Comparison
botpress vs agents-from-scratch
Verdict
Pick botpress if botpress is an open-source hub for building and deploying AI agents, including chatbots that integrate with LLMs like GPT. It offers TypeScript-based development, MIT-licensed projects, and a focused approach on ease of舱; pick agents-from-scratch if agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep.
Markdown twin · botpress alternatives · agents-from-scratch alternatives
GraphCanon updated 6d
vs
Trust & integrity
| Signal | botpress | agents-from-scratch |
|---|---|---|
| Maintenance | Very active (0d since push) As of 6d · github_public_v1 | Active (18d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 6d · github_public_v1 | Not a fork · Personal account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- botpress
- The open-source hub to build & deploy GPT/LLM Agents
- agents-from-scratch
- Build AI agents locally without relying on frameworks or cloud APIs.
Stars
- botpress
- 15k
- agents-from-scratch
- 954
Forks
- botpress
- 2.3k
- agents-from-scratch
- 240
Open issues
- botpress
- 48
- agents-from-scratch
- 3
Language
- botpress
- TypeScript
- agents-from-scratch
- Python
Adopt for
- botpress
- Botpress is an open-source hub for building and deploying AI agents, including chatbots that integrate with LLMs like GPT. It offers TypeScript-based development, MIT-licensed projects, and a focused approach on ease of舱
- agents-from-scratch
- agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies.
Persona
- botpress
- -
- agents-from-scratch
- -
Runtime
- botpress
- -
- agents-from-scratch
- -
License
- botpress
- MIT License
- agents-from-scratch
- MIT License: Permissive licensing allowing free use and distribution for both commercial and non-commercial purposes.
Last pushed
- botpress
- Aug 14, 2026
- agents-from-scratch
- Jul 25, 2026
Categories
- botpress
- AI Agents, Developer Tools
- agents-from-scratch
- AI Agents, Developer Tools
Trust and health
Maintenance
- botpress
- Very active (96%)
- agents-from-scratch
- Active (82%)
Days since push
- botpress
- 0d
- agents-from-scratch
- 18d
Open issues (now)
- botpress
- 48
- agents-from-scratch
- 3
Stars delta
- botpress
- +85 (30d)
- agents-from-scratch
- Unknown
Open issues delta
- botpress
- +26 (30d)
- agents-from-scratch
- Unknown
Owner type
- botpress
- Organization
- agents-from-scratch
- User
Full report
- botpress
- Trust report
- agents-from-scratch
- Trust report
Choose botpress if…
- botpress is primarily TypeScript; agents-from-scratch is Python.
- Tags unique to botpress: agent, ai, botpress, chatbot.
- You need to build or update chatbots which leverage GPT/LLM technology effectively.
When NOT to use botpress
- You seek proprietary or closed-source development tools that offer custom enterprise features not available in open-source alternatives.
- If your project specifically requires languages other than TypeScript for bot development.
- When looking for a tool with more stringent version control, as once an integration is made public on Botpress Hub, it cannot be updated.
Choose agents-from-scratch if…
- agents-from-scratch is primarily Python; botpress is TypeScript.
- Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs..
- Tags unique to agents-from-scratch: agent-architecture, ai-agents, local-llm, no-framework.
- You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture.
When NOT to use agents-from-scratch
- You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks.
- If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (botpress/botpress) · observed Aug 15, 2026
- GitHub forks (botpress/botpress) · observed Aug 15, 2026
- Last push (botpress/botpress) · observed Aug 14, 2026
- License file (MIT) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pguso/agents-from-scratch) · observed Aug 12, 2026
- GitHub forks (pguso/agents-from-scratch) · observed Aug 12, 2026
- Last push (pguso/agents-from-scratch) · observed Jul 25, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: botpress 15k · agents-from-scratch 954 (synced Aug 15, 2026).
Common questions
- What is the difference between botpress and agents-from-scratch?
- botpress: The open-source hub to build & deploy GPT/LLM Agents. agents-from-scratch: Build AI agents locally without relying on frameworks or cloud APIs.. See the comparison table for live GitHub stats and shared categories.
- When should I choose botpress over agents-from-scratch?
- Choose botpress over agents-from-scratch when botpress is primarily TypeScript; agents-from-scratch is Python; Tags unique to botpress: agent, ai, botpress, chatbot; You need to build or update chatbots which leverage GPT/LLM technology effectively.
- When should I choose agents-from-scratch over botpress?
- Choose agents-from-scratch over botpress when agents-from-scratch is primarily Python; botpress is TypeScript; Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs.; Tags unique to agents-from-scratch: agent-architecture, ai-agents, local-llm, no-framework; You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture.
- When should I avoid botpress?
- You seek proprietary or closed-source development tools that offer custom enterprise features not available in open-source alternatives. If your project specifically requires languages other than TypeScript for bot development. When looking for a tool with more stringent version control, as once an integration is made public on Botpress Hub, it cannot be updated.
- When should I avoid agents-from-scratch?
- You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks. If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure.
- Is botpress or agents-from-scratch more popular on GitHub?
- botpress has more GitHub stars (14,869 vs 954). Stars measure visibility, not whether either tool fits your constraints.
- Are botpress and agents-from-scratch open source?
- Yes - both are open-source projects on GitHub (botpress: MIT, agents-from-scratch: MIT).
- Where can I find alternatives to botpress or agents-from-scratch?
- GraphCanon lists graph-backed alternatives at botpress alternatives and agents-from-scratch alternatives (botpress markdown twin, agents-from-scratch markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, botpress or agents-from-scratch?
- botpress: Very active. agents-from-scratch: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for botpress and agents-from-scratch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: botpress trust report; agents-from-scratch trust report.