LiquiLens — the Failure Radar MCP Server

by beepboop2025 Your server? Claim it

answering

LiquiLens — the Failure Radar is answering right now. Last checked 4 min ago. It exposes 26 tools. Last commit 18 Oct 2026.

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

Uptime history 91 days of history · worst day 81%

91 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

717 ms

Response time

average over 24h

Stars

last commit 18 Oct 2026

What changed 98

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 9 August 2026. No other catalogue keeps this.

8 Nov 11 tool descriptions were rewritten bank_asset_quality_review, banking_specialisation_coverage, bank_npa_reconciliation and 8 more

8 Nov 2 tools changed the parameters they ask for bank_asset_quality_review, banking_specialisation_coverage

8 Nov a tool appeared bank_credit_land_stress

4 Nov 13 tool descriptions were rewritten crypto_exposure_board, crypto_regime_board, evidence_europe and 10 more

4 Nov 7 tools changed the parameters they ask for corporate_transmission_board, evidence_europe, evidence_us and 4 more

4 Nov a tool appeared lending_geography

1 Nov 2 tool descriptions were rewritten banking_specialisation_coverage, institution_research_coverage

1 Nov a tool changed the parameters it asks for institution_research_coverage

31 Oct 7 tool descriptions were rewritten crypto_exposure_board, crypto_regime_board, evidence_europe and 4 more

31 Oct 7 tools changed the parameters they ask for corporate_transmission_board, evidence_europe, evidence_institution and 4 more

and 46 more, back to 9 August 2026

Nothing serious here today

Today is the operative word: we check LiquiLens — the Failure Radar every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

Settings → Connectors → Add custom connector, then paste this address

https://api.liquilens.in/mcp

~/.codex/config.toml

[mcp_servers.liquilens]
url = "https://api.liquilens.in/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "liquilens": {
      "type": "http",
      "url": "https://api.liquilens.in/mcp"
    }
  }
}

Available tools 26

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

evidence

evidence_europe

Seven cited European retrospective case files through unrecalibrated Indian lenses. Named case studies, not a cohort: no European recall percentage to quote.

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.

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.

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.

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.

bank

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.

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.

bank_npa_reconciliation

Reconcile NPA movements; keep recoveries, write-offs, sales and upgrades distinct. Inputs are not authenticated.

institution

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.

institution_research_coverage

Search Indian dossiers, RBI rows or NAFSCOB co-op census. Overlapping populations; listing grants no coverage or score.

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.

crypto

crypto_exposure_board

Cited bank/crypto amounts, stablecoin/venue links and Undertow run-risk context. REST has detail. No institution score or investment advice.

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.

failure

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.

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.

banking

banking_specialisation_coverage

Bank/SFB/UCB coverage, stale/missing evidence and separate census counts. No rating.

corporate

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.

forward

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.

household

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.

latest

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.

lending

lending_geography

Co-op operating areas and dated district environment. IDs: in-dccb-, in-stcb-, in-dist-, in-state-. No score.

rbi

rbi_supervisory_tape

RBI penalties, licence cancellations and directions, newest first with source URLs; missing snapshots stay explicit.

research

research_network

Palimpsest sources, Seiche funding, Undertow liquidity and NarcoScope metadata. Rights retained; no identity, score or eligibility changes.

stablecoin

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.

universe

universe_search

Search the RBI NBFC register. Supply q or a filter; a filter without q browses that slice. Registration does not establish creditworthiness.

verify

verify_published_record

Check ledger hash chains, enabled signatures and anchors; retain failures. Record integrity, not economic accuracy.

Endpoints

URL	Transport	State	Latency	Checked
https://api.liquilens.in/mcp	streamable-http	answering	717 ms	4 min ago

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LiquiLens — the Failure Radar — questions

Answers built from our own checks of this server.

What can LiquiLens — the Failure Radar do?

It exposes 26 tools, read directly from the server on our last check. Among them: bank_asset_quality_review, bank_credit_land_stress, banking_specialisation_coverage, bank_npa_reconciliation, corporate_transmission_board, crypto_exposure_board and 20 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

What is LiquiLens — the Failure Radar mostly used for?

Its tools cluster around evidence, institution and bank. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.

Is LiquiLens — the Failure Radar working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 717 ms. The bar chart above shows every period we have measured.

How do I connect LiquiLens — the Failure Radar?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does LiquiLens — the Failure Radar need an API key?

No. LiquiLens — the Failure Radar completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 26 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is LiquiLens — the Failure Radar?

It answers our handshake in 717 ms on average, which is faster than 12% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is LiquiLens — the Failure Radar open source?

We cannot say either way: written in Python, 0 stars on GitHub and 1 open issue, but we could not determine the licence, and without one the code is not open source by default.