activeing123/mcptoon

Source: https://github.com/activeing123/mcptoon

The problem

Every MCP-enabled conversation burns tokens on syntax, not data:

• Your agent connects to 5 MCP servers. Listing their tools: ~10,000 tokens of JSON.
• Your agent calls 20 tools. Each returns 500-3,000 tokens wrapped in {"content":[{"type":"text","text":"..."}]}.
• Total MCP overhead: 40,000-70,000 tokens before any actual thinking happens.

On a 128K context window, that’s 30-55% gone. Not on work. On syntax.

The solution

mcptoon is a CLI client that connects to any MCP server (stdio or HTTP) and outputs TOON (Token-Optimized Object Notation) instead of JSON.

Zero dependencies. Pure Python. 50KB. Works with every AI agent — Claude Code, Codex, OpenCode, Cursor, CatPaw, anything that runs shell commands.

Show me

JSON (287 tokens) — what every other MCP client returns:

[
  {"name": "search_web", "description": "Search the web for information",
   "inputSchema": {"type": "object", "properties": {"query": {"type": "string", "description": "Search query"}, "num_results": {"type": "number", "default": 5}}, "required": ["query"]}},
  {"name": "fetch_url", "description": "Fetch content from a URL",
   "inputSchema": {"type": "object", "properties": {"url": {"type": "string"}}, "required": ["url"]}}
]

TOON (5 tokens) — what mcptoon returns:

search_web fetch_url

98% reduction for tool discovery, 60% for full schema, zero information lost.

Quick start

pip install mcptoon

Zero dependencies. 50KB. Python 3.10+. Windows, macOS, Linux.

mcptoon init                          # Sample config: ~/.mcptoon/config.json
mcptoon add fetch --stdio npx -y @modelcontextprotocol/server-fetch
mcptoon manifest --toon               # -> fetch:fetch
mcptoon call fetch fetch '{"url":"https://example.com"}' --toon
mcptoon call fetch fetch '{"url":"https://example.com"}' --json   # when you need JSON

How TOON works

Output formats

Set MCPTOON_AGENT_TYPE=claude and every call auto-selects --toon.

vs. other MCP clients

Works with every agent

mcptoon is a CLI tool. If your agent can run shell commands, it can use mcptoon.

Configure MCP servers once in ~/.mcptoon/config.json. Every agent shares the same servers, the same tools, the same token savings.

Claude Code

export MCPTOON_AGENT_TYPE=claude   # auto-select --toon

# In ~/.claude/skills/mcp-tools/SKILL.md
Search the web: mcptoon call exa search '{"query":"AI news"}'
List available tools: mcptoon manifest --toon
Fetch a URL: mcptoon call fetch fetch '{"url":"https://example.com"}'

Codex (OpenAI)

# In AGENTS.md or system prompt
Use mcptoon to call MCP tools. It saves 60% tokens vs JSON.
- List tools: mcptoon manifest --toon
- Call a tool: mcptoon call <server> <tool> '{"args":"here"}' --toon

Python API

from mcptoon.client import MCPClient
from mcptoon.output import toon

with MCPClient(stdio=["npx", "-y", "@modelcontextprotocol/server-fetch"]) as c:
    tools = c.list_tools()
    print(toon(tools))         # compact TOON
    result = c.call_tool("fetch", {"url": "https://example.com"})
    print(toon(result))

Custom handlers — bypass MCP entirely

from mcptoon.router import register

@register("my-database", "db")
def handle_db(tool, args):
    if tool == "query":
        return {"rows": my_db.execute(args["sql"])}
    return None  # falls through to MCP

Config

# stdio (any npx MCP server)
mcptoon add fetch --stdio npx -y @modelcontextprotocol/server-fetch
mcptoon add github --stdio npx -y @modelcontextprotocol/server-github

# HTTP
mcptoon add myapi --http http://localhost:3001/mcp --header "Authorization: Bearer xxx"

Config lives at ~/.mcptoon/config.json. Project-level override at ./.mcptoon.json.

Safety

mcptoon blocks operations that match dangerous patterns (delete, drop, purge, wipe, kill, etc.) unless you pass --destructive.

$ mcptoon call db delete_table '{"name":"users"}'
Error [CONFIRMATION_REQUIRED]: Dangerous operation needs confirmation

$ mcptoon call db delete_table '{"name":"users"}' --destructive
# runs

Usage tracking

$ mcptoon usage
Total calls: 142
Success rate: 138/142
Tokens (est): 84,200

By server:
  fetch       89
  github      53

Stored locally at ~/.cache/mcptoon/usage.json. Never transmitted.

Architecture

src/mcptoon/
├── cli.py        # CLI entry + arg parsing
├── client.py     # MCPClient — stdio + HTTP transport
├── router.py     # Tool routing, custom handlers, safety checks
├── config.py     # Server config
├── manifest.py   # Tool discovery with cache
├── output.py     # TOON / JSON / compact rendering
├── cache.py      # Schema cache (5-min TTL)
├── usage.py      # Local usage tracking
└── errors.py     # Structured error envelopes

~1,700 lines total. Zero third-party imports.

Privacy

• No telemetry. No analytics, no crash reports, no phone-home.
• No credential storage. API keys pass through from your config or env vars.
• No dependencies. Pure Python stdlib. No supply chain to audit.

Found a vulnerability? Email [email protected]. See SECURITY.md.

License

Apache 2.0. See LICENSE and NOTICE.

Contributing

git clone https://github.com/activeing123/mcptoon.git
cd mcptoon
pip install -e . --no-build-isolation
pip install pytest pytest-cov
python -m pytest tests/ -v   # 98 tests, 0.09s

Zero dependencies is a hard rule. New features need tests. See CONTRIBUTING.md.