Skip to main content
Glama

list_projects

List all indexed firmware projects with their statistics, including project ID, name, path, build system, symbol count, file count, and last indexed time. Use at session start to discover available projects.

Instructions

List all indexed firmware projects with their statistics.

Read-only. No side effects. Use at session start to discover available projects; use get_active_build for details on the currently active project.

Returns: list of dicts, each with: project_id, name, root_path, build_system, symbol_count, file_count, indexed_at, schema_version, current_schema, stale (bool), db (path to SQLite database file).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_rootNoProject root. Auto-detected if omitted. Pass to distinguish multiple indexed projects.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

No annotations are provided, so the description carries full burden. It explicitly states 'Read-only. No side effects,' and details the return format, which adds value beyond what structured fields might provide.

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 concise with no unnecessary words. Key information is front-loaded: purpose, then read-only nature, then usage guidance, then return format. Every sentence earns its place.

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?

Given the tool's simplicity (one optional parameter) and the presence of an output schema, the description fully covers purpose, usage, behavioral traits, and return format, making it complete for an agent.

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%, so baseline is 3. The description does not add additional meaning beyond the schema's parameter description for 'project_root'. The schema already explains auto-detection and disambiguation.

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 'List all indexed firmware projects with their statistics,' using a specific verb and resource. It distinguishes itself from the sibling tool 'get_active_build' by noting the latter is for details on the currently active project.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says 'Use at session start to discover available projects; use get_active_build for details on the currently active project,' providing clear context and an alternative.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/turbyho/fw-context-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server