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Mistral FIM Completion

mistral_fim_completion
Read-only

Completes code between a given prefix and suffix using Codestral, filling the gap at the cursor position to finish partial code.

Instructions

Fill-in-the-Middle code completion using Codestral.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stopNoStop sequences
modelNoModel IDcodestral-latest
top_pNoTop P
promptYesCode before cursor
suffixNoCode after cursor
max_tokensNoMax tokens
min_tokensNoMin tokens
random_seedNoRandom seed
temperatureNoTemperature

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, openWorldHint=true, and idempotentHint=false. The description adds no behavioral context beyond those annotations, such as output determinism, rate limits, or whether returned code is applied anywhere.

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 a single efficient sentence with no filler, and the core operation is front-loaded. However, it is arguably too terse for a nine-parameter tool, leaving structural gaps rather than earning the highest conciseness score.

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

Completeness2/5

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

For a nine-parameter code generation tool with no output schema, the description is incomplete. It does not explain what is returned, how the prompt and suffix interact, or when to use this tool versus alternatives, leaving important context 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?

Schema description coverage is 100%, so all nine parameters are documented in the schema. The description adds no parameter meaning beyond what the schema already provides, making the baseline score of 3 appropriate.

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

Purpose4/5

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

States a specific verb and resource: 'Fill-in-the-Middle code completion using Codestral.' An agent can understand the core action, but the description does not distinguish this from sibling completion tools such as mistral_chat_completion or mistral_agents_completion.

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

Usage Guidelines2/5

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

No when-to-use guidance is provided. It does not say when FIM completion is preferable to chat completion or other completion tools, nor does it mention prerequisites or exclusions.

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