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DejaBars MCP server

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

read 2026-10-31

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Whose server it is
  • Registry namecom.dejabars/pattern-searchverified in the MCP registry

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

When we asked itchecked 2026-10-31
  • Stateanswerschecked 2026-10-31
  • Tools9
  • Server calls itselfdejabars
  • Server version1.0
  • Protocol version2025-06-18

On 2026-10-31 the server answered initialize and tools/list without a sign-in. First answer in 580 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 3 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 6 of 9 tools: check arguments before calling.

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: 3, the first on 2026-10-31
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer606 ms
  • Space in an agent's context≈ 940 tokensthe definitions of all its tools (9), which an agent carries on every turn
  • Tool definitionsB · 89 of 100
  • Typed results0 of 9 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 6 of 9

What an agent can do with it

  • not sure · sketch a chart shape and locate matching price history
  • not sure · rank matching price segments by similarity score
  • not sure · review matched charts with overlays and win rate statistics

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 (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). 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 offers9 tools · read 2026-10-31
  • agent_capabilities

    Return the tools, scopes, cost table and data coverage available to this session.

  • search_submit

    Submit a chart-pattern search. Returns a task id immediately; poll search_status/search_result. Idempotent per request within a session only by the caller's own retry discipline.

  • search_status

    Report whether a submitted search is running or complete. A completed search carries its match count and a report_url link to the full human-readable report.

  • search_result

    Return one page of a completed search's per-coin matches plus a report_url link to the full human-readable report. Heavy per-candle series are omitted unless include_series is true.

  • quota_status

    Return the account's remaining tokens so the agent can plan before spending.

  • list_coins

    List coins with trading statistics (signal strength, spread, win probability).

  • market_klines

    Fetch OHLC klines for one symbol and interval.

  • catalog_list

    List the authenticated user's saved patterns (public fields only).

  • catalog_save

    Save a pattern sketch to the user's library. Requires the catalog:write scope, which the user must grant at approval time.

How to connect

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

{
  "mcpServers": {
    "pattern-search": {
      "type": "http",
      "url": "https://dejabars.com/api/v1/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http dejabars https://dejabars.com/api/v1/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://dejabars.com/api/v1/mcp as a custom connector in the settings.

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.