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Unite MCP server

Which servers in the official MCP registry are Unite's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-21

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Whose server it is
  • Registry namecom.unitebr.research/benchmarkverified in the MCP registry

The registry name sits under unitebr.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-21
  • Stateanswerschecked 2026-10-21
  • Tools3
  • Server calls itselfcom.unitebr.research/benchmark
  • Server version1.1.0
  • Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 232 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 6 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 6, the first on 2026-10-21
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
  • Answeredmeasuring6 of the 7 daily checks it takes to print a share
  • Median first answer157 ms
  • Space in an agent's context≈ 625 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results3 of 3 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • not sure · Find which past ad creatives drove sales
  • not sure · Check new creatives against past winners before spending on media
  • cannot · Generate brand-consistent videos, images and audio in one place

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-21
  • list_charts

    Find published Black Friday Brazil research charts by topic. Returns chart IDs, column labels, comparisons, periods and population. Use get_chart_data to retrieve the values.

  • get_chart_data

    Retrieve a published chart with its values, units, comparison, period, population, source and methodology. Values keep their Portuguese display formatting. Follow next_cursor for remaining rows.

  • get_citation

    Retrieve source, canonical URL, dates, methodology, interpretation limits and reuse terms. Optionally include a chart-specific comparison, period and population.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "benchmark": {
      "type": "http",
      "url": "https://research.unitebr.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http unitebr https://research.unitebr.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://research.unitebr.com/mcp as a custom connector in the settings.

OpenAPI spec

7 paths, read 2026-10-21. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.