Comparison
codeinterpreter-api vs shell_gpt
Verdict
Pick codeinterpreter-api if codeinterpreter-api is an open-source tool for interfacing with ChatGPT's Code Interpreter, supporting local experiments and deployments with Python; pick shell_gpt if shellGPT is an AI-driven CLI utility using LLMs for task efficiency with OpenAI support.
Markdown twin · codeinterpreter-api alternatives · shell_gpt alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | codeinterpreter-api | shell_gpt |
|---|---|---|
| Maintenance | Dormant (682d since push) As of Sep 20, 2026 · github_public_v1 | Steady (79d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- codeinterpreter-api
- Open source implementation of the ChatGPT Code Interpreter
- shell_gpt
- A command-line productivity tool powered by AI large language models
Stars
- codeinterpreter-api
- 3.8k
- shell_gpt
- 12k
Forks
- codeinterpreter-api
- 387
- shell_gpt
- 977
Open issues
- codeinterpreter-api
- 71
- shell_gpt
- 121
Language
- codeinterpreter-api
- Python
- shell_gpt
- Python
Adopt for
- codeinterpreter-api
- codeinterpreter-api is an open-source tool for interfacing with ChatGPT's Code Interpreter, supporting local experiments and deployments with Python.
- shell_gpt
- ShellGPT is an AI-driven CLI utility using LLMs for task efficiency with OpenAI support.
Persona
- codeinterpreter-api
- -
- shell_gpt
- -
Runtime
- codeinterpreter-api
- -
- shell_gpt
- -
License
- codeinterpreter-api
- MIT License, permitting free use but without warranty or support directly from license holders.
- shell_gpt
- MIT
Last pushed
- codeinterpreter-api
- Nov 7, 2024
- shell_gpt
- Jul 2, 2026
Categories
- codeinterpreter-api
- AI Agents, LLM Frameworks
- shell_gpt
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- codeinterpreter-api
- Dormant (18%)
- shell_gpt
- Steady (60%)
Days since push
- codeinterpreter-api
- 682d
- shell_gpt
- 79d
Open issues (now)
- codeinterpreter-api
- 71
- shell_gpt
- 121
Stars delta
- codeinterpreter-api
- -2 (30d)
- shell_gpt
- +52 (30d)
Open issues delta
- codeinterpreter-api
- +1 (30d)
- shell_gpt
- +3 (30d)
Full report
- codeinterpreter-api
- Trust report
- shell_gpt
- Trust report
Shared compatibility
- OpenAI API · codeinterpreter-api: OpenAI API · shell_gpt: OpenAI API
- Python · codeinterpreter-api: Python runtime · shell_gpt: Python runtime
Choose codeinterpreter-api if…
- Tags unique to codeinterpreter-api: code-interpreter, langchain.
- Also covers AI Agents.
- Need an open-source interface for ChatGPT Code Interpreter to conduct Python-based local experiments.
When NOT to use codeinterpreter-api
- Require full customization beyond what the open-source community provides.
- Already committed to a different ecosystem that doesn't align well with this specific API implementation.
Choose shell_gpt if…
- Tags unique to shell_gpt: cli, commands, productivity, python.
- Also covers Inference & Serving.
- shell_gpt ships Docker support for self-hosted deployment.
- When requiring integration with the OpenAI API for advanced CLI tasks
When NOT to use shell_gpt
- Avoid if seeking a tool optimized for local-only models like Ollama, which are not fully supported
- Not ideal for those aiming to avoid costs associated with the OpenAI API usage fees
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (shroominic/codeinterpreter-api) · observed Sep 20, 2026
- GitHub forks (shroominic/codeinterpreter-api) · observed Sep 20, 2026
- Last push (shroominic/codeinterpreter-api) · observed Nov 7, 2024
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (TheR1D/shell_gpt) · observed Sep 20, 2026
- GitHub forks (TheR1D/shell_gpt) · observed Sep 20, 2026
- Last push (TheR1D/shell_gpt) · observed Jul 2, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: codeinterpreter-api 3.8k · shell_gpt 12k (synced Sep 20, 2026).
Common questions
- What is the difference between codeinterpreter-api and shell_gpt?
- codeinterpreter-api: Open source implementation of the ChatGPT Code Interpreter. shell_gpt: A command-line productivity tool powered by AI large language models. See the comparison table for live GitHub stats and shared categories.
- When should I choose codeinterpreter-api over shell_gpt?
- Choose codeinterpreter-api over shell_gpt when Tags unique to codeinterpreter-api: code-interpreter, langchain; Also covers AI Agents; Need an open-source interface for ChatGPT Code Interpreter to conduct Python-based local experiments.
- When should I choose shell_gpt over codeinterpreter-api?
- Choose shell_gpt over codeinterpreter-api when Tags unique to shell_gpt: cli, commands, productivity, python; Also covers Inference & Serving; shell_gpt ships Docker support for self-hosted deployment; When requiring integration with the OpenAI API for advanced CLI tasks.
- When should I avoid codeinterpreter-api?
- Require full customization beyond what the open-source community provides. Already committed to a different ecosystem that doesn't align well with this specific API implementation.
- When should I avoid shell_gpt?
- Avoid if seeking a tool optimized for local-only models like Ollama, which are not fully supported Not ideal for those aiming to avoid costs associated with the OpenAI API usage fees
- Is codeinterpreter-api or shell_gpt more popular on GitHub?
- shell_gpt has more GitHub stars (12,287 vs 3,844). Stars measure visibility, not whether either tool fits your constraints.
- Are codeinterpreter-api and shell_gpt open source?
- Yes - both are open-source projects on GitHub (codeinterpreter-api: MIT, shell_gpt: MIT).
- Where can I find alternatives to codeinterpreter-api or shell_gpt?
- GraphCanon lists graph-backed alternatives at codeinterpreter-api alternatives and shell_gpt alternatives (codeinterpreter-api markdown twin, shell_gpt 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, codeinterpreter-api or shell_gpt?
- codeinterpreter-api: Dormant. shell_gpt: Steady. 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 codeinterpreter-api and shell_gpt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: codeinterpreter-api trust report; shell_gpt trust report.