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Search / io.github.beepboop2025/financial-source-data

Seiche, LiquiLens and Undertow source data

R0· no sign-in

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

v1.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust97of 100
Uptime, 30 days100%
Latency p50420 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "financial-source-data": {
      "type": "http",
      "url": "https://api.seiche.info/api/v2/research-data/mcp"
    }
  }
}
claude mcp add --transport http financial-source-data https://api.seiche.info/api/v2/research-data/mcp
[mcp_servers.financial-source-data]
url = "https://api.seiche.info/api/v2/research-data/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "financial-source-data": {
      "type": "remote",
      "url": "https://api.seiche.info/api/v2/research-data/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "financial-source-data": {
      "type": "http",
      "url": "https://api.seiche.info/api/v2/research-data/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=financial-source-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLnNlaWNoZS5pbmZvL2FwaS92Mi9yZXNlYXJjaC1kYXRhL21jcCJ9"
}
{
  "servers": {
    "financial-source-data": {
      "type": "http",
      "url": "https://api.seiche.info/api/v2/research-data/mcp"
    }
  }
}
{
  "mcpServers": {
    "financial-source-data": {
      "httpUrl": "https://api.seiche.info/api/v2/research-data/mcp"
    }
  }
}
extensions:
  "financial-source-data":
    enabled: true
    name: "financial-source-data"
    type: streamable_http
    uri: "https://api.seiche.info/api/v2/research-data/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations8 of 8 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 922 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes2 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 922 tokens to load them all · tool set 11afd75320a4 · tools last changed 2026-10-02 · checked 2026-10-20 12:13 UTC

Tool changes

  • research_series_summaryadded

    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.

  • research_workspaceadded

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

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-24d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.seiche.info/api/v2/research-data/mcp streamable-httpnoneyes100%420 ms2025-11-252026-10-20

Tools (8)

research_analysisread-onlyRead descriptive funding, institution concentration and settlement analysis with input references and limits.
research_catalogread-onlyDiscover scoped funding, institution and chain-settlement datasets with coverage and rights.
research_entitiesread-onlyFind regulator identifiers for institutions; names are not fuzzy-joined across regimes.
research_observationsread-onlyRead cited observations or a captured historical vintage. Earlier point-in-time availability is not assumed.
research_seriesread-onlySearch the metric catalog and native unit definitions in a dataset.
research_series_summaryread-onlyAnalyze 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.
research_tracked_institutionsread-onlySearch the existing Indian dossier and RBI registry populations, retaining financial-evidence gaps and source clocks. Populations overlap and are not a global census.
research_workspaceread-onlyRead the same coverage, source freshness, gaps and descriptive overview as the website. Compare snapshot_id across REST/MCP; independent source clocks remain explicit.

Schemas: list_tools.

Also listed as

1 other active names share this repository: io.github.beepboop2025/liquilens

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Official server.json
{
  "name": "io.github.beepboop2025/financial-source-data",
  "title": "Seiche, LiquiLens and Undertow source data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.seiche.info/api/v2/research-data/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "repository": {
    "url": "https://github.com/beepboop2025/liquilens-mcp",
    "source": "github"
  },
  "websiteUrl": "https://liquilens.in/agents/#source-data",
  "description": "Funding histories, bank filings and settlement data with source receipts, units and capture clocks."
}