Skip to main content
Glama
Kirachon

Context Engine MCP Server

by Kirachon

Validate Content

validate_content
Read-onlyIdempotent

Validate content with deterministic and heuristic checks: balanced brackets, valid JSON, TODO detection, and automatic secret scrubbing.

Instructions

Run multi-tier validation on content.

Tier 1 (Deterministic):

  • Balanced brackets/braces

  • Valid JSON structure

  • Non-empty content

Tier 2 (Heuristic):

  • TODO/FIXME detection in code

  • Console statement detection

  • Hardcoded URL detection

  • Line length checks

Also scrubs secrets automatically (can be disabled).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentYesContent to validate
file_pathNoOptional file path for context
content_typeNoType of content for context-aware validationraw_text
scrub_secretsNoEnable secret scrubbing (default: true)
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint. The description adds that secret scrubbing is automatic and can be disabled, which is a behavioral trait. However, there is a potential contradiction: scrubbing secrets may imply modification, conflicting with readOnlyHint, but it could be interpreted as a pure transformation.

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 concise and well-structured with bullet points for the two tiers. Every sentence is informative and earns its place.

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

Completeness3/5

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

While the description thoroughly explains the tool's functionality, it does not mention what the tool returns (e.g., a validation report or success status). Given no output schema, this is a gap for completeness.

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 coverage is 100%, so each parameter already has a description. The description adds no additional meaning beyond listing the validation tiers, which do not map directly to parameters.

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 starts with 'Run multi-tier validation on content', specifying a clear verb and resource. It then details two tiers of checks, distinguishing it from sibling tools like 'run_static_analysis' or 'scrub_secrets' which focus on specific aspects.

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 general validation usage but does not explicitly state when to use this tool versus alternatives like 'run_static_analysis' or 'scrub_secrets'. No exclusions or context for selection are provided.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Kirachon/context-engine'

If you have feedback or need assistance with the MCP directory API, please join our Discord server