mcp-server

beever-atlas: Build LLM Wiki

Get a conversation knowledge base with beever-atlas, for founders using large language models
intermediate30 minutes💵 Free + LLM API costs
443 stars47 forksPythonGuide quality 9/10Updated 8/12/2026100% free · open source
What it is

Build a conversation knowledge base using a large language model.

Real use case example

"A founder, Alex, wants to help her users with common queries. She sets up beever-atlas in 30 minutes and asks it to answer questions about their product. After a week, she adds 20 new answers and sees a 25% reduction in support tickets."

Best insideClaude DesktopClaude CodeGemini Code AssistGPT (ChatGPT)
When to use it
  • You need to manage a large corpus of conversational data from your chatbot or language model
  • You want to create a knowledge base that can be queried and updated dynamically
  • You're looking for a tool to help you analyze and understand user interactions with your language model
Ready-to-paste prompt
curl -X POST 'http://localhost:5000/api/v1/kb' -H 'Content-Type: application/json' -d '{"question": "What is the meaning of life?", "context": "philosophy"}'
Heads up: Make sure you have Python 3.8 or later installed, as Beever-atlas is not compatible with earlier versions of Python
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/beever-atlas && curl -fsSL https://workflowstacks.com/api/skills/beever-atlas/claude-skill -o ~/.claude/skills/beever-atlas/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions
Details
Creator
Beever-AI
Language
Python
Category
mcp-server
Published
4/21/2026

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