
Bank/crypto exposure register
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
crypto_regime_board
Crypto Regime board (BTC/ETH)
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
evidence_europe
Historical evidence: European named case files
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': "optional kebab-case case-file slug, e.g. 'credit-suisse'; omit for all seven summaries"}}, 'additionalProperties': False}
evidence_india
Historical diagnostic: India construction-PIT replay
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
evidence_institution
Historical diagnostic: one Indian case replay
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': "kebab-case slug of a replayed institution, e.g. 'dhfl' or 'global-trust-bank'"}}, 'additionalProperties': False}
evidence_markets
Historical evidence status: all 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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
evidence_us
Historical diagnostic: US construction-PIT watchlist
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'include_trajectories': {'type': 'boolean', 'default': False, 'description': 'also return per-quarter score series for the marquee replays (large payload); default false'}}, 'additionalProperties': False}
failure_radar_board
Failure Radar board (India)
Read fresh-vetted Indian lender rows with failure PDs, disclosure, PCA/SAF, funding and listed-name DD. Scalar market_dd requires tier authority; display-only DD retains clocks and refusal reasons in market_dd_evidence. Discover slugs here, then failure_radar_institution. Research screen, not a credit rating.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
failure_radar_institution
Failure Radar institution dossier
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': "kebab-case institution slug from a failure_radar_board row, e.g. 'esaf-sfb'"}}, 'additionalProperties': False}
forward_odds
Markov forward odds per layer
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
household_credit_board
Household Credit board (US)
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'full': {'type': 'boolean', 'default': False, 'description': 'also return method_note, thresholds, labels and full sparklines (larger payload); default false'}}, 'additionalProperties': False}
institution_research_coverage
Institution coverage
Search Indian dossiers or RBI rows and evidence gaps. Populations overlap; do not infer identity or financial coverage from registry presence. Research only; no scoring.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'q': {'type': 'string', 'maxLength': 150}, 'limit': {'type': 'integer', 'maximum': 500, 'minimum': 1}, 'scope': {'enum': ['dossiers', 'rbi_registry'], 'type': 'string'}, 'offset': {'type': 'integer', 'maximum': 100000, 'minimum': 0}}, 'additionalProperties': False}
institution_review_packet
Institution review packet (India)
Build a compact cited human review packet from canonical fresh-vetted Indian radar records. Exact slug or uniquely normalized full name only; no fuzzy matching or new score. Preserves stale/dark gaps and validation hashes. Its content hash detects alteration; it is not attestation or a publication-time proof.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['institution'], 'properties': {'institution': {'type': 'string', 'description': 'exact Failure Radar slug or full institution name'}}, 'additionalProperties': False}
latest_article
Latest evidence-led 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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
rbi_supervisory_tape
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 so in a stated note instead of returning silent emptiness.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
research_network
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'default': 2, 'maximum': 25, 'minimum': 1}, 'topic': {'enum': ['all', 'china', 'regions', 'information_controls', 'model_evaluations', 'funding', 'institutions', 'liquidity', 'global_data'], 'type': 'string', 'default': 'all'}, 'offset': {'type': 'integer', 'default': 0, 'maximum': 1000, 'minimum': 0}}, 'additionalProperties': False}
stablecoin_rails_board
Stablecoin Rails board
Read the compact Stablecoin Rails board: every tracked issuer's peg, redemption-run, direct-chain liability validation, coverage-gated reserve and executable-exit evidence, chain concentration and tripwire state plus the aggregate regime. Series and full receipts stay on the public REST detail route. Takes no arguments; the full oracle state never treats partial evidence as CALM (the separate peg/run alert is retained for compatibility), and the board is not investment advice.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
universe_search
RBI NBFC register 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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'q': {'type': 'string', 'description': 'case-insensitive substring of the registered name or CIN'}, 'layer': {'enum': ['Upper', 'Middle', 'Base'], 'type': 'string', 'description': 'Scale Based Regulation layer filter'}, 'limit': {'type': 'integer', 'default': 20, 'maximum': 50, 'minimum': 1, 'description': 'maximum rows to return (default 20, capped at 50)'}, 'classification': {'type': 'string', 'description': "exact RBI classification as it appears in the register, e.g. 'MFI' or 'HFC'"}}, 'additionalProperties': False}
verify_published_record
Verify the 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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'properties': {'stream': {'type': 'string', 'default': 'mfi_watchlist', 'description': "ledger stream name to verify (default 'mfi_watchlist')"}}, 'additionalProperties': False}
Verlauf
Letzte Tool-Änderungen
Geändert
research_network
27. September 2026 02:43
Hinzugefügt
institution_research_coverage
27. September 2026 02:43
Geändert
evidence_markets
27. September 2026 02:43
Geändert
banking_specialisation_coverage
27. September 2026 02:43
Geändert
bank_npa_reconciliation
27. September 2026 02:43
Geändert
bank_asset_quality_review
27. September 2026 02:43
Hinzugefügt
verify_published_record
17. September 2026 12:40
Hinzugefügt
universe_search
17. September 2026 12:40
Hinzugefügt
stablecoin_rails_board
17. September 2026 12:40
Hinzugefügt
research_network
17. September 2026 12:40
Hinzugefügt
rbi_supervisory_tape
17. September 2026 12:40
Hinzugefügt
latest_article
17. September 2026 12:40
Hinzugefügt
institution_review_packet
17. September 2026 12:40
Hinzugefügt
household_credit_board
17. September 2026 12:40
Hinzugefügt
forward_odds
17. September 2026 12:40
Hinzugefügt
failure_radar_institution
17. September 2026 12:40
Hinzugefügt
failure_radar_board
17. September 2026 12:40
Hinzugefügt
evidence_us
17. September 2026 12:40
Hinzugefügt
evidence_markets
17. September 2026 12:40
Hinzugefügt
evidence_institution
17. September 2026 12:40
Hinzugefügt
evidence_india
17. September 2026 12:40
Hinzugefügt
evidence_europe
17. September 2026 12:40
Hinzugefügt
crypto_regime_board
17. September 2026 12:40
Hinzugefügt
crypto_exposure_board
17. September 2026 12:40
Hinzugefügt
corporate_transmission_board
17. September 2026 12:40
Hinzugefügt
banking_specialisation_coverage
17. September 2026 12:40
Hinzugefügt
bank_npa_reconciliation
17. September 2026 12:40
Hinzugefügt
bank_asset_quality_review
17. September 2026 12:40
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