Seiche, LiquiLens and Undertow source data

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Funding histories, bank filings and settlement data with source receipts, units and capture clocks.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Seiche, LiquiLens and Undertow source data": {
      "url": "https://api.seiche.info/api/v2/research-data/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (8)

• research_workspace read-only

  Read the same coverage, source freshness, gaps and descriptive overview as the website. Compare snapshot_id across REST/MCP; independent source clocks remain explicit.

  Parameters:

  • product — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_series_summary read-only

  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.

  Parameters:

  • dataset (required) — string
  • series (required) — string
  • entity — string
  • window — integer

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_tracked_institutions read-only

  Search the existing Indian dossier and RBI registry populations, retaining financial-evidence gaps and source clocks. Populations overlap and are not a global census.

  Parameters:

  • q — string
  • limit — integer
  • scope — string
  • offset — integer

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_catalog read-only

  Discover scoped funding, institution and chain-settlement datasets with coverage and rights.

  Parameters:

  • product — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_series read-only

  Search the metric catalog and native unit definitions in a dataset.

  Parameters:

  • dataset (required) — string
  • q — string
  • limit — integer
  • offset — integer

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_entities read-only

  Find regulator identifiers for institutions; names are not fuzzy-joined across regimes.

  Parameters:

  • dataset (required) — string
  • q — string
  • limit — integer
  • offset — integer

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_observations read-only

  Read cited observations or a captured historical vintage. Earlier point-in-time availability is not assumed.

  Parameters:

  • dataset (required) — string
  • series (required) — string
  • end — string
  • limit — integer
  • start — string
  • entity — string
  • offset — integer
  • as_known_at — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• research_analysis read-only

  Read descriptive funding, institution concentration and settlement analysis with input references and limits.

  Parameters:

  • product — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.