Comparison
agent-protocol vs TencentDB-Agent-Memory
Verdict
Pick agent-protocol if agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking; pick TencentDB-Agent-Memory if tencentDB-Agent-Memory is a team-level memory hub for AI Agents, designed to transform conversations, documents, and code into reusable memory assets, including chat memory, skills, LLM-Wiki, and code-graph.
Markdown twin · agent-protocol alternatives · TencentDB-Agent-Memory alternatives
GraphCanon updated Oct 8, 2026
11views this month
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Trust & integrity
| Signal | agent-protocol | TencentDB-Agent-Memory |
|---|---|---|
| Maintenance | Dormant (547d since push) As of Oct 8, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Oct 8, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 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
- agent-protocol
- Common interface for AI agents
- TencentDB-Agent-Memory
- A team-level memory hub for AI Agents, transforming conversations, documents, and code into reusable memory assets.
Stars
- agent-protocol
- 1.5k
- TencentDB-Agent-Memory
- 27k
Forks
- agent-protocol
- 189
- TencentDB-Agent-Memory
- 2.6k
Open issues
- agent-protocol
- 50
- TencentDB-Agent-Memory
- 781
Language
- agent-protocol
- Python
- TencentDB-Agent-Memory
- TypeScript
Adopt for
- agent-protocol
- agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking.
- TencentDB-Agent-Memory
- TencentDB-Agent-Memory is a team-level memory hub for AI Agents, designed to transform conversations, documents, and code into reusable memory assets, including chat memory, skills, LLM-Wiki, and code-graph.
Persona
- agent-protocol
- -
- TencentDB-Agent-Memory
- -
Runtime
- agent-protocol
- -
- TencentDB-Agent-Memory
- -
License
- agent-protocol
- MIT
- TencentDB-Agent-Memory
- The license for TencentDB-Agent-Memory is categorized as 'Other', indicating a license that is not standard or widely recognized.
Last pushed
- agent-protocol
- Apr 8, 2025
- TencentDB-Agent-Memory
- Sep 18, 2026
Categories
- agent-protocol
- AI Agents
- TencentDB-Agent-Memory
- AI Agents, Vector Databases
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- TencentDB-Agent-Memory
- Very active (96%)
Days since push
- agent-protocol
- 547d
- TencentDB-Agent-Memory
- 0d
Open issues (now)
- agent-protocol
- 50
- TencentDB-Agent-Memory
- 781
Stars delta
- agent-protocol
- +4 (30d)
- TencentDB-Agent-Memory
- +18k (30d)
Open issues delta
- agent-protocol
- +1 (30d)
- TencentDB-Agent-Memory
- +446 (30d)
OSV dependency advisories
- agent-protocol
- Published findings
- TencentDB-Agent-Memory
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- TencentDB-Agent-Memory
- Trust report
Choose agent-protocol if…
- agent-protocol is primarily Python; TencentDB-Agent-Memory is TypeScript.
- License: agent-protocol is MIT, TencentDB-Agent-Memory is Other.
- Tags unique to agent-protocol: agents, api, auto-gpt, gpt-4.
- When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
When NOT to use agent-protocol
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope.
- When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
Choose TencentDB-Agent-Memory if…
- TencentDB-Agent-Memory is primarily TypeScript; agent-protocol is Python.
- License: TencentDB-Agent-Memory is Other, agent-protocol is MIT.
- Pricing: The tool is free to use, but premium features or support may come at an additional cost..
- Requirements: Min 4 GB RAM; Requires Docker; The MongoDB storage backend is experimental and off by default, which may affect the tool's performance and reliability in certain scenarios..
- Tags unique to TencentDB-Agent-Memory: agent, embedding, llm, local-first.
- Also covers Vector Databases.
- Use TencentDB-Agent-Memory when you need a tool that can manage memory assets for AI Agents, particularly in a team setting where governance, sharing, and equipping across agents and frameworks are a须
When NOT to use TencentDB-Agent-Memory
- Avoid using TencentDB-Agent-Memory if your project does not require the management of memory assets such as chat memory, skills, LLM-Wiki, and code-graph.
- Do not use this tool if you are looking for a solution that does not support TypeScript or requires a different license type.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agi-inc/agent-protocol) · observed Oct 8, 2026
- GitHub forks (agi-inc/agent-protocol) · observed Oct 8, 2026
- Last push (agi-inc/agent-protocol) · observed Apr 8, 2025
- License file (MIT) · observed Oct 8, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (TencentCloud/TencentDB-Agent-Memory) · observed Sep 20, 2026
- GitHub forks (TencentCloud/TencentDB-Agent-Memory) · observed Sep 20, 2026
- Last push (TencentCloud/TencentDB-Agent-Memory) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: agent-protocol 1.5k · TencentDB-Agent-Memory 27k (synced Oct 8, 2026).
Common questions
- What is the difference between agent-protocol and TencentDB-Agent-Memory?
- agent-protocol: Common interface for AI agents. TencentDB-Agent-Memory: A team-level memory hub for AI Agents, transforming conversations, documents, and code into reusable memory assets.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over TencentDB-Agent-Memory?
- Choose agent-protocol over TencentDB-Agent-Memory when agent-protocol is primarily Python; TencentDB-Agent-Memory is TypeScript; License: agent-protocol is MIT, TencentDB-Agent-Memory is Other; Tags unique to agent-protocol: agents, api, auto-gpt, gpt-4; When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
- When should I choose TencentDB-Agent-Memory over agent-protocol?
- Choose TencentDB-Agent-Memory over agent-protocol when TencentDB-Agent-Memory is primarily TypeScript; agent-protocol is Python; License: TencentDB-Agent-Memory is Other, agent-protocol is MIT; Pricing: The tool is free to use, but premium features or support may come at an additional cost.; Requirements: Min 4 GB RAM; Requires Docker; The MongoDB storage backend is experimental and off by default, which may affect the tool's performance and reliability in certain scenarios.; Tags unique to TencentDB-Agent-Memory: agent, embedding, llm, local-first; Also covers Vector Databases; Use TencentDB-Agent-Memory when you need a tool that can manage memory assets for AI Agents, particularly in a team setting where governance, sharing, and equipping across agents and frameworks are a须.
- When should I avoid agent-protocol?
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope. When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
- When should I avoid TencentDB-Agent-Memory?
- Avoid using TencentDB-Agent-Memory if your project does not require the management of memory assets such as chat memory, skills, LLM-Wiki, and code-graph. Do not use this tool if you are looking for a solution that does not support TypeScript or requires a different license type.
- Is agent-protocol or TencentDB-Agent-Memory more popular on GitHub?
- TencentDB-Agent-Memory has more GitHub stars (26,924 vs 1,458). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and TencentDB-Agent-Memory open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, TencentDB-Agent-Memory: Other).
- Where can I find alternatives to agent-protocol or TencentDB-Agent-Memory?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and TencentDB-Agent-Memory alternatives (agent-protocol markdown twin, TencentDB-Agent-Memory 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, agent-protocol or TencentDB-Agent-Memory?
- agent-protocol: Dormant. TencentDB-Agent-Memory: Very 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 agent-protocol and TencentDB-Agent-Memory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; TencentDB-Agent-Memory trust report.