North Mini Code

CohereMCP Tool CallReasoning

cohere/north-mini-code-1-0Open Weights

Cohere coding model for practical software engineering and agentic edits

Benchmark Pricing$0.00 / 1M in$0.00 / 1M out

Context: 256,000 tokens•Max Output: 64,000 tokens•Knowledge: 2025-09-23•Released: 2026-06-09

TECHNICAL SPECIFICATIONS

Context Window256,000256K tokens

Max Output64,00064K tokens

LicenseOpen SourceSelf-hostable

Input Modalities

Text

Function / Tool CallingSupported (MCP Ready)

Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ North Mini Code natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 256,000 tokens, this model can handle moderately large MCP tool definitions and multi-turn conversation logs comfortably.

STANDARDIZED BENCHMARKS & EVALS

SWE-Bench Verifiedresolved

67.6

SWE-Bench Proresolve rate

40.2

Artificial Analysis Intelligence Indexindex score

27.6

Artificial Analysis Coding Indexindex score

33.4

GDPval-AAwin rate

τ²-Bench Telecomsuccess rate

API CALL INVOCATION EXAMPLE

// Example: Calling North Mini Code via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.COHERE_API_KEY,
});

const response = await client.chat.completions.create({
  model: "cohere/north-mini-code-1-0",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);