Agent-native · Early access November 2026

Financial data infrastructure for agents and humans.

The ground truth for India and US capital markets. Filings, financials, ownership and every earnings call, with every number traced to its source filing and point-in-time to any date in history. Research on Mazrik, or plug your agents straight in over MCP, API and CLI.

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Preview

What was Reliance's FY2020 revenue, as of 3 March 2021?

resolve_company("Reliance") → RELIANCE · 500325 · INE002A01018
search_filings(type="annual_report", fy=2020) → NSE, BSE
get_facts(statement="P&L", basis="consolidated")
as_of="2021-03-03" → later restatements excluded

Revenue from operations · FY2020 · consolidatedValues unlock at launch

₹crore

Annual report 2019–20 As of 3 Mar 2021 Consolidated P&L

Agent-nativeMCP · API · CLI, one typed schema

Point-in-timeZero look-ahead bias

Primary-source onlyFull provenance chainPoint-in-time, zero look-aheadImmutable revision historyMCP-native

Full-stack coverage

The company, its market, and the economy around it.

Earnings calls

Hear every call. Cite every word.

Every Indian earnings call, recorded and transcribed, split by speaker and time-stamped. Ask your agent what management promised last year and get the exact quote back, with the minute it was said.

Recordings and transcriptsAudio and text for every call, side by side.
Speaker by speakerCEO, CFO and every analyst question, separated.
Quotable by agentsEvery answer cites the call, the speaker and the timestamp.

Q3 FY25 earnings callSample company · NSE

Transcribing

Moderator13:48
The next question is from the line of an analyst at a domestic brokerage.
Analyst13:55
Could you give us a sense of capex for next year, and how it will be funded?
CFO14:32
We expect capex of about ₹ 00,000 crore in FY26, funded largely from internal accruals.
CEO15:10
And we remain committed to the margin guidance we gave at the start of the year.

Agent cited

“We expect capex of about ₹ 00,000 crore in FY26…”

CFOQ3 FY25 call · 14:32Transcript · p. 7

The data chain

From exchange to agent, every link verified.

Not a wrapper on someone else’s feed. Mazrik runs its own pipeline, from the exchange’s file to your agent’s answer.

01CaptureEvery announcement, result, report and call recording, taken straight from the exchanges and regulators.

02ReadPDFs, XBRL and call audio parsed into typed rows, page by page and minute by minute.

03VerifyEvery value checked against its source and stored point-in-time. Revisions are added, never overwritten.

04ServeOne schema everywhere: the website, the API, MCP and the CLI.

One source of truth. Two interfaces.

Every number ships with its receipt.

Humans get deep stock pages and analysis. Agents get the same typed, machine-readable data, ready for tool calls, research pipelines, backtests and trading bots.

200GET /v1/facts?company=RELIANCE&period=FY2020 Sample · values unlock at launch

Metric	Period	Value	Source
Revenue from operations	FY2020 · consolidated	0,00,000 cr	Annual report 2019–20 · P&L
Net profit	FY2020 · consolidated	00,000 cr	Annual report 2019–20 · P&L
Promoter holding	Mar 2020 quarter	00.00 %	Shareholding pattern · NSE
Dividend per share	FY2020	₹ 0.0	Corporate action · BSE
Insider trades	Mar 2020 quarter	00 filings	Insider disclosures · NSE

{
  "company": { "symbol": "RELIANCE", "bse": "500325", "isin": "INE002A01018" },
  "facts": [
    { "field": "revenue_from_operations", "period": "FY2020", "basis": "consolidated",
      "value_inr_crore": 000000,
      "source": { "document": "annual_report_2019_20", "section": "consolidated_pnl" } },
    { "field": "promoter_holding_pct", "period": "2020-03-31",
      "value": 00.00,
      "source": { "document": "shareholding_pattern", "exchange": "NSE" } }
  ]
}

GET /v1/facts?company=RELIANCE&field=revenue_from_operations
        &period=FY2020&as_of=2021-03-03

{ "value_inr_crore": 000000,
  "as_of": "2021-03-03",
  "later_revisions": 0,
  "source": "annual_report_2019_20" }

GET /v1/documents/search?company=RELIANCE&q=capital expenditure plans

{ "results": [
  { "document": "annual_report_2023_24", "section": "management_discussion",
    "page": 000, "passage": "…………………………………" }
] }

Field	Unit	Value
revenue_from_operations	₹ crore	0,00,000
net_profit	₹ crore	00,000
eps_basic	₹ per share	00.00
promoter_holding_pct	%	00.00

Same field names and units for every company. No remapping.

GET /v1/financials?company=RELIANCE&period=annual

{ "revenue_from_operations": 000000,
  "net_profit": 00000,
  "eps_basic": 00.00,
  "promoter_holding_pct": 00.00,
  "unit": "inr_crore", "source": "…" }

Data catalogue

The full financial research stack, in one schema.

01Quarterly resultsEvery line of every result, as filed.company.results

02Annual reportsSearchable to the page.company.annual_reports

03XBRL financialsStatements in typed, comparable fields.company.financials

04Earnings callsRecordings and transcripts, by speaker.company.earnings_calls

05ShareholdingPromoters, institutions and the public.company.shareholding

06Insider tradesEvery disclosure by insiders.company.insider_trades

07Corporate actionsDividends, splits, bonuses and buybacks.company.corporate_actions

08GovernanceBoards, meetings and compliance filings.company.governance

09Prices and deliveryDaily prices with delivery volumes.market.prices

10F&O and derivativesFutures, options and currency contracts.market.derivatives

11Block and bulk dealsWho traded size, and when.market.deals

12The economyInflation, GDP, FPI flows and the macro calendar.economy.macro

Agent-native

Plug in your agent. A few lines.

Mazrik speaks MCP, so any agent that can call a tool can read the market. Same facts, same citations, no glue code.

ClaudeChatGPTCursorAny MCP client

mcp.json

{ "mcpServers": {    "mazrik": { "url": "https://mcp.mazrik.com" }} }✓ Connected to Mazrik> What did the CFO say about capex on the last call?→ search_calls(topic="capex", latest=true)→ cited: Q3 FY25 call · CFO · 14:32