Comparison
mcp-use vs marvin
Verdict
Pick mcp-use if the MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude; pick marvin if python-based ambient AI for agent and chatbot development with LLM interaction, Apache-2.0 licence.
Markdown twin · mcp-use alternatives · marvin alternatives
GraphCanon updated 1w
Trust & integrity
| Signal | mcp-use | marvin |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4w · github_public_v1 | Active (15d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization 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
- mcp-use
- MCP framework for AI Agents development
- marvin
- an ambient intelligence library
Stars
- mcp-use
- 10k
- marvin
- 6.2k
Forks
- mcp-use
- 1.4k
- marvin
- 410
Open issues
- mcp-use
- 122
- marvin
- 111
Language
- mcp-use
- TypeScript
- marvin
- Python
Adopt for
- mcp-use
- The MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude.
- marvin
- Python-based ambient AI for agent and chatbot development with LLM interaction, Apache-2.0 licence
Persona
- mcp-use
- -
- marvin
- -
Runtime
- mcp-use
- -
- marvin
- -
License
- mcp-use
- MIT
- marvin
- Apache-2.0 license, permissive free software license
Last pushed
- mcp-use
- Jul 25, 2026
- marvin
- Jul 31, 2026
Categories
- mcp-use
- AI Agents, Developer Tools
- marvin
- AI Agents
Trust and health
Maintenance
- mcp-use
- Very active (96%)
- marvin
- Active (82%)
Days since push
- mcp-use
- 0d
- marvin
- 15d
Open issues (now)
- mcp-use
- 122
- marvin
- 111
Stars delta
- mcp-use
- Unknown
- marvin
- +10 (30d)
Open issues delta
- mcp-use
- Unknown
- marvin
- +3 (30d)
Full report
- mcp-use
- Trust report
- marvin
- Trust report
Choose mcp-use if…
- mcp-use is primarily TypeScript; marvin is Python.
- License: mcp-use is MIT, marvin is Apache-2.0.
- Tags unique to mcp-use: agentic-framework, apps-sdk, chatgpt, claude-code.
- Also covers Developer Tools.
- If your project involves building an application or server that needs to be integrated with both ChatGPT and Claude using TypeScript, then mcp-use is tailored for this scenario.
When NOT to use mcp-use
- Do not use if your project requires a different programming language, as mcp-use strictly supports TypeScript.
- Avoid using it when your application does not need integration with ChatGPT and Claude, since the framework is specifically designed for these two platforms.
Choose marvin if…
- marvin is primarily Python; mcp-use is TypeScript.
- License: marvin is Apache-2.0, mcp-use is MIT.
- Tags unique to marvin: agents, ambient-ai, chatbots, gpt.
- You need to develop agents or chatbots that integrate ambient intelligence
When NOT to use marvin
- You are looking for a framework without direct LLM integration capabilities
- Your project does not involve agent or chatbot creation
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (mcp-use/mcp-use) · observed Jul 26, 2026
- GitHub forks (mcp-use/mcp-use) · observed Jul 26, 2026
- Last push (mcp-use/mcp-use) · observed Jul 25, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (PrefectHQ/marvin) · observed Aug 16, 2026
- GitHub forks (PrefectHQ/marvin) · observed Aug 16, 2026
- Last push (PrefectHQ/marvin) · observed Jul 31, 2026
- License file (Apache-2.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mcp-use 10k · marvin 6.2k (synced Jul 26, 2026).
Common questions
- What is the difference between mcp-use and marvin?
- mcp-use: MCP framework for AI Agents development. marvin: an ambient intelligence library. See the comparison table for live GitHub stats and shared categories.
- When should I choose mcp-use over marvin?
- Choose mcp-use over marvin when mcp-use is primarily TypeScript; marvin is Python; License: mcp-use is MIT, marvin is Apache-2.0; Tags unique to mcp-use: agentic-framework, apps-sdk, chatgpt, claude-code; Also covers Developer Tools; If your project involves building an application or server that needs to be integrated with both ChatGPT and Claude using TypeScript, then mcp-use is tailored for this scenario.
- When should I choose marvin over mcp-use?
- Choose marvin over mcp-use when marvin is primarily Python; mcp-use is TypeScript; License: marvin is Apache-2.0, mcp-use is MIT; Tags unique to marvin: agents, ambient-ai, chatbots, gpt; You need to develop agents or chatbots that integrate ambient intelligence.
- When should I avoid mcp-use?
- Do not use if your project requires a different programming language, as mcp-use strictly supports TypeScript. Avoid using it when your application does not need integration with ChatGPT and Claude, since the framework is specifically designed for these two platforms.
- When should I avoid marvin?
- You are looking for a framework without direct LLM integration capabilities Your project does not involve agent or chatbot creation
- Is mcp-use or marvin more popular on GitHub?
- mcp-use has more GitHub stars (10,372 vs 6,189). Stars measure visibility, not whether either tool fits your constraints.
- Are mcp-use and marvin open source?
- Yes - both are open-source projects on GitHub (mcp-use: MIT, marvin: Apache-2.0).
- Where can I find alternatives to mcp-use or marvin?
- GraphCanon lists graph-backed alternatives at mcp-use alternatives and marvin alternatives (mcp-use markdown twin, marvin 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, mcp-use or marvin?
- mcp-use: Very active. marvin: 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 mcp-use and marvin?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mcp-use trust report; marvin trust report.