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comanda

comanda

Open Source(MIT)
Verified
AI-Native

Declarative AI Pipelines for the Command Line

Works offline
Global
Self-hostable
Function calling
Public API
+4
Last updated: Oct 20, 2026
Open Source
Visit Site330
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Quick Answer

AI

comanda is an open-source command-line interface for orchestrating AI agent workflows. It enables the definition and execution of multi-model and multimodal AI pipelines using declarative YAML configurations. Best for developers building production AI workflows or engineering teams replacing in-house orchestrators. Free and open source for self-hosting.

About comandaAI

comanda is an open-source CLI-native orchestrator for AI agent workflows, allowing developers to define, run, and improve AI pipelines in YAML. It supports multi-model and multimodal workflows, agentic loops, and integrates with various LLM providers and tools. Free and open source for self-hosting.

AI-extracted from public sources. May contain errors. Methodology · Report an error
What Makes comanda UniqueAI

Comanda is a pioneer in CLI-native agent orchestration, designed to run powerful AI models and workflows directly in terminals, repos, and CI/CD environments using declarative YAML, avoiding heavyweight framework abstractions.

Decision Intelligence

Best For

AI
Developers building production AI workflows
Engineering teams replacing in-house agent orchestrators
Teams needing declarative data processing workflows
Software engineers performing complex codebase analysis
Developers orchestrating local models in air-gapped environments
Teams comparing models across providers
Security teams automating dependency and vulnerability scanning
Developers building multimodal workflows across text, images, PDFs, and documents
Pricing Overview

Type

Open Source

Starting Price

$0/mo

Free Trial

No

Credit Card

Not Required

Free Plan

Yes

Dimension Scores

· 4.1 avg

How good it is, across universal quality axes

Ease of Use2/10
Customization7/10
Support5/10
Integration2/10
Compliance & Data Protection1/10
Performance5/10
Planning Quality7/10
AI-analyzed from product data·High confidenceHow we score

Task Scores

· 6.9 avg

What it can do, per category it works in · showing 8 of 10 tasks scoring 5+

Workflow Building9/10
Multi Step Chains9/10
Error Handling8/10
Conditional Logic8/10
Monitoring Logging8/10
Autonomous Execution8/10
Api Connectivity7/10
Action Library6/10

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Capabilities
Automation
Agent
Code
Code Review
Data Analysis
Search
Browsing
Memory
Categories
Automation Agents
Code Assistant
Data Analytics
Cybersecurity
Productivity
LimitationsAI
  • -Comanda Canvas (macOS app) requires a password for access
Fit Score

Complexity

Advanced

Company Size

Solo
Small
Medium
Enterprise

Team Size

Individual
Small Team
Large Team

Skill Level

Expert
Features
Define AI workflows in version-controllable YAML
Orchestrate multi-agent workflows with Claude Code, Codex, Gemini CLI, and Kimi Code
Agentic loops with iterative refinement and LLM-decided exit conditions
Self-improving loops that refine their own prompts between iterations
Improve existing YAML workflows from plain-English feedback
Live TUI dashboard for real-time workflow monitoring
Git worktree support for parallel agent tasks on the same repo
Parallel processing for concurrent workflow steps
Technical Capabilities
SDK Available (unknown)
MCP Compatible (unknown)
Multi-Agent
Human-in-Loop (unknown)
Team Features
Webhook Support (unknown)
Has Demo
Function Calling
Sandbox Mode (unknown)
Audit Logs
No Signup (unknown)
Works Offline
Requires Host App
Framework
MCP Server

Deployment

Self Hosted
MCP transport:
STDIO
A2A Protocol:
MCP
Developer Access
API
Public
REST
Compliance, Privacy & Trust
GDPR: No info available
SOC 2: No info available
HIPAA: No info available
Trains on user data: Unknown
Human review:
Recommended
Tech Specs
Max upload: Unlimited

The Model(s) Behind It

Model details — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.

Powered By
Connects to 21+ models
Bring your own model — use your own API key or endpoint
Supported Tools
Bash Tool (Terminal)
Text Editor Tool (File System)
RAG / Vector Search
Web Scraper
Pricing Plans
Free
Free

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User Reviews

No reviews yet. Be the first to review!

Platform, Content & Languages
5 content types
1 languages
CodeTextDocumentEnglish+15 more

Output Languages

English

Content Types

Code
Text
Document
Image
Data Visualization

Accepts

Text
Image
PDF
Code
URL
CSV
JSON
Document
API

Produces

Text
Code
JSON
Document
Languages: English

Frequently Asked Questions

Trust Score

—

Insufficient data

Not enough verifiable data to score yet

Confidence: High

Reflects publicly available data, not an independent audit

Compliance & Verified38/38
VerifiedYes
Open-source licenseMIT
Human ReviewYes
Reliability0/10

No published data

Company0/17

No published data

Health—

Not yet checked

AI-Assisted Data

Some details are AI-generated estimates — verify with the vendor.

AI-generated estimate: Best For, Description, Limitations, Quick Answer, Tagline, What Makes Unique

How we source data

AI Governance & Regulatory Disclosures

Legally-sensitive fields — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.

EU AI Act Risk Tier
Unclassified

Switching & Migration

Migration Difficulty
Moderate Effort
Data portable as:
JSON
MD
TXT
Support:
GitHub
Community
Quick Stats
MemoryLong Term
PlanningAdvanced
PlatformsCLI, Desktop, API
Launched2024
Setup TimeMinutes
VerifiedOct 2026
Company & Links