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MiniMax-AI/Mini-Agent

Mini-Agent

A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents.

View on GitHub↗Upstream MiniMax-AI/Mini-Agent↗

Builder

MiniMax-AI

MiniMax-AI

MiniMax-AI • individual

Stars

2,681

Using upstream star count

Forks

399

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Oct 31, 2025

Project creation date

README Summary

**Mini Agent** is a minimal yet professional demo project that showcases the best practices for building agents with the MiniMax M2.5 model. Leveraging an Anthropic-compatible API, it fully supports interleaved thinking to unlock M2's powerful reasoning capabilities for long, complex tasks.

Community Evaluation

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AI Dev Skills

Unmapped

Agent Architecture DesignAgent Execution PipelinesAI Agent OrchestrationConversational AILarge Language Model IntegrationProduction AI Systems

Tags

Agent Architecture DesignAgent Execution PipelinesAI Agent OrchestrationConversational AILarge Language Model IntegrationProduction AI SystemsAgent MemoryAnthropic / ClaudeClaudeContext EngineeringForkedKnowledge GraphLarge Language ModelsMCPPydanticPythonStructured Output

Taxonomy

AI Trends

Agentic AIAutonomous AgentsAI Agent Frameworks

category

AI AgentsFoundation ModelsRAG & Retrieval

Deployment Context

Self-hostedDevelopment Environment

Industries

Developer Tools

Modalities

Text

Skill Areas

Agent Architecture DesignAI Agent OrchestrationProduction AI SystemsAgent Execution PipelinesConversational AILarge Language Model Integration

tag

Agent MemoryAnthropic / ClaudeClaudeContext EngineeringForkedKnowledge GraphLarge Language ModelsMCPPydanticPythonStructured Output

Use Cases

Agent System DevelopmentAI Agent PrototypingEducational Agent ImplementationAgent Architecture Learning

Recent Activity

Updated 3 months ago

7 Days

0

30 Days

0

90 Days

0

Merge pull request #57 from joshleblanc/patch-3

akai • Feb 14, 2026

d76a4f6

Merge pull request #56 from joshleblanc/patch-2

akai • Feb 14, 2026

3ce94b0

Merge pull request #52 from mo-silent/main

akai • Feb 14, 2026

24812a3

Quality

prototype
Quality
medium
Maturity
prototype

Categories

Foundation ModelsPrimaryRAG & RetrievalAI AgentsEdge & Mobile AI

PM Skills

AI-Native ArchitectureDeveloper PlatformProduct Discovery

Languages

Python100.0%

Timeline

Project created
Oct 31, 2025
Forked
Mar 22, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Feb 14, 2026

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