Aerostack vs Botpress
Bots need more than conversation.
Botpress is the leading AI chatbot platform. Here's how Aerostack compares when your bots need MCP tools, workflow orchestration, auth gates, and edge deployment.
MCP-native tool calling
vs custom actions only
Bot-to-bot delegation
vs single-bot flows
Edge-hosted (<50ms)
vs container-hosted
Detailed comparison
Capabilities Botpress doesn't have
| Feature | Aerostack | Botpress |
|---|---|---|
| Bot Platform | ||
| Multi-Channel (Discord/TG/WA/Slack) | ✓ | ✓ |
| LLM-Powered Responses | ✓ | ✓ |
| Knowledge Base / RAG | ✓ | ✓ |
| Visual Conversation Builder | ✓ | ✓ |
| Bot-to-Bot Delegation | ✓ | ✗ |
| MCP Tool Integration | ✓ | ✗ |
| Workflow & Orchestration | ||
| General-Purpose Workflow Engine | ✓ | partial |
| Auth Gate (Identity Verification) | ✓ | ✗ |
| Human Handoff (Approval Flow) | ✓ | partial |
| Agent Endpoints (REST API) | ✓ | ✗ |
| Infrastructure | ||
| Edge Deployment (<50ms) | ✓ | ✗ |
| 8/8 Native Primitives | ✓ | ✗ |
| Multi-Language SDK | ✓ | ✗ |
| Self-Hostable | ✗ | partial |
Single bot vs agent teams
Botpress runs one bot per flow. Aerostack enables teams of specialized bots that delegate to each other.
Where Aerostack wins
MCP Tool Access
Bots call any MCP tool in your workspace — Stripe, GitHub, your database, anything. Botpress uses custom action integrations only.
Bot-to-Bot Delegation
Specialist bots hand off to each other with full context. Triage bot routes to billing bot, which routes to escalation bot. Botpress runs single-bot flows.
Identity & Approval
Auth gates verify who the user is before sensitive actions. Human handoff nodes pause for approval. Botpress has basic handoff only.
Edge-Hosted
Sub-50ms cold starts on Cloudflare's global edge. No containers to manage. Botpress runs in containers with higher latency.
Where Botpress wins
Honest comparison. Botpress is purpose-built for chatbot experiences.
Purpose-built for chatbots
Deep chatbot builder with conversation design tools, testing, and analytics purpose-built for bot experiences.
Visual conversation designer
Drag-and-drop conversation flow designer specifically optimized for multi-turn chat experiences.
NLU training tools
Built-in NLU training, intent management, and entity extraction for conversation understanding.
Large marketplace
Extensive plugin and integration marketplace for adding capabilities to your bots quickly.
When to choose each
Both are strong bot platforms. The choice depends on what your bots need to do.
Choose Aerostack if…
- Your bots need to call MCP tools and access workspace services
- You want bot-to-bot delegation with context preservation
- You need identity verification and human approval mid-conversation
- You want edge performance for globally distributed bot deployments
- You need general-purpose workflow orchestration beyond conversation
Choose Botpress if…
- You need a purpose-built chatbot design experience
- Your team wants NLU training tools and intent management
- You need the largest selection of pre-built bot integrations
- Your bots are primarily conversation-focused, not workflow-driven
- You want self-hosting options (Botpress v12)
Build smarter bots with MCP tools.
Related features
Frequently Asked Questions
How is Aerostack different from Botpress?
Botpress is a chatbot platform. Aerostack gives bots MCP tool access, multi-step workflow orchestration, identity verification, and human approval handoffs — features Botpress lacks.
Does Botpress support WhatsApp and Telegram?
Botpress supports multiple channels. Aerostack also supports Telegram, Discord, WhatsApp, and Slack with visual workflow editors for each.
Can Aerostack bots call external APIs like Botpress?
Yes. Aerostack bots can call any MCP-compatible tool, HTTP endpoint, or function in your workspace, with structured tool responses back to the conversation.
Does Botpress have human handoff support?
Botpress has basic handoff. Aerostack human handoff is a first-class workflow node that pauses execution and requires explicit approval before proceeding.
Is there a Botpress migration path to Aerostack?
Yes. Contact the Aerostack team for bot migration assistance. Most Botpress conversation flows can be rebuilt in Aerostack visual workflow editor.