Seiche, LiquiLens and Undertow source data
Funding histories, bank filings and settlement data with source receipts, units and capture clocks.
| Endpoint | https://api.seiche.info/api/v2/research-data/mcp (streamable-http) |
|---|---|
| Registry version | 1.1.0 |
| Now | 8 tools · grade C (73) · pin ts_715e09e6b13f67355f11e175fb9eda47 · protocol 2025-06-18 |
| First / last listed | 2026-11-14 01:14 UTC / 2026-11-14 01:14 UTC |
| Grade over time | 2026-11-14: C (73), 8 tools |
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Tools: research_workspace research_series_summary research_tracked_institutions research_catalog research_series research_entities research_observations research_analysis
research_workspace | Read the same coverage, source freshness, gaps and descriptive overview as the website. Compare snapshot_id across REST/MCP; independent source clocks remain explicit. params: product |
research_series_summary | Analyze the latest captured series for one exact entity, with adjacent change, trailing-window missingness, native units and source receipts. Current analytics are withheld for stale, unavailable or unverified inputs. params: dataset*, series*, entity, window |
research_tracked_institutions | Search the existing Indian dossier and RBI registry populations, retaining financial-evidence gaps and source clocks. Populations overlap and are not a global census. params: scope, q, limit, offset |
research_catalog | Discover scoped funding, institution and chain-settlement datasets with coverage and rights. params: product |
research_series | Search the metric catalog and native unit definitions in a dataset. params: dataset*, q, limit, offset |
research_entities | Find regulator identifiers for institutions; names are not fuzzy-joined across regimes. params: dataset*, q, limit, offset |
research_observations | Read cited observations or a captured historical vintage. Earlier point-in-time availability is not assumed. params: dataset*, series*, entity, start, end, as_known_at, limit, offset |
research_analysis | Read descriptive funding, institution concentration and settlement analysis with input references and limits. params: product |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.