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Harshith Nayaka L portfolio

Projects

list_projects
Read-onlyIdempotent

Every project in the portfolio with a one-line outcome, tags, status, links and its slug, optionally narrowed to one topic. Use the slug with get_case_study for the full write-up.

Input Schema

NameRequiredDescriptionDefault
topicNoOnly projects whose title, outcome or tags mention this, e.g. "RAG", "MCP", "WhatsApp", "multi-agent". Omit for every project.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, closed-world, so the safety profile is covered. The description adds genuine value beyond them by previewing the payload shape (one-line summary fields plus a slug) and noting the filter is optional. It doesn't mention ordering or result size, which is the only remaining gap.

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, front-loaded with the primary behavior and the returned fields, then the follow-up route. No filler or repetition.

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?

With no output schema, the description carries the burden of describing the response and does so by enumerating the per-project fields and the slug. Combined with annotations and a fully documented single parameter, an agent has everything needed to call it correctly.

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% and the schema already supplies examples ("RAG", "MCP") and the omit-for-all behavior. The description only restates "optionally narrowed to one topic," adding little beyond the structured field, so the baseline 3 applies.

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?

States a specific verb+resource (list every project) and enumerates the fields returned (one-line outcome, tags, status, links, slug). It also distinguishes itself from the sibling get_case_study, so an agent can route without opening either schema.

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?

"Use the slug with get_case_study for the full write-up" explicitly names the alternative and the condition that selects it, giving a clear list-vs-detail split. It stops short of a full when/when-not rule set, but the routing intent is unambiguous.

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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