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Software Sausage Recipe Finder

Server Details

Find source-linked AI tool recipes and retrieve complete, reproducible run kits.

If you are the author of this connector, you can claim ownership with GitHub, an HTTP challenge, or a DNS record. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.7/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have clearly distinct purposes: one finds agent workflows, the other searches for software. There is no overlap or ambiguity in their functions.

Naming Consistency5/5

Both tools follow a consistent verb_noun pattern (find_agent_recipes, search_software), making the naming uniform and predictable.

Tool Count3/5

With only two tools, the server feels thin for a 'recipe finder' scope, though each tool serves a distinct primary function. More tools (e.g., listing categories) might be expected, but the count is not completely unreasonable.

Completeness4/5

The tools cover the core search/find operations for the domain, but there are minor gaps such as lack of ability to browse all recipes or filter beyond the provided search functionality. The read-only nature is clear, and no obvious dead ends exist for the stated purpose.

Available Tools

2 tools
find_agent_recipesFind agent workflow recipesB
Read-only
Inspect

Find read-only, job-focused agent workflows with roles, checks, safety boundaries, source links, and a complete MCP resource URI.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYes

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already provide readOnlyHint=true and openWorldHint=falseas false, so the description correctly aligns. It adds the behavioral trait of being read-only ('read-only') and mentions the completeness of search results (complete MCP resource URI), which adds some value. However, it does not detail the output format or how results are ordered, but with the annotation coverage, this is acceptable.

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 a single, well-structured sentence that is front-loaded with the key action 'Find' and resource 'agent workflows', then lists the relevant attributes. No waste, and it provides maximum information in minimal space.

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?

Given the tool's complexity (single parameter, no output schema, read-only annotation), the description covers the essential aspects: the purpose, the content of the results, and the read-only nature. It omits details like pagination or error handling, but these are not critical for a read-only search. However, the missing parameter semantics holds it back from a perfect score.

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

Parameters2/5

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

Schema description coverage is 0%, meaning the schema only provides the parameter name and constraints (string, maxLength 120). The description does not explain what 'query' should contain beyond being a search term. It does not specify examples, syntax, or how the query relates to the workflow attributes mentioned. The description fails to compensate for the lack of schema documentation.

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?

The description clearly states the purpose: finding read-only, job-focused agent workflows. It specifies key attributes (roles, checks, safety boundaries, source links, MCP resource URI) which helps the agent understand what the result will contain. It does not explicitly differentiate from the sibling tool 'search_software', but the specificity of 'agent workflows' provides reasonable distinction.

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 when to use this tool (when looking for agent workflow recipes) but does not provide explicit guidance on when not to use it or mention the alternative 'search_software'. The phrase 'job-focused' gives some context but lacks exclusions or selection criteria.

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

search_softwareSearch software optionsA
Read-only
Inspect

Find commercial and open-source software options from the Software Sausage editorial catalog. Results are not paid rankings.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYes

TDQS

A3.6/5.0
Behavior3/5

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

The readOnlyHint and openWorldHint annotations already communicate safety and scope. The description adds useful context by stating the source is an editorial catalog and that results are not paid rankings, but it does not cover potential limitations, rate limits, result breadth, or further behavioral details.

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?

Two concise, front-loaded sentences state the core purpose in the first sentence and a key trust/authority caveat in the second. There is no extraneous text, and the message is easily scanned by an agent.

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?

For a single-parameter, read-only search tool, the description is adequate, but with no output schema it does not clarify the result format or whether results are a list, a set of matching options, or structured metadata. The caveat about editorial rankings helps, but an agent is still left to infer some return behavior.

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

Parameters2/5

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

With 0% schema description coverage, the description carries the burden of explaining the 'query' parameter, but it only broadly implies that the query should describe the software being sought. It does not specify match behavior, search scope, ordering, or example inputs, leaving the parameter semantics under-specified.

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 uses a specific verb 'Find' and defines the resource as 'commercial and open-source software options' from the 'Software Sausage editorial catalog'. This is clearly distinct from the sibling tool find_agent_recipes, and the provenance ('editorial catalog') narrows the intent.

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 the tool is for discovering software options in an edited catalog, but it does not state when to prefer it over find_agent_recipes or provide any explicit exclusions. 'Results are not paid rankings' adds context, but there is no when-to/not-to guidance.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedfind_agent_recipes
    • First observedsearch_software

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