Comparison
mengram vs AgentGPT
Verdict
Pick mengram if mengram offers memory functionalities tailored for AI agents, including semantic, episodic, and procedural capabilities with integrations into platforms like LangChain, CrewAI, and OpenClaw; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their.
Markdown twin · mengram alternatives · AgentGPT alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | mengram | AgentGPT |
|---|---|---|
| Maintenance | Very active (3d since push) As of 2w · github_public_v1 | Archived (466d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- mengram
- Semantic, episodic, and procedural memory for AI agents, like human记忆被切断了，请稍后尝试重新生成。
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- mengram
- 184
- AgentGPT
- 36k
Forks
- mengram
- 27
- AgentGPT
- 9.3k
Open issues
- mengram
- 27
- AgentGPT
- 219
Language
- mengram
- Python
- AgentGPT
- TypeScript
Adopt for
- mengram
- Mengram offers memory functionalities tailored for AI agents, including semantic, episodic, and procedural capabilities with integrations into platforms like LangChain, CrewAI, and OpenClaw.
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- mengram
- -
- AgentGPT
- -
Runtime
- mengram
- -
- AgentGPT
- -
License
- mengram
- Apache-2.0
- AgentGPT
- GPL-3.0
Last pushed
- mengram
- Jul 30, 2026
- AgentGPT
- Apr 29, 2025
Categories
- mengram
- AI Agents, Evaluation & Observability
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- mengram
- Very active (96%)
- AgentGPT
- Archived (8%)
Days since push
- mengram
- 3d
- AgentGPT
- 466d
Archived on GitHub
- mengram
- No
- AgentGPT
- Yes
Open issues (now)
- mengram
- 27
- AgentGPT
- 219
Owner type
- mengram
- User
- AgentGPT
- Organization
OSV dependency advisories
- mengram
- Published findings
- AgentGPT
- No lockfile (source not queried)
Full report
- mengram
- Trust report
- AgentGPT
- Trust report
Choose mengram if…
- mengram is primarily Python; AgentGPT is TypeScript.
- License: mengram is Apache-2.0, AgentGPT is GPL-3.0.
- Tags unique to mengram: agent-memory, ai-agents, ai-memory, cognitive-architecture.
- Also covers Evaluation & Observability.
- Use Mengram if your project requires a comprehensive suite of human-like memory capabilities (semantic, episodic, procedural) for AI agents.
When NOT to use mengram
- Avoid Mengram if your project focuses solely on a specific type of memory (e.g., only semantic) and requires more specialized functionality not provided by Mengram.
- Mengram might be less appealing if direct terminal access is preferred over the provided one-prompt setup method, which some users might deem as more complex or cumbersome.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; mengram is Python.
- License: AgentGPT is GPL-3.0, mengram is Apache-2.0.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers Developer Tools.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alibaizhanov/mengram) · observed Aug 2, 2026
- GitHub forks (alibaizhanov/mengram) · observed Aug 2, 2026
- Last push (alibaizhanov/mengram) · observed Jul 30, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mengram 184 · AgentGPT 36k (synced Aug 2, 2026).
Common questions
- What is the difference between mengram and AgentGPT?
- mengram: Semantic, episodic, and procedural memory for AI agents, like human记忆被切断了，请稍后尝试重新生成。. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose mengram over AgentGPT?
- Choose mengram over AgentGPT when mengram is primarily Python; AgentGPT is TypeScript; License: mengram is Apache-2.0, AgentGPT is GPL-3.0; Tags unique to mengram: agent-memory, ai-agents, ai-memory, cognitive-architecture; Also covers Evaluation & Observability; Use Mengram if your project requires a comprehensive suite of human-like memory capabilities (semantic, episodic, procedural) for AI agents.
- When should I choose AgentGPT over mengram?
- Choose AgentGPT over mengram when AgentGPT is primarily TypeScript; mengram is Python; License: AgentGPT is GPL-3.0, mengram is Apache-2.0; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers Developer Tools; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid mengram?
- Avoid Mengram if your project focuses solely on a specific type of memory (e.g., only semantic) and requires more specialized functionality not provided by Mengram. Mengram might be less appealing if direct terminal access is preferred over the provided one-prompt setup method, which some users might deem as more complex or cumbersome.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is mengram or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 184). Stars measure visibility, not whether either tool fits your constraints.
- Are mengram and AgentGPT open source?
- Yes - both are open-source projects on GitHub (mengram: Apache-2.0, AgentGPT: GPL-3.0).
- Where can I find alternatives to mengram or AgentGPT?
- GraphCanon lists graph-backed alternatives at mengram alternatives and AgentGPT alternatives (mengram markdown twin, AgentGPT 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, mengram or AgentGPT?
- mengram: Very active. AgentGPT: Archived. 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 mengram and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mengram trust report; AgentGPT trust report.