LLiquiLens
Public evidence · no MCP key required

Give your agent a failure radar, not a hunch.

Call the live institution-risk board, search the RBI universe, inspect historical failures and verify the as-published record. Every uncovered name stays uncovered instead of being scored from model memory.

checking the public API…
Claude Code · one command

Connect the hosted MCP

The public agent surface is read-only and requires no package or API key.

claude mcp add --transport http liquilens https://api.liquilens.in/mcp
Any URL-capable MCP client

Use the standard config

Point a remote MCP client at the production streamable-HTTP endpoint.

{ "mcpServers": { "liquilens": { "url": "https://api.liquilens.in/mcp" } } }
REST · board contract

Fetch the Failure Radar

The same deterministic board used by the site and the MCP tool.

curl https://api.liquilens.in/api/failure-radar/board
Live proof · production data

Call the first MCP tool

Runs failure_radar_board now and prints its structured result.

Ready.
14 toolsboard, dossiers, evidence and verification
Not coveredis a valid result, never an invented score
Served recordthe evidence and caveats travel with the claim
Choose the right altitude

One lab, three different questions.

The generative layer may explain; only the validated deterministic layer scores. Screening research, not a credit rating or investment advice. Failure replays · Security · Integration help