Skip to main content
Glama

context_pull

Retrieve the current shared working state for a project segment, including open tasks, questions, decisions, and handoffs. Use this as the initial step to align with the project's latest context.

Instructions

Pull the current shared working state for a project segment (and its sub-segments). Call this FIRST, before doing anything on the project: it returns the open tasks, open questions, recent decisions/changes/notes, and your inbox of handoffs. Treat it as the current truth about where the work stands.

segment is a dotted path, e.g. "myproject" or "myproject/backend/auth"; a parent pulls all descendants. Treat status entries ("fixed"/"done") as CLAIMS to verify against git (see context_verify), not facts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
segmentNoproject

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations provided, so description bears full burden. It describes that the tool returns state data and that status entries are claims, but could be more explicit about being non-destructive (implied). No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with front-loaded purpose, then details. Slightly verbose but every sentence adds value; could be marginally tighter.

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 complexity and presence of an output schema, the description covers return contents, segment syntax, and interpretation of statuses. Complete enough for an agent to understand and use correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter 'segment' with schema having only type and default. Description compensates by explaining it's a dotted path, giving examples, and stating that parent pulls all descendants, adding significant meaning.

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 pulls the current shared working state for a project segment, listing specific outputs (open tasks, questions, etc.). It distinguishes from sibling tools like context_verify by noting that status entries are claims to verify.

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 instructs to call this FIRST before any other operation on the project. Provides guidance on treating status entries as claims and suggests verification with context_verify, giving clear usage context.

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/imsm/aionai'

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