AI Tools

55 production-ready AI tools for automation, content processing, and development

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AI Tools

PraisonAI provides 55 production-ready AI tools organized into 7 clusters. Each tool can be used via CLI, Python SDK, or HTTP server.

Diagram

Output

Recipe Runner

Input

CLI Command

Python SDK

HTTP Server

Validate Input

Execute Tool

Generate Output

JSON Response

Artifact Files

Stream Events

Quick Start

bash
# Install
pip install praisonai praisonai-tools

# List all tools
praisonai recipe list

# Run a tool
praisonai recipe run ai-blog-generator --input '{"topic": "AI trends"}'

# Start server
praisonai serve recipe

Tool Clusters

Integration Models

Each tool supports 6 integration models:

ModelDescriptionBest For
Embedded SDKDirect Python importApplications, scripts
CLI InvocationCommand line executionAutomation, CI/CD
Local HTTP SidecarLocal server modeMicroservices
Remote RunnerManaged cloud executionProduction, scaling
Event-DrivenQueue/webhook triggersAsync workflows
Plugin ModeAgent tool integrationMulti-agent systems

Common Flags

FlagDescription
--inputJSON input string
--input-filePath to JSON input file
--out-dirOutput directory for artifacts
--jsonOutput as JSON
--streamEnable streaming (if supported)
--timeout-secRequest timeout

Output Contract

All tools return a consistent JSON structure:

json
{
  "ok": true,
  "run_id": "run_abc123",
  "recipe": "ai-blog-generator",
  "output": { /* tool-specific */ },
  "artifacts": [
    {"path": "output/blog.md", "type": "markdown"}
  ],
  "warnings": [],
  "error": null
}