Skip to main content
Glama

list_knowledge_base_chunks

List chunks in a knowledge base with pagination and optional search to find specific content.

Instructions

List chunks stored in a knowledge base with optional pagination and search.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number
limitNoChunks per page
searchNoOptional search query
kb_nameYesKnowledge base name
Behavior2/5

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

No annotations are provided, so the description carries the full burden. 'List' implies read-only, but the description does not explicitly state behavior (e.g., that the tool does not modify data, what happens if kb_name is invalid, or any rate limits).

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?

The description is a single sentence that is concise and front-loaded with the purpose. No wasted words, but it could be slightly expanded to cover return values or usage tips.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description should explain what the tool returns (e.g., list of chunks with properties). It does not mention return format, error handling, or pagination behavior beyond indicating it's optional. This is insufficient for a tool with four parameters and no output schema.

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?

The input schema has 100% description coverage, so the baseline is 3. The description adds 'with optional pagination and search' which reinforces the roles of page/limit/search parameters, but does not add new information beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('List') and resource ('chunks stored in a knowledge base'), and mentions optional pagination and search. However, it does not differentiate from the sibling tool 'preview_knowledge_base_chunks', which may have overlapping functionality.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives, such as 'preview_knowledge_base_chunks' or other listing tools. There is no mention of prerequisites (e.g., the knowledge base must exist) or when to use pagination/search.

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/nobrainer-tech/langflow-mcp'

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