llm_wiki

Local LLM Wiki Workbench is an executable source-code package that combines an agent harness, a Markdown-based LLM Wiki, an MCP Tool server, and a browser viewer.

A first-time user can clone this repository, add one source file, generate a merge request, create or update a Wiki page, and verify the result in the viewer within 30 minutes.

What This Product Provides

• Harness: RULES.md, harness/CONTEXT.md, and skills/wiki-curator/SKILL.md
• LLM Wiki: raw/, wiki/, and schema/
• Visualization tools: tools/mcp_server.py and tools/viewer.py
• Browser viewer: static/index.html, static/app.js, static/styles.css
• Agent bridge: scripts/wiki_agent.py and scripts/agent_watch.ps1
• Demo proof: demo/wiki-viewer-demo.png

Install

• Python 3.10 or newer
• PowerShell or a compatible shell
• pypdf for PDF ingestion

If you only use .md or .txt raw sources, pypdf is not required at runtime. It is included because PDF ingestion is part of the default workflow.

Start the Viewer

• Left sidebar: Wiki page search and page list
• Center article view: selected Markdown Wiki page
• Right chat panel: Wiki Agent answer and source list

MCP Tool Server

Run the MCP Tool server entrypoint:

The server reads one JSON-RPC request from stdin and returns one JSON-RPC response on stdout. It supports the MCP tool flow:

• tools/list: list available tools
• tools/call: call one tool with arguments