이 MCP로 할 수 있는 일
Provides cited research on bank asset quality, lender failure risk, credit transmission, crypto exposure, stablecoin rails, regulatory actions, and historical diagnostics.
기능
도구
23
도구
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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'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.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'stream': {'type': 'string', 'default': 'mfi_watchlist', 'description': "ledger stream name to verify (default 'mfi_watchlist')"}}, 'additionalProperties': False}
기록
최근 도구 변경
변경됨
research_network
2026년 9월 27일 2:43 AM
추가됨
institution_research_coverage
2026년 9월 27일 2:43 AM
변경됨
evidence_markets
2026년 9월 27일 2:43 AM
변경됨
banking_specialisation_coverage
2026년 9월 27일 2:43 AM
변경됨
bank_npa_reconciliation
2026년 9월 27일 2:43 AM
변경됨
bank_asset_quality_review
2026년 9월 27일 2:43 AM
추가됨
verify_published_record
2026년 9월 17일 12:40 PM
추가됨
universe_search
2026년 9월 17일 12:40 PM
추가됨
stablecoin_rails_board
2026년 9월 17일 12:40 PM
추가됨
research_network
2026년 9월 17일 12:40 PM
추가됨
rbi_supervisory_tape
2026년 9월 17일 12:40 PM
추가됨
latest_article
2026년 9월 17일 12:40 PM
추가됨
institution_review_packet
2026년 9월 17일 12:40 PM
추가됨
household_credit_board
2026년 9월 17일 12:40 PM
추가됨
forward_odds
2026년 9월 17일 12:40 PM
추가됨
failure_radar_institution
2026년 9월 17일 12:40 PM
추가됨
failure_radar_board
2026년 9월 17일 12:40 PM
추가됨
evidence_us
2026년 9월 17일 12:40 PM
추가됨
evidence_markets
2026년 9월 17일 12:40 PM
추가됨
evidence_institution
2026년 9월 17일 12:40 PM
추가됨
evidence_india
2026년 9월 17일 12:40 PM
추가됨
evidence_europe
2026년 9월 17일 12:40 PM
추가됨
crypto_regime_board
2026년 9월 17일 12:40 PM
추가됨
crypto_exposure_board
2026년 9월 17일 12:40 PM
추가됨
corporate_transmission_board
2026년 9월 17일 12:40 PM
추가됨
banking_specialisation_coverage
2026년 9월 17일 12:40 PM
추가됨
bank_npa_reconciliation
2026년 9월 17일 12:40 PM
추가됨
bank_asset_quality_review
2026년 9월 17일 12:40 PM
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