# Thread: Your AI Agent Is Overpaying

1/
Claude Code makes 5-20 LLM calls per session.

Cursor? Same story. Codex? Same.

Every call hits a premium model. GPT-4. Claude Opus. You're burning money.

2/
Here's the pattern:

Agent asks: "What's the current time?" → calls GPT-4. 50 cents.
Agent asks: "Sum these two numbers" → calls GPT-4. 50 cents.
Agent asks: "Write me a sorting function" → calls GPT-4. 50 cents.

You're paying flagship prices for trivial work.

3/
A3M Router now has an MCP server.

MCP is the protocol your coding agent already speaks.

Plug it in. That's it. Your agent now routes requests to the right model automatically.

4/
Simple query → fast cheap model (Gemini Flash, GPT-4o-mini)

Complex reasoning → smart model (Claude Opus, GPT-4)

Code generation → code model (Claude Sonnet, GPT-4o)

Each call goes where it belongs.

5/
The results:

- 40% cost reduction on agent workflows
- Same or better output quality
- Zero change to your agent setup

One MCP config line. That's the only change.

6/
We use it on our own Claude Code sessions.

From $12/session to $7/session on our most complex tasks.

The MCP server is open source. Free. Plug and play.

GitHub: https://github.com/Das-rebel/adaptive-memory-multi-model-router
