Seiche, LiquiLens and Undertow source data
mcp remote · streamable-http · v1.1.0 · source: crawl
https://api.seiche.info/api/v2/research-data/mcp
https://github.com/beepboop2025/liquilens-mcp
Funding histories, bank filings and settlement data with source receipts, units and capture clocks.
Works
100
Verified Oct 31, 2026 · p50 1107 ms · p95 1130 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'liquilens-research-data' |
| tools_listed | 15 | pass | 8 tools |
| schema_complete | 15 | pass | 8 of 8 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1107 ms |
| latency_p95 | 5 | pass | p95 1130 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (8)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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 u | typed |
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. | typed |
research_catalog | Discover scoped funding, institution and chain-settlement datasets with coverage and rights. | typed |
research_series | Search the metric catalog and native unit definitions in a dataset. | typed |
research_entities | Find regulator identifiers for institutions; names are not fuzzy-joined across regimes. | typed |
research_observations | Read cited observations or a captured historical vintage. Earlier point-in-time availability is not assumed. | typed |
research_analysis | Read descriptive funding, institution concentration and settlement analysis with input references and limits. | typed |
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[](https://app.agent-xm.com/a/io-github-beepboop2025-financial-source-data)
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