Skip to main content
Glama
Sign In

ARBITER

by fyi.grip
OverviewDiscussionsAdmin

arbiter_embed

Paid ARBITER deterministic persistent machine representation. Use when a caller needs representations of supplied text for storage, indexing, retrieval, clustering, reuse, or later comparison. Use arbiter_compare instead when an explicit finite candidate field needs ordering now. texts is one or more supplied strings. Returns MCP text content containing the JSON result from POST /v1/embed. Does not store, retrieve, update, delete, or rank records. Deterministic for identical inputs and engine state. Price: $0.01 USDC on Base per call. MCP identity: fyi.grip/arbiter.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "texts": "<texts>"
    },
    "name": "arbiter_embed"
  }
}

Input Schema

NameRequiredDescriptionDefault
textsYesOne or more supplied text values to convert into deterministic persistent machine representations.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / texts / description
      Added value: +"One or more supplied text values to convert into deterministic persistent machine representations."
    • removedInput schema / properties / use_freq
      Removed value: -{
-  "type": "boolean"
-}
  2. First observed

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden, and it performs well. It discloses that the tool is paid, deterministic under identical inputs and engine state, does not store/retrieve/update/delete/rank records, and returns MCP text content containing JSON. It even states the exact price. This is far above baseline transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured and each sentence carries useful information, including usage, non-behaviors, determinism, and cost. The 'MCP identity: fyi.grip/arbiter' line is arguably extraneous, but it does not detract much. It is dense but not bloated.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one parameter, no annotations, and no output schema, the description is remarkably complete. It explains the return format, cost, deterministic behavior, what it does not do, and how it differs from the sibling. No critical operational information appears to be missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Since schema description coverage is 100%, the baseline is 3, and the description's added value is limited. It confirms that texts is 'one or more supplied strings', but this mostly restates the schema. No additional semantics like encoding, length limits, or formatting rules are provided.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states that the tool converts supplied text into deterministic persistent machine representations, explicitly references the POST /v1/embed endpoint, and distinguishes itself from the sibling arbiter_compare. This gives the agent a precise operational picture and prevents confusion between the two tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use guidance: use this tool when representations are needed for storage, indexing, retrieval, clustering, reuse, or later comparison, and use arbiter_compare instead when ordering a finite candidate field is needed now. This is direct, actionable routing guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All ARBITER toolsInspect
Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources