Seiche, LiquiLens and Undertow source data

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io.github.beepboop2025/financial-source-datav1.1.0

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

Finance & Payments

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Call this server's tools from your browser. Nothing to install.

https://api.seiche.info/api/v2/research-data/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

research_analysis Read-only

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

productstring

Tools (8)

research_analysis

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

read-only

Argument	Type	Description
product	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "product": {
      "enum": [
        "seiche",
        "liquilens",
        "undertow"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

research_catalog

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

read-only

Argument	Type	Description
product	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "product": {
      "enum": [
        "seiche",
        "liquilens",
        "undertow"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

research_entities

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

read-only

Argument	Type	Description
q	string
limit	integer
offset	integer
dataset*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "dataset"
  ],
  "properties": {
    "q": {
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 10000,
      "minimum": 1
    },
    "offset": {
      "type": "integer",
      "maximum": 10000000,
      "minimum": 0
    },
    "dataset": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

research_observations

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

read-only

Argument	Type	Description
end	string
limit	integer
start	string
entity	string
offset	integer
series*	string
dataset*	string
as_known_at	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "dataset",
    "series"
  ],
  "properties": {
    "end": {
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 10000,
      "minimum": 1
    },
    "start": {
      "type": "string"
    },
    "entity": {
      "type": "string"
    },
    "offset": {
      "type": "integer",
      "maximum": 10000000,
      "minimum": 0
    },
    "series": {
      "type": "string"
    },
    "dataset": {
      "type": "string"
    },
    "as_known_at": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

research_series

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

read-only

Argument	Type	Description
q	string
limit	integer
offset	integer
dataset*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "dataset"
  ],
  "properties": {
    "q": {
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 10000,
      "minimum": 1
    },
    "offset": {
      "type": "integer",
      "maximum": 10000000,
      "minimum": 0
    },
    "dataset": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

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.

read-only

Argument	Type	Description
entity	string
series*	string
window	integer
dataset*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "dataset",
    "series"
  ],
  "properties": {
    "entity": {
      "type": "string",
      "maxLength": 150
    },
    "series": {
      "type": "string",
      "maxLength": 150
    },
    "window": {
      "type": "integer",
      "maximum": 260,
      "minimum": 1
    },
    "dataset": {
      "type": "string",
      "maxLength": 100
    }
  },
  "additionalProperties": false
}

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.

read-only

Argument	Type	Description
q	string
limit	integer
scope	string
offset	integer

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "maxLength": 150
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1
    },
    "scope": {
      "enum": [
        "dossiers",
        "rbi_registry"
      ],
      "type": "string"
    },
    "offset": {
      "type": "integer",
      "maximum": 10000000,
      "minimum": 0
    }
  },
  "additionalProperties": false
}

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.

read-only

Argument	Type	Description
product	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "product": {
      "enum": [
        "seiche",
        "liquilens",
        "undertow"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}