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KlausFreiberufler

DevFlow MCP Server

search

Find items across flows, tasks, and projects by keyword, title, or content. Filter results by type for precise discovery.

Instructions

Search across flows, tasks, and projects in DevFlow. Use this to find items by keyword, title, or content. Supports filtering by type (flow, task, project).

Returns matching items with their type, title, and a content snippet.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesSearch query string
typeNoOptional: filter results by type
Behavior4/5

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

With no annotations provided, the description transparently describes that the tool returns matching items with type, title, and content snippet, indicating a read-only operation without hidden behaviors.

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 three concise sentences, front-loaded with purpose, and every sentence adds value without redundancy.

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?

The description fully covers the tool's functionality given no output schema, explaining what is returned and that filtering is supported, making it complete for an agent to use.

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

Parameters4/5

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

Schema coverage is 100%, and the description adds meaning by explaining that q is a search query and type filters by entity types (flow, task, project), going beyond schema descriptions.

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 specifies the verb 'Search' across specific resources 'flows, tasks, and projects in DevFlow', and distinguishes it from sibling tools like wiki_search by indicating the broad scope.

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

Usage Guidelines4/5

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

The description states when to use ('find items by keyword, title, or content') and supports filtering by type, but does not explicitly mention when not to use or suggest alternative tools for more specialized searches.

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

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