LiquiLens — the Failure Radar

io.github.beepboop2025/liquilensVersion 1.8.1

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

Status

Responds635 msNov 14, 2026, 14:46 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:46 UTC
Latency: 635 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://api.liquilens.in/mcpResponds635 msNov 14, 2026, 14:46 UTC

No sign-in

Claude Code

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

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: liquilens
Remote MCP server URL: https://api.liquilens.in/mcp

Cursor

{
  "mcpServers": {
    "liquilens": {
      "url": "https://api.liquilens.in/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"liquilens","type":"http","url":"https://api.liquilens.in/mcp"}'

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Tools

26 tools

Tools of LiquiLens — the Failure Radar
	Description		Read-only	Idempotent	Open world
`bank_asset_quality_review`Cited bank/SFB/UCB NPA, PCR and capital evidence. Keep provisional updates and periods separate. No score, credit or execution authority.	Cited bank/SFB/UCB NPA, PCR and capital evidence. Keep provisional updates and periods separate. No score, credit or execution authority.	No	Yes	Yes	No
`bank_credit_land_stress`Loan quality, NPA bridge, state NPA and housing loans vs peer block, geo context. Exact IDs; district is not measured lending exposure. full:true for cells. No score.	Loan quality, NPA bridge, state NPA and housing loans vs peer block, geo context. Exact IDs; district is not measured lending exposure. full:true for cells. No score.	No	Yes	Yes	No
`bank_npa_reconciliation`Reconcile NPA movements; keep recoveries, write-offs, sales and upgrades distinct. Inputs are not authenticated.	Reconcile NPA movements; keep recoveries, write-offs, sales and upgrades distinct. Inputs are not authenticated.	No	Yes	Yes	No
`banking_specialisation_coverage`Bank/SFB/UCB coverage, stale/missing evidence and separate census counts. No rating.	Bank/SFB/UCB coverage, stale/missing evidence and separate census counts. No rating.	No	Yes	Yes	No
`corporate_transmission_board`Answers ONE question: US firm funding stress? For households use household_credit_board. CP/credit lines/real economy; gaps in cannot_see. Seiche excluded from signals. Display-only, no score/tier. full:true adds methods.	Answers ONE question: US firm funding stress? For households use household_credit_board. CP/credit lines/real economy; gaps in cannot_see. Seiche excluded from signals. Display-only, no score/tier. full:true adds methods.	No	Yes	Yes	No
`crypto_exposure_board`Cited bank/crypto amounts, stablecoin/venue links and Undertow run-risk context. REST has detail. No institution score or investment advice.	Cited bank/crypto amounts, stablecoin/venue links and Undertow run-risk context. REST has detail. No institution score or investment advice.	No	Yes	Yes	No
`crypto_regime_board`BTC/ETH change points, log-SR, shifts and counts; disclosed bank exposure context. REST has paths. No institution score or investment advice.	BTC/ETH change points, log-SR, shifts and counts; disclosed bank exposure context. REST has paths. No institution score or investment advice.	No	Yes	Yes	No
`evidence_europe`Seven cited European retrospective case files through unrecalibrated Indian lenses. Named case studies, not a cohort: no European recall percentage to quote.	Seven cited European retrospective case files through unrecalibrated Indian lenses. Named case studies, not a cohort: no European recall percentage to quote.	No	Yes	Yes	No
`evidence_india`48-institution Indian construction-PIT crisis diagnostic, including misses and false alarms. Publication clocks where present, else a +60-day filing-lag proxy; overwritten amendments are unreconstructable. evidence_institution returns a full replay.	48-institution Indian construction-PIT crisis diagnostic, including misses and false alarms. Publication clocks where present, else a +60-day filing-lag proxy; overwritten amendments are unreconstructable. evidence_institution returns a full replay.	No	Yes	Yes	No
`evidence_institution`A sourced Indian construction-PIT quarterly replay, lens alert timing and hit/miss/false-alarm verdict. Slugs from evidence_india. Filing-availability proxies do not establish a validated backtest.	A sourced Indian construction-PIT quarterly replay, lens alert timing and hit/miss/false-alarm verdict. Slugs from evidence_india. Filing-availability proxies do not establish a validated backtest.	No	Yes	Yes	No
`evidence_markets`Historical evidence: India (48-institution construction-PIT diagnostic), US (industry-wide current-amended vintage), Europe (named cases, no cohort claim). Start here; details in evidence_india, evidence_us or evidence_europe.	Historical evidence: India (48-institution construction-PIT diagnostic), US (industry-wide current-amended vintage), Europe (named cases, no cohort claim). Start here; details in evidence_india, evidence_us or evidence_europe.	No	Yes	Yes	No
