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baokhang83

fluencydrift-mcp

by baokhang83

fluencydrift-mcp

Available Tools

3 tools
check_driftA

Compare the repo's recorded architecture against reality and report structured drift findings.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4/5.0
Behavior3/5

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

No annotations are provided, so the description must carry the burden. It clearly implies a read-only comparison and reports findings, but does not explicitly state that it is non-destructive or describe any side effects. This is adequate but not rich behavioral disclosure.

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, front-loaded sentence that efficiently communicates the core action and output without unnecessary words.

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 zero-parameter tool with no output schema or annotations, the description adequately covers the core functionality. It could briefly elaborate on what 'structured drift findings' look like, but the statement is sufficient for an agent to understand the tool's purpose.

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?

The tool has zero parameters, so the baseline is 4. The description does not need to explain parameters, and the schema confirms no inputs are required.

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 ('Compare') and resource ('the repo's recorded architecture against reality') with a clear deliverable ('report structured drift findings'). It clearly distinguishes itself from sibling tools (list and explain) by describing a comparison/check operation.

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 purpose implies when to use it (when you need drift detection), but there is no explicit guidance on when to use this versus the sibling tools, nor any exclusions. It is implied rather than stated.

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

explain_recordA

Explain one architectural record by name.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesThe record's name (e.g. a concept's name).

TDQS

A3.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It does not disclose output format, behavior when the record is not found, or whether the operation is read-only. For a tool named 'explain', a read-only assumption is reasonable but not explicitly stated.

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 sentence that is front-loaded and free of any extraneous words. It states the action, target, and scope efficiently.

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 tool with one parameter and no output schema, the description is functional but minimal. It does not explain what the explanation contains, the return format, or error handling, leaving some ambiguity about the response.

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?

The input schema already fully describes the 'name' parameter with 100% coverage. The description's 'by name' adds no new semantics beyond reinforcing what the parameter is, so it provides no additional meaning beyond 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 uses a specific verb 'Explain' with a clear resource 'one architectural record' and a precise scope 'by name'. It distinguishes itself from siblings: list_architectural_records lists all records and check_drift checks drift, while explain_record focuses on a single record's explanation.

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 phrase 'by name' implies it is for explaining a specific record, but there is no explicit guidance on when to use this tool versus listing or checking drift. No alternatives are mentioned, so the usage context is implied rather than stated.

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

list_architectural_recordsA

List the fluencyloop-tracked repo's resolved architectural records (concepts, principles, decisions).

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It mentions the scope ('fluencyloop-tracked repo') and status ('resolved') but does not clarify whether the operation is read-only, any auth requirements, or the return format. The agent must infer safety and side effects solely from the verb 'List'.

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, front-loaded sentence with a clear verb and object. It contains no filler, redundancy, or unnecessary details, earning every word.

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?

With zero parameters and no output schema, the description is the sole source of context. It identifies the content (resolved architectural records with examples) but leaves ambiguity around what 'resolved' means and what the response structure looks like, which is a notable gap for a tool listing data.

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?

The input schema is empty with 0 parameters and 100% coverage, so there are no parameter semantics to describe. Baseline 4 applies since no additional parameter information is needed.

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 'List' and clearly identifies the resource as 'fluencyloop-tracked repo's resolved architectural records', including categories (concepts, principles, decisions). This distinguishes it from sibling tools like check_drift and explain_record, which perform different actions.

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 action 'List' implies the use case, but the description does not explicitly state when to use this tool over check_drift or explain_record, nor any exclusions or prerequisites. Usage is only implied by the verb, not explicitly guided.

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

TDQS

A4/5.0
Disambiguation5/5

Each tool serves a distinct function: listing all records, checking drift, and explaining a specific record. No overlapping purposes, so an agent can easily select the right tool.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with underscores: list_architectural_records, check_drift, explain_record. This is uniform and predictable.

Tool Count5/5

Three tools is a well-scoped size for a focused drift-checking utility. Each tool is essential and there is no bloat or sense of missing critical functionality.

Completeness5/5

For its stated purpose of monitoring architectural drift, the set covers the full workflow: list records to see what exists, explain a record to understand it, and check drift to identify mismatches from reality. No apparent gaps or dead ends.

Maintenance

ActivityMaintained
ResponsivenessSyncing

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