Comparison
agent-protocol vs waggle-dance
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 waggle-dance if waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution.
Markdown twin · agent-protocol alternatives · waggle-dance alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-protocol | waggle-dance |
|---|---|---|
| Maintenance | Dormant (484d since push) As of 2w · github_public_v1 | Archived (971d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization 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
- agent-protocol
- Common interface for AI agents
- waggle-dance
- Knowledge work automation with AI agents
Stars
- agent-protocol
- 1.5k
- waggle-dance
- 171
Forks
- agent-protocol
- 185
- waggle-dance
- 12
Open issues
- agent-protocol
- 50
- waggle-dance
- 0
Language
- agent-protocol
- Python
- waggle-dance
- 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.
- waggle-dance
- Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution.
Persona
- agent-protocol
- -
- waggle-dance
- -
Runtime
- agent-protocol
- -
- waggle-dance
- -
License
- agent-protocol
- MIT
- waggle-dance
- MIT
Last pushed
- agent-protocol
- Apr 8, 2025
- waggle-dance
- Dec 17, 2023
Categories
- agent-protocol
- AI Agents
- waggle-dance
- AI Agents, Model Training
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- waggle-dance
- Archived (8%)
Days since push
- agent-protocol
- 484d
- waggle-dance
- 971d
Archived on GitHub
- agent-protocol
- No
- waggle-dance
- Yes
Open issues (now)
- agent-protocol
- 50
- waggle-dance
- 0
Stars delta
- agent-protocol
- Unknown
- waggle-dance
- 0 (30d)
Open issues delta
- agent-protocol
- Unknown
- waggle-dance
- 0 (30d)
OSV dependency advisories
- agent-protocol
- Published findings
- waggle-dance
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- waggle-dance
- Trust report
Choose agent-protocol if…
- agent-protocol is primarily Python; waggle-dance is TypeScript.
- Tags unique to agent-protocol: agents, ai-agent, api, auto-gpt.
- 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 waggle-dance if…
- waggle-dance is primarily TypeScript; agent-protocol is Python.
- Tags unique to waggle-dance: agent, autogpt, langchain, weaviate.
- Also covers Model Training.
- waggle-dance ships Docker support for self-hosted deployment.
- You need a system that prioritizes speed and concurrency in executing tasks
When NOT to use waggle-dance
- Your project demands high stability over experimental features
- You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
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 Aug 6, 2026
- GitHub forks (agi-inc/agent-protocol) · observed Aug 6, 2026
- Last push (agi-inc/agent-protocol) · observed Apr 8, 2025
- License file (MIT) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (agi-merge/waggle-dance) · observed Aug 15, 2026
- GitHub forks (agi-merge/waggle-dance) · observed Aug 15, 2026
- Last push (agi-merge/waggle-dance) · observed Dec 17, 2023
- License file (MIT) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-protocol 1.5k · waggle-dance 171 (synced Aug 6, 2026).
Common questions
- What is the difference between agent-protocol and waggle-dance?
- agent-protocol: Common interface for AI agents. waggle-dance: Knowledge work automation with AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over waggle-dance?
- Choose agent-protocol over waggle-dance when agent-protocol is primarily Python; waggle-dance is TypeScript; Tags unique to agent-protocol: agents, ai-agent, api, auto-gpt; When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
- When should I choose waggle-dance over agent-protocol?
- Choose waggle-dance over agent-protocol when waggle-dance is primarily TypeScript; agent-protocol is Python; Tags unique to waggle-dance: agent, autogpt, langchain, weaviate; Also covers Model Training; waggle-dance ships Docker support for self-hosted deployment; You need a system that prioritizes speed and concurrency in executing 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 waggle-dance?
- Your project demands high stability over experimental features You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
- Is agent-protocol or waggle-dance more popular on GitHub?
- agent-protocol has more GitHub stars (1,458 vs 171). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and waggle-dance open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, waggle-dance: MIT).
- Where can I find alternatives to agent-protocol or waggle-dance?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and waggle-dance alternatives (agent-protocol markdown twin, waggle-dance 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 waggle-dance?
- agent-protocol: Dormant. waggle-dance: 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 agent-protocol and waggle-dance?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; waggle-dance trust report.