Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.
A 4-billion-parameter Gemma cannot solve SEND + MORE = MONEY. It's a classic cryptarithmetic puzzle — 8 unique digits, 5 columns, 4 carry values. A bare 4B model guesses randomly. It hallucinates digits. It loses track of carries after column 2.
Once Cotforce MCP is connected, these are the calls the assistant has available:
Example — The Example tool exposed by this serverScripts — The Scripts tool exposed by this serverTesting — The test suite uses Jest with ts-jest (ESM) and @slbdn/mcp-tester for MCP server integration testing:You will need 5 environment variables: MODE, API_BASE_URL, MODEL, MAX_RETRIES, TIMEOUT. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
@slbdn/cotforce-mcp on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| Success | structured CoT result. |
{
"mcpServers": {
"cotforce": {
"command": "node",
"args": [
"node_modules/@slbdn/cotforce-mcp/index.js"
],
"env": {
"MODE": "direct",
"API_BASE_URL": "http://localhost:1234/v1",
"MODEL": "gemma-4-e4b-it-mlx"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
| Variable | Description | Required |
|---|---|---|
| MODE | Declared in the maintainer’s client configuration. | Optional |
| API_BASE_URL | Declared in the maintainer’s client configuration. | Check documentation |
| MODEL | Declared in the maintainer’s client configuration. | Check documentation |
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Your assistant inside the workspace — read channels, search history, post messages and tame the noise.