MCP Ask-to-Code

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ask_autonomous_agent

Execute a coding task or answer a question using an autonomous agent that accesses files, runs tests, and analyzes logic.

Instructions

AUTONOMOUS AGENT: Solves a coding task or answers a question by running an internal agent. This tool has full access to the filesystem, can run tests, read files, and analyze logic.

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": {
      "question": "<question>"
    },
    "name": "ask_autonomous_agent"
  }
}

Input Schema

Name	Required	Description	Default
`question`	Yes

Output Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

First observedv0.1.2Jul 6, 2026

TDQS

A3.7/5.0

Behavior4/5

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

With no annotations, the description carries the full burden. It discloses that the tool has full filesystem access, can run tests, read files, and analyze logic. This alerts the agent to significant capabilities and potential risks, though it does not explicitly mention side effects or destructive actions.

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

Conciseness5/5

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

The description is two sentences with no extraneous information. The first sentence states the core function, and the second adds critical behavioral context. Every sentence serves a purpose.

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

Completeness4/5

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

For a tool with one parameter and an existing output schema, the description adequately covers purpose and behavioral traits. It is missing usage guidelines and parameter elaboration, but given the simplicity, it is mostly complete.

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

Parameters1/5

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

Schema description coverage is 0%, so the description must compensate for the single required parameter 'question'. The description provides no additional meaning, format, or constraints beyond the parameter name in the schema.

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 solves a coding task or answers a question by running an internal agent. It specifies the resource (coding tasks/questions) and action (solving/answering). No siblings exist, so differentiation is not needed.

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

Usage Guidelines3/5

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

The description implies usage for coding tasks and questions but provides no when-to-use or when-not-to-use guidance. While no siblings exist, there is no mention of alternatives or contexts where this tool is unsuitable.

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

Deploy Server

Other Tools

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