`evidence_us`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; not an individual-bank verdict.	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; not an individual-bank verdict.	No	Yes	Yes	No
`failure_radar_board`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.	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.	No	Yes	Yes	No
`failure_radar_institution`One Indian lender dossier: quarterly PDs and drivers, PCA/SAF headroom, funding, forensic and listed-market evidence. Slugs from failure_radar_board. Uncovered institutions remain absent, never scored from memory.	One Indian lender dossier: quarterly PDs and drivers, PCA/SAF headroom, funding, forensic and listed-market evidence. Slugs from failure_radar_board. Uncovered institutions remain absent, never scored from memory.	No	Yes	Yes	No
`forward_odds`Counted Markov transitions and empirical 5/20-day reach odds, 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.	Counted Markov transitions and empirical 5/20-day reach odds, 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.	No	Yes	Yes	No
`household_credit_board`Answers ONE question: US household credit stress? For firms use corporate_transmission_board. Delinquency, charge-offs, revolving credit; unscored debt service. Gaps in cannot_see. No score/tier. full:true adds history.	Answers ONE question: US household credit stress? For firms use corporate_transmission_board. Delinquency, charge-offs, revolving credit; unscored debt service. Gaps in cannot_see. No score/tier. full:true adds history.	No	Yes	Yes	No
`institution_evidence_monitor`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.	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.	No	Yes	Yes	No
`institution_research_coverage`Search Indian dossiers, RBI rows or NAFSCOB co-op census. Overlapping populations; listing grants no coverage or score.	Search Indian dossiers, RBI rows or NAFSCOB co-op census. Overlapping populations; listing grants no coverage or score.	No	Yes	Yes	No
`institution_review_packet`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.	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.	No	Yes	Yes	No
`latest_article`Today's exact full-text LiquiLens editorial: current institution-risk analysis when the evidence moved, else a labelled historical replay. Quote it with its evidence clock and passing publication receipt, without regenerating facts.	Today's exact full-text LiquiLens editorial: current institution-risk analysis when the evidence moved, else a labelled historical replay. Quote it with its evidence clock and passing publication receipt, without regenerating facts.	No	Yes	Yes	No
`lending_geography`Co-op operating areas and dated district environment. IDs: in-dccb-, in-stcb-, in-dist-, in-state-. No score.	Co-op operating areas and dated district environment. IDs: in-dccb-, in-stcb-, in-dist-, in-state-. No score.	No	Yes	Yes	No
`rbi_supervisory_tape`RBI penalties, licence cancellations and directions, newest first with source URLs; missing snapshots stay explicit.	RBI penalties, licence cancellations and directions, newest first with source URLs; missing snapshots stay explicit.	No	Yes	Yes	No
`research_network`Palimpsest sources, Seiche funding, Undertow liquidity and NarcoScope metadata. Rights retained; no identity, score or eligibility changes.	Palimpsest sources, Seiche funding, Undertow liquidity and NarcoScope metadata. Rights retained; no identity, score or eligibility changes.	No	Yes	Yes	No
`stablecoin_rails_board`Paged peg/run evidence; partial data is never CALM. Follow pagination.next_offset. Full receipts on REST. Display-only, not investment advice.	Paged peg/run evidence; partial data is never CALM. Follow pagination.next_offset. Full receipts on REST. Display-only, not investment advice.	No	Yes	Yes	No
`universe_search`Search the RBI NBFC register. Supply q or a filter; a filter without q browses that slice. Registration does not establish creditworthiness.	Search the RBI NBFC register. Supply q or a filter; a filter without q browses that slice. Registration does not establish creditworthiness.	No	Yes	Yes	No
`verify_published_record`Check ledger hash chains, enabled signatures and anchors; retain failures. Record integrity, not economic accuracy.	Check ledger hash chains, enabled signatures and anchors; retain failures. Record integrity, not economic accuracy.	No	Yes	Yes	No

Details

Registry status: Active
Published: Sep 24, 2026
Updated: Sep 24, 2026
Website: https://liquilens.in/agents/⁠ (opens in a new tab)
Repository: https://github.com/beepboop2025/liquilens-mcp⁠ (opens in a new tab)
Categories (suggested): Finance and paymentsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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