MCP Server
LiquiLens — the Failure Radar
io.github.beepboop2025/liquilens
What this MCP does
Provides cited research on bank asset quality, lender failure risk, credit transmission, crypto exposure, stablecoin rails, regulatory actions, and historical diagnostics.
Capabilities
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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'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.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'stream': {'type': 'string', 'default': 'mfi_watchlist', 'description': "ledger stream name to verify (default 'mfi_watchlist')"}}, 'additionalProperties': False}
History
Recent tool changes
Changed
research_network
Sept. 27, 2026, 2:43 a.m.
Added
institution_research_coverage
Sept. 27, 2026, 2:43 a.m.
Changed
evidence_markets
Sept. 27, 2026, 2:43 a.m.
Changed
banking_specialisation_coverage
Sept. 27, 2026, 2:43 a.m.
Changed
bank_npa_reconciliation
Sept. 27, 2026, 2:43 a.m.
Changed
bank_asset_quality_review
Sept. 27, 2026, 2:43 a.m.
Added
verify_published_record
Sept. 17, 2026, 12:40 p.m.
Added
universe_search
Sept. 17, 2026, 12:40 p.m.
Added
stablecoin_rails_board
Sept. 17, 2026, 12:40 p.m.
Added
research_network
Sept. 17, 2026, 12:40 p.m.
Added
rbi_supervisory_tape
Sept. 17, 2026, 12:40 p.m.
Added
latest_article
Sept. 17, 2026, 12:40 p.m.
Added
institution_review_packet
Sept. 17, 2026, 12:40 p.m.
Added
household_credit_board
Sept. 17, 2026, 12:40 p.m.
Added
forward_odds
Sept. 17, 2026, 12:40 p.m.
Added
failure_radar_institution
Sept. 17, 2026, 12:40 p.m.
Added
failure_radar_board
Sept. 17, 2026, 12:40 p.m.
Added
evidence_us
Sept. 17, 2026, 12:40 p.m.
Added
evidence_markets
Sept. 17, 2026, 12:40 p.m.
Added
evidence_institution
Sept. 17, 2026, 12:40 p.m.
Added
evidence_india
Sept. 17, 2026, 12:40 p.m.
Added
evidence_europe
Sept. 17, 2026, 12:40 p.m.
Added
crypto_regime_board
Sept. 17, 2026, 12:40 p.m.
Added
crypto_exposure_board
Sept. 17, 2026, 12:40 p.m.
Added
corporate_transmission_board
Sept. 17, 2026, 12:40 p.m.
Added
banking_specialisation_coverage
Sept. 17, 2026, 12:40 p.m.
Added
bank_npa_reconciliation
Sept. 17, 2026, 12:40 p.m.
Added
bank_asset_quality_review
Sept. 17, 2026, 12:40 p.m.
Discover
Similar MCP servers
Valuein — SEC EDGAR Fundamentals & Smart-Money Data
io.github.valuein/mcp-sec-edgar
Provides point-in-time SEC EDGAR fundamentals, filings, ownership signals, financial analysis, valuation models, research reports…
equibles
io.github.daniel3303/equibles
Provides equity and market research tools covering SEC filings, company financials, portfolios, prices, options, macroeconomic da…
EventTrader Research (read-only)
com.cymetica/event-trader-research
Offers read-only research on funds, event markets, order books, arena markets, crypto pools, backtests, and related financial ana…
World Monitor
app.worldmonitor/mcp
Delivers live geopolitical, conflict, country-risk, market, energy, climate, aviation, supply-chain, and macroeconomic intelligen…
Slacking.biz — SEC Financial Data + US Economics + Demographics + FX
io.github.Th3Slack3r/slacking-biz
Provides financial, economic, demographic, foreign-exchange, regulatory, and company research data from public sources.
TipRanks
com.tipranks/tipranks
Provides market research and investment data covering stocks, ETFs, commodities, crypto, forex, analyst ratings, news, earnings, …
welcome
com.thebalancedinvestorclub/welcome
Provides market data and educational investment research for stocks, ETFs, and crypto, including fundamentals, prices, macro indi…
Currencyformat
io.github.pipeworx-io/currencyformat
Formats localized numbers and currencies and also provides routed access to structured financial, market, government, and researc…