# knowledge-server

> Use this tool when you need to efficiently retrieve specific information from vast technical documentation, such as OpenAPI specs and markdown files. The knowledge-server enables large language models (LLMs) to perform intelligent searches through semantic search and chunking, solving problems like information overload and lengthy document searches. It takes in natural language queries as input and outputs relevant, context-specific information, making it ideal for use cases where rapid access to technical knowledge is crucial.

Canonical page: https://skillsregistry.net/skills/bwarzecha-knowledge-server  
JSON: https://api.skillsregistry.net/v1/skills/bwarzecha-knowledge-server

## Description

Enables LLMs to search and retrieve information from large technical documentation (OpenAPI specs, markdown) via intelligent chunking and semantic search.

## Trust

- **Trust score (0–1):** 0.57
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ij8375gv8r)
- **Repository:** <https://github.com/bwarzecha/knowledge-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bwarzecha-knowledge-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bwarzecha-knowledge-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bwarzecha-knowledge-server/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt