# Unquant

> Financial data MCP for market, company, news, macro, and US Congress research.

- name: ai.unquant/unquant
- version: 3.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ai.unquant%2Funquant
- tools: https://api.protogrid.dev/v1/servers/ai.unquant%2Funquant/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "unquant": {
      "type": "http",
      "url": "https://unquant.ai/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% ~updated-77d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 28 of 28 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 5,804 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 28, about 5,804 tokens to load them all
- tool set hash: 5c64402775d65d26203c1f671f4c4a9a
- badge: [![protogrid quality](https://protogrid.dev/badge/ai.unquant/unquant.svg)](https://protogrid.dev/servers/ai.unquant/unquant)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://unquant.ai/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (28)

- `account_request_upgrade`: Create a human-reviewed Agent Pro request after Unquant delivers useful work. The result contains a confirmation link.
- `account_upgrade_status`: Return the current state of an Agent Pro request by upgrade identifier.
- `catalog_describe`: Return the purpose, access state, inputs, and next action for one catalog entry.
- `catalog_list`: List data, signals, tools, and workflows. Filter the catalog by the agent job, theme, item type, status, or geography.
- `catalog_preview`: Return a labeled preview for one catalog entry with optional symbols, dates, and filters.
- `catalog_request`: Save demand for a catalog entry after a preview, with the user goal and the preview action.
- `datasets_describe`: Return the schema, filters, limits, freshness, and access details for one dataset identifier.
- `datasets_list`: List available datasets with access, freshness, and coverage details for dataset selection.
- `datasets_search`: Search dataset identifiers, names, and descriptions with a plain-language financial-data query.
- `feedback_submit`: Save a product request for a missing tool, dataset, or feature. Examples include backtesting and options pricing. This request helps improve coverage.
- `macro_calendar`: Return economic events in chronological order for a date range, with optional country and impact filters.
- `macro_current_conditions`: Return generated themes for current United States macroeconomic conditions. The result includes its time and method version.
- `macro_indicator`: Return observations for one economic indicator, with optional dates for the observation period.
- `market_analyst_ratings`: Return the analyst rating consensus and recent rating changes for one ticker. The results are third-party opinions.
- `market_company_profile`: Return the company name, industry, exchange, market value, and basic profile fields for one ticker.
- `market_earnings`: Return reported or scheduled earnings events in a date range, with an optional ticker filter.
- `market_etf_holdings`: Return the largest reported holdings for one ETF, with an optional minimum weight filter.
- `market_fundamentals`: Return reported financial statements, ratios, and metrics for one company by quarterly or annual period.
- `market_price_history`: Return daily prices and volume for one ticker by date range or latest trading-session count.
- `market_quote`: Return the latest available end-of-day price and volume for one ticker. This tool does not return a real-time quote.
- `market_symbol_search`: Find ticker symbols by company name or ticker text for security identification.
- `news_article`: Return one processed news summary by story identifier. The tool does not return full article text or external links.
- `news_general`: Return recent cross-market news summaries with cursor pagination.
- `news_impacts`: Return generated direction, importance, and confidence scores for recent news about selected tickers. These scores do not establish causality.
- `news_stock`: Return recent news summaries for one ticker. The tool returns summaries and does not return full article text.
- `ping`: Return the Unquant MCP server status for an availability check.
- `politics_us_congress_aggregate`: Return ticker-level totals from reported United States congressional transactions. The totals do not show current holdings or intent.
- `politics_us_congress_trades`: Return reported United States congressional transactions. Filter by ticker, member, asset owner, or transaction dates.