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abhi-ramtel

mcp-overleaf-server

by abhi-ramtel

Update application tracker

update_tracker

Insert or update a row in the application tracker by company and position, preventing duplicate entries.

Instructions

Add or update a row in the application tracker sheet (output/applications.csv). Upserts on company+position so regenerating doesn't duplicate.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
notesNo
statusNogenerated | applied | interview | offer | rejected
companyYes
gitLinkNo
jobLinkNo
atsScoreNo
positionYes
jdSummaryNo
resumeFileNo
Behavior3/5

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

No annotations provided, so description must cover behavioral traits. It mentions upsert behavior and file path, but lacks details on side effects, permissions, or idempotency guarantees.

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 sentences, no fluff. Front-loaded with action, resource, and key behavior. Every sentence adds value.

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?

Despite 9 parameters and no annotations, the description is minimal. It covers core behavior but lacks details on return value, workflow integration, and parameter explanations.

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 11% (low). The description only adds meaning for company and position (upsert keys), leaving other parameters unexplained. Does not compensate for low coverage.

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 states the tool adds or updates a row in the application tracker CSV file, with upsert behavior on company+position. This distinguishes it from sibling tools like list_applications or get_master_cv.

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?

No explicit guidance on when to use this tool versus alternatives. The note about 'regenerating not duplicating' implies idempotency but doesn't provide context for choice.

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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