Skip to main content
Glama

export_to_weaviate

Export skills to Weaviate format for hybrid vector and BM25 search, enabling production-ready RAG applications.

Instructions

Export skill to Weaviate vector database format. Weaviate supports hybrid search (vector + BM25 keyword) with 450K+ users. Ideal for production RAG applications.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skill_dirYes
output_dirNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations and minimal description, the tool's behavioral traits are not disclosed. Important details like whether the export is incremental or overwrites existing data, required permissions, or the structure of the output are missing. The description focuses on Weaviate's capabilities rather than the tool's behavior.

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 short (three sentences) and front-loaded with the core action. However, the second and third sentences about Weaviate's hybrid search and user base are tangential and could be omitted for conciseness. Overall, it is reasonably efficient.

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

Completeness3/5

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

Given that the tool has only two parameters (one required) and an output schema exists (not shown), the description provides adequate high-level purpose. However, it lacks context on prerequisites, typical usage scenarios, and the nature of the output. For a simple tool, it is minimally complete but not comprehensive.

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

Parameters2/5

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

The input schema has no descriptions for its parameters (0% coverage), and the description does not explain what skill_dir and output_dir represent. For example, it does not clarify if output_dir is optional or what format the directories should be in. The description adds no meaningful semantic value beyond the schema's field names.

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 ('export') and resource ('skill to Weaviate vector database format'). However, it does not distinguish itself from sibling export tools like export_to_chroma or export_to_qdrant, which offer similar functionality for different vector databases.

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 over alternatives. The description mentions Weaviate's features but does not specify prerequisites, use cases, or situations where this tool is preferred. Sibling tools exist but are not differentiated.

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/yusufkaraaslan/Skill_Seekers'

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