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Paparats: Local Semantic Code Search

List Projects

list_projects
Read-only

List indexed projects with chunk counts and languages, grouped by collection, optionally filtered by group, so users can see which repositories are available for semantic code search.

Instructions

List all indexed projects with metadata: chunk count and languages per project, grouped by collection. Use when the user asks 'what projects are indexed?', 'which repos are available?', or 'show me all projects'. Optionally filter by group name.

Input Schema

NameRequiredDescriptionDefault
groupNoSpecific group name, or omit to list all groups

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so safety is covered. The description adds useful context about result shape (grouped by collection, per-project metadata) but says nothing about pagination, ordering, or handling of empty results.

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?

Front-loaded with the core action and return content, followed by concrete usage triggers and the optional filter. No wasted sentences.

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 compensates by naming the returned metadata and grouping structure. For a zero-required-param read-only list tool, an agent has everything needed to invoke 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 description coverage is 100% and the single `group` param is already documented as 'omit to list all groups'. The description restates the optional filtering behavior without adding syntax or edge-case semantics, 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 indexed projects) and specifies what metadata is returned (chunk count, languages, grouped by collection). This clearly distinguishes it from siblings like delete_project, search_code, or arch_list.

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?

Gives explicit trigger phrases ('what projects are indexed?', 'which repos are available?') and the optional group filter. It doesn't name an alternative sibling for cases where the user wants search rather than enumeration, so it falls short of a 5.

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