AgentIndex icon
AgentIndex
FLUJO logo
FLUJO
★ 665
vs
ai-toolkit logo
ai-toolkit
★ 51

FLUJO vs ai-toolkit

FLUJO: FLUJO is an open-source, local-first platform designed for visually building and orchestrating private AI agents. It allows users to connect various AI models and applications, create agents as simple recipes or complex visual flows, and then interact with them, automate tasks, or integrate them into other software.; ai-toolkit: The Pipefy AI Toolkit is an open-source collection of developer tools, including an MCP server, a CLI, a GraphQL SDK, and agent skill playbooks. It enables AI agents to interact with Pipefy's platform through a rich set of 152 tools across various domains for workflow automation and data management.

01

TL;DR

FLUJO logo
FLUJOMulti-Agent · ★ 665

Developing custom AI assistants and chatbots for specific tasks or domains.

Read FLUJO full review →
ai-toolkit logo
ai-toolkitWorkflow Automation · ★ 51

AI Agent Integration: Connect AI agents (e.g., Cursor, Claude Code) to the Pipefy platform to perform operations.

Read ai-toolkit full review →
02

Side-by-Side Comparison

Field
FLUJO logoFLUJO
ai-toolkit logoai-toolkit
Category
Multi-Agent
Workflow Automation
Stars
★ 665
★ 51
License
MIT
Apache-2.0
Install Command
docker compose up --build
curl -fsSL https://raw.githubusercontent.com/pipefy/ai-toolkit/main/install.sh | sh -s -- --client cursor
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Visual Programming, Workflow Automation
AI Agents, Workflow Automation, CLI Tool
03

Features

FLUJO logoFLUJO
01Local-first security with encrypted storage for API keys and configurable network access.
02Connect to multiple AI providers (OpenAI, Anthropic, Google Gemini, Ollama) with guided setup and reusable connections.
03Visual agent builder supporting simple recipe-like steps or expert drag-and-drop flows with branching, loops, and subflows.
04Live execution view with a visual debugger and automation triggers for scheduled or event-driven agent runs.
05Facilitates multi-agent collaboration through shared conversations ("Meetings") where agents can work on tasks together.
ai-toolkit logoai-toolkit
01Model Context Protocol (MCP) Server: Exposes 152 tools to MCP clients like Cursor, Claude Desktop, and Claude Code.
02`pipefy` CLI: Provides terminal commands mirroring MCP capabilities for direct interaction and automation.
03Shared GraphQL SDK: Offers a vendor GraphQL client, services, and models.
04Agent Skill Playbooks: Catalog of Markdown playbooks for common Pipefy workflows, compatible with various AI agents.
05Extensive Tool Registry: Registers 152 tools across ten domains including Pipes & cards, Database tables, Reports, and Automations & AI.
04

Use Cases

FLUJO logoFLUJO
↳Developing custom AI assistants and chatbots for specific tasks or domains.
↳Automating repetitive tasks by integrating AI agents with external applications and data sources.
↳Orchestrating complex AI workflows that involve multiple models and conditional logic.
↳Creating autonomous systems like an AI-powered auto-responder for messaging platforms.
↳Enabling collaborative problem-solving among multiple AI agents within a shared conversational environment.
ai-toolkit logoai-toolkit
↳AI Agent Integration: Connect AI agents (e.g., Cursor, Claude Code) to the Pipefy platform to perform operations.
↳Workflow Automation: Automate common Pipefy workflows using agent skill playbooks or CLI commands.
↳Terminal-based Management: Manage Pipefy resources (pipes, cards, reports) directly from the command line.
↳Custom Tool Development: Build custom integrations or extend functionalities using the shared GraphQL SDK.
↳Observability & Reporting: Monitor logs, usage, and credits, or generate reports for Pipefy processes.
05

Best For

FLUJO logoFLUJO
Trending
ai-toolkit logoai-toolkit
—
FAQ

FAQ

What is the difference between FLUJO and ai-toolkit?
Both FLUJO and ai-toolkit are in the Multi-Agent category. FLUJO has 665 stars, while ai-toolkit has 51 stars.
Which is better, FLUJO or ai-toolkit?
The best choice depends on your use case. Choose FLUJO if Developing custom AI assistants and chatbots for specific tasks or domains., and ai-toolkit if AI Agent Integration: Connect AI agents (e.g., Cursor, Claude Code) to the Pipefy platform to perform operations..
Is FLUJO free or open source?
Yes, FLUJO is open source on GitHub (MIT).
Is ai-toolkit free or open source?
Yes, ai-toolkit is open source on GitHub (Apache-2.0).
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Related

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