Skip to main content
Glama

kb_ingest_doc

Ingest a markdown file into the knowledge base with automatic change detection and configurable chunking or summarization strategies.

Instructions

Ingest single markdown file into KB with change detection

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
doc_pathYesAbsolute path to markdown file
strategyNoIngestion strategy: full (one entry), chunked (by sections), summary (GPT summary)chunked
chunk_sizeNoMax tokens per chunk (chunked strategy only)
tagsNoAdditional tags
overwriteNoReplace existing KB entries from this doc
authorNoWho is ingesting (optional, defaults to None)
source_typeNoSource type for attribution (defaults to 'system' since ingestion is automated)system
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It mentions 'change detection' but does not explain how it works, error handling, or permissions. Minimal transparency beyond the schema parameters.

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?

Description is a single concise sentence that conveys the core purpose and a key feature (change detection). It is front-loaded and earns its place, though could be slightly expanded for clarity.

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?

Given 7 parameters and no output schema, the description lacks information about return values, error conditions, and prerequisites. It does not mention what happens after ingestion, making it incomplete for a complex tool.

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 parameters are fully documented. The description adds no extra meaning beyond the schema, achieving the baseline score of 3.

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?

Description clearly states 'Ingest single markdown file into KB with change detection', specifying the action, resource, target, and a distinguishing feature. This differentiates it from sibling tools like kb_ingest_dir (directory) and kb_add (add entry without file).

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 on when to use this tool versus alternatives (e.g., kb_ingest_dir for directories). No explicit 'when-not' or usage context provided, leaving the agent to infer from sibling names.

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/davidgut1982/lore-mcp'

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