Comparison
agent-protocol vs Vibe-Trading
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 Vibe-Trading if vibe-Trading is an AI agent for algorithmic trading, backtesting, and quantitative finance tasks, offering interactive CLI/TUI, FastAPI web server, and MCP server for integration.
Markdown twin · agent-protocol alternatives · Vibe-Trading alternatives
GraphCanon updated Oct 8, 2026
11views this month
vs
Trust & integrity
| Signal | agent-protocol | Vibe-Trading |
|---|---|---|
| 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 27, 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
- Vibe-Trading
- Your Personal Trading Agent
Stars
- agent-protocol
- 1.5k
- Vibe-Trading
- 34k
Forks
- agent-protocol
- 189
- Vibe-Trading
- 5.5k
Open issues
- agent-protocol
- 50
- Vibe-Trading
- 29
Language
- agent-protocol
- Python
- Vibe-Trading
- Python
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.
- Vibe-Trading
- Vibe-Trading is an AI agent for algorithmic trading, backtesting, and quantitative finance tasks, offering interactive CLI/TUI, FastAPI web server, and MCP server for integration.
Persona
- agent-protocol
- -
- Vibe-Trading
- -
Runtime
- agent-protocol
- -
- Vibe-Trading
- -
License
- agent-protocol
- MIT
- Vibe-Trading
- MIT
Last pushed
- agent-protocol
- Apr 8, 2025
- Vibe-Trading
- Sep 17, 2026
Categories
- agent-protocol
- AI Agents
- Vibe-Trading
- AI Agents
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- Vibe-Trading
- Very active (96%)
Days since push
- agent-protocol
- 547d
- Vibe-Trading
- 0d
Open issues (now)
- agent-protocol
- 50
- Vibe-Trading
- 29
Stars delta
- agent-protocol
- +4 (30d)
- Vibe-Trading
- +6.0k (30d)
Open issues delta
- agent-protocol
- +1 (30d)
- Vibe-Trading
- +10 (30d)
OSV dependency advisories
- agent-protocol
- Published findings
- Vibe-Trading
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- Vibe-Trading
- Trust report
Choose agent-protocol if…
- 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 Vibe-Trading if…
- Pricing: The tool is available under the MIT license, which is free to use, but advanced features or services might require additional setup or paid services..
- Requirements: Min 4 GB RAM; Requires Python environment setup or Docker for zero setup.; Authentication through environment variables such as COPILOT_GITHUB_TOKEN is recommended for Docker/CI..
- Tags unique to Vibe-Trading: algorithmic-trading, backtesting, fintech, llm.
- Vibe-Trading ships Docker support for self-hosted deployment.
- When you need a tool that supports interactive CLI/TUI for immediate algorithmic trading and backtesting tasks.
When NOT to use Vibe-Trading
- If you do not need the specific integration capabilities with platforms like Claude Desktop or OpenClaw, as Vibe-Trading includes an MCP server for these.
- When you prefer a tool that does not require setting up a `.env` file for authentication, as Vibe-Trading uses environment variables for authentication.
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 (HKUDS/Vibe-Trading) · observed Sep 20, 2026
- GitHub forks (HKUDS/Vibe-Trading) · observed Sep 20, 2026
- Last push (HKUDS/Vibe-Trading) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 27, 2026
GitHub stars on cards: agent-protocol 1.5k · Vibe-Trading 34k (synced Oct 8, 2026).
Common questions
- What is the difference between agent-protocol and Vibe-Trading?
- agent-protocol: Common interface for AI agents. Vibe-Trading: Your Personal Trading Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over Vibe-Trading?
- Choose agent-protocol over Vibe-Trading when 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 Vibe-Trading over agent-protocol?
- Choose Vibe-Trading over agent-protocol when Pricing: The tool is available under the MIT license, which is free to use, but advanced features or services might require additional setup or paid services.; Requirements: Min 4 GB RAM; Requires Python environment setup or Docker for zero setup.; Authentication through environment variables such as COPILOT_GITHUB_TOKEN is recommended for Docker/CI.; Tags unique to Vibe-Trading: algorithmic-trading, backtesting, fintech, llm; Vibe-Trading ships Docker support for self-hosted deployment; When you need a tool that supports interactive CLI/TUI for immediate algorithmic trading and backtesting tasks.
- 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 Vibe-Trading?
- If you do not need the specific integration capabilities with platforms like Claude Desktop or OpenClaw, as Vibe-Trading includes an MCP server for these. When you prefer a tool that does not require setting up a
.envfile for authentication, as Vibe-Trading uses environment variables for authentication. - Is agent-protocol or Vibe-Trading more popular on GitHub?
- Vibe-Trading has more GitHub stars (33,632 vs 1,458). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and Vibe-Trading open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, Vibe-Trading: MIT).
- Where can I find alternatives to agent-protocol or Vibe-Trading?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and Vibe-Trading alternatives (agent-protocol markdown twin, Vibe-Trading 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 Vibe-Trading?
- agent-protocol: Dormant. Vibe-Trading: 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 Vibe-Trading?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; Vibe-Trading trust report.