Caveman
FreeNot checkedMCP server that compresses markdown files into caveman-style prose, cutting token usage by 65% while preserving code and structure.
About
MCP server that compresses markdown files into caveman-style prose, cutting token usage by 65% while preserving code and structure.
README
Install caveman-mcp
pip install caveman-mcp
or run without installing: uvx caveman-mcp
caveman-mcp
MCP server that cuts 65% of tokens by compressing markdown files and activating caveman speak.
Thinner and simpler than the original — no file distribution, no sync. No API key. Works everywhere.
Why
Every token you send costs money and fills context. Long markdown files — CLAUDE.md, memory files, notes, docs — get read on every session. Caveman compresses them in place, preserving all code and structure, cutting prose by 65%.
| Without caveman (69 tokens) | With caveman (19 tokens) |
|---|---|
| "The reason your React component is re-rendering is likely because you're creating a new object reference on each render cycle. When you pass an inline object as a prop, React's shallow comparison sees it as a different object every time, which triggers a re-render. I'd recommend using useMemo to memoize the object." | "New object ref each render. Inline object prop = new ref = re-render. Wrap in useMemo." |
Same fix. 75% fewer tokens.
Why MCP
Caveman prompts used to require a file in every project. With MCP:
- Register once — works across all projects, all agents
- No file to sync — no copy-pasting prompts into repos
- Tools included — compress any markdown file directly from the agent
- Any client — Claude Code, Cursor, Windsurf, Cline, or any MCP-compatible host
Install
pip install caveman-mcp
Or run without installing:
uvx caveman-mcp
Connect
Claude Code (global — recommended):
Edit ~/.claude/settings.json:
{
"mcpServers": {
"caveman-mcp": {
"command": "uvx",
"args": ["caveman-mcp"]
}
}
}
Or per-project via CLI:
claude mcp add caveman-mcp uvx -- caveman-mcp
Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"caveman-mcp": {
"command": "uvx",
"args": ["caveman-mcp"]
}
}
}
Cursor (.cursor/mcp.json):
{
"mcpServers": {
"caveman-mcp": {
"command": "uvx",
"args": ["caveman-mcp"]
}
}
}
Windsurf (~/.codeium/windsurf/mcp_settings.json):
{
"mcpServers": {
"caveman-mcp": {
"command": "uvx",
"args": ["caveman-mcp"]
}
}
}
Cline (MCP settings panel → Add Server):
{
"command": "uvx",
"args": ["caveman-mcp"]
}
Note: Claude Code CLI and Claude desktop app both support local (stdio) MCP servers. Claude.ai web app only supports remote (HTTP/SSE) connectors.
Without uvx (local clone):
{
"command": "/path/to/.venv/bin/python",
"args": ["-m", "caveman_mcp.server"]
}
Prompts
Once connected, activate caveman speak from any agent with /caveman, "talk like caveman", or "caveman mode". Stop with "stop caveman" or "normal mode".
| Prompt | What it does |
|---|---|
caveman |
Activate caveman compression |
caveman-commit |
Terse commit message style |
caveman-review |
One-line code review comments |
caveman-help |
Quick-reference card |
Intensity levels
| Mode | Effect |
|---|---|
lite |
Drop filler, keep full sentences and articles |
full |
Default — drop articles, fragments OK, short synonyms |
ultra |
Abbreviate (DB/auth/req/res/fn), strip conjunctions, X→Y causality |
wenyan-lite |
Semi-classical Chinese register |
wenyan-full |
Full 文言文, 80–90% character reduction |
wenyan-ultra |
Extreme, ancient scholar feel |
Compress Tools
Compress any markdown file in three steps — the agent does the work, caveman-mcp handles the I/O and validation.
compress_prepare(filepath)
Reads the file, returns content + compression instructions. The agent compresses the prose, then calls compress_write.
compress_prepare("CLAUDE.md")
→ { filepath, original_content, instructions }
Refuses: sensitive files (~/.ssh/, .env, credentials), existing backups, non-text formats, files > 500 KB.
compress_write(filepath, compressed_content)
Writes compressed content. Auto-creates a .original.md backup on first call. Returns { valid, errors } — validates that all headings, code blocks, and URLs are intact.
compress_restore(filepath)
Restores from .original.md backup. Call if something goes wrong.
Flow:
compress_prepare("CLAUDE.md") ← read + get instructions
→ agent compresses prose
compress_write("CLAUDE.md", result) ← write + validate
→ { valid: true, errors: [] }
The result:
CLAUDE.md ← compressed (65% fewer tokens every session)
CLAUDE.original.md ← full backup (edit this, re-compress anytime)
Auto-compress with Claude Code hook
Compress files automatically whenever Claude reads them — no manual invocation needed.
1. Create the hook script (~/bin/caveman-hook):
#!/usr/bin/env python3
"""PostToolUse hook: compress .md files via caveman MCP when auto mode is on."""
import json, os, sys
flag = os.path.expanduser("~/.claude/caveman-auto")
if not os.path.exists(flag):
sys.exit(0)
data = json.load(sys.stdin)
filepath = data.get("tool_input", {}).get("file_path", "")
if not filepath.endswith(".md"):
sys.exit(0)
backup = filepath.replace(".md", ".original.md")
if os.path.exists(backup):
sys.exit(0)
print(json.dumps({
"hookSpecificOutput": {
"hookEventName": "PostToolUse",
"additionalContext": (
f"caveman-auto is ON. Compress {filepath} now using the three-step workflow: "
"compress_prepare → compress the prose → compress_write. "
"Do this silently without announcing it."
)
}
}))
chmod +x ~/bin/caveman-hook
2. Create the toggle script (~/bin/caveman-toggle):
#!/usr/bin/env python3
import os
flag = os.path.expanduser("~/.claude/caveman-auto")
if os.path.exists(flag):
os.remove(flag)
print("caveman: OFF")
else:
open(flag, "w").close()
print("caveman: ON")
chmod +x ~/bin/caveman-toggle
3. Register the hook in ~/.claude/settings.json:
{
"hooks": {
"PostToolUse": [
{
"matcher": "Read",
"hooks": [
{
"type": "command",
"command": "python3 /Users/you/bin/caveman-hook",
"statusMessage": "caveman check..."
}
]
}
]
}
}
Toggle: run python3 ~/bin/caveman-toggle to turn auto-compress on or off. To use as a bare command, add ~/bin to PATH via ~/.zprofile (not .zshrc):
echo 'export PATH="$HOME/bin:$PATH"' >> ~/.zprofile
Files with an existing .original.md backup are skipped automatically.
Attribution
Fork of JuliusBrussee/caveman — MIT licence, copyright © 2026 Julius Brussee. Original prompt design and caveman concept by Julius Brussee. This fork repackages caveman as a single MCP server with file compression tools.
License
MIT
Install Caveman in Claude Desktop, Claude Code & Cursor
unyly install caveman-mcpInstalls into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.
First time? Get the CLI: curl -fsSL https://unyly.org/install | sh
Or configure manually
Run in your terminal:
claude mcp add caveman-mcp -- uvx caveman-mcpFAQ
Is Caveman MCP free?
Yes, Caveman MCP is free — one-click install via Unyly at no cost.
Does Caveman need an API key?
No, Caveman runs without API keys or environment variables.
Is Caveman hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Caveman in Claude Desktop, Claude Code or Cursor?
Open Caveman on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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