MCP-first

Connect your agent.

We’re MCP-first. When public access opens, connecting is one config block — and every tool is built to be called correctly from its description alone, with REST underneath for everything that isn’t an agent.

How it fits together

One server. A namespaced tool surface. Self-describing responses.

The tools share one service layer, so the MCP and REST surfaces return byte-identical payloads — nothing an agent can reach on one surface is missing from the other. Tools are namespaced by category (stocks_*, macro_*) so the surface grows across categories without collisions, and each carries the bounds, error codes, and an example call in its own description.

What connecting will look like

Illustrative only — the public endpoint isn’t open yet, and shapes may change. Join early access to get a real endpoint.

[ .JSON ]mcp.servers

1{
"mcpServers": {
  "agent-datasets": {
    "type": "http",
    "url": "https://mcp.agentdatasets.example/mcp"
  }
}
8}

Drop-in for MCP clients such as Claude Desktop, Claude Code, and Cursor. The url above is a placeholder — you’ll get your real endpoint when early access opens.

The tools an agent gets

stocks_search_tickersResolve a company name to its ticker and CIK.

stocks_get_company_factsCompany profile and identifiers: name, CIK, exchange, sector.

stocks_get_income_statementsNormalized income statements (annual or quarterly), newest-first, bounded.

stocks_get_balance_sheetsNormalized balance sheets.

stocks_get_cash_flow_statementsNormalized cash-flow statements.

stocks_get_financial_metricsFundamental ratios computed server-side: margins, growth, returns, leverage.

stocks_get_sec_filingsSEC filing metadata with links to the source documents on sec.gov.

macro_search_seriesDiscover macro series by topic; returns each match’s series_key.

macro_get_seriesFetch a macro series by key (Treasury today; BLS and BEA planned).

Price and quote tools exist in the internal MVP but aren’t part of the public surface — they’re license-gated (see Data coverage).

Documentation

Full documentation is coming.

It will cover the response envelope, cursor-based pagination, the error taxonomy, and every tool’s parameters and bounds — so a model can decide whether and how to call a tool without leaving its context. Want early access to the docs and the endpoint?

Request early access