Comparison
harmonia vs Agent-Reach
Verdict
Pick harmonia when harmonia is primarily Go; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; harmonia is Go.
Markdown twin · harmonia alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | harmonia | Agent-Reach |
|---|---|---|
| Maintenance | Dormant (2119d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- harmonia
- Federated Learning Made Easy
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Stars
- harmonia
- 17
- Agent-Reach
- 55k
Forks
- harmonia
- 14
- Agent-Reach
- 4.5k
Open issues
- harmonia
- 0
- Agent-Reach
- 144
Language
- harmonia
- Go
- Agent-Reach
- Python
Adopt for
- harmonia
- -
- Agent-Reach
- -
Persona
- harmonia
- -
- Agent-Reach
- -
Runtime
- harmonia
- -
- Agent-Reach
- -
License
- harmonia
- MPL-2.0
- Agent-Reach
- MIT
Last pushed
- harmonia
- Sep 21, 2020
- Agent-Reach
- Jul 10, 2026
Categories
- harmonia
- Model Training, Computer Vision, Developer Tools
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
Trust and health
Maintenance
- harmonia
- Dormant (18%)
- Agent-Reach
- Very active (96%)
Days since push
- harmonia
- 2119d
- Agent-Reach
- 0d
Open issues (now)
- harmonia
- 0
- Agent-Reach
- 144
Owner type
- harmonia
- Organization
- Agent-Reach
- User
Security scan
- harmonia
- No lockfile
- Agent-Reach
- No MCP manifest
Full report
- harmonia
- Trust report
- Agent-Reach
- Trust report
Choose harmonia if…
- harmonia is primarily Go; Agent-Reach is Python.
- License: harmonia is MPL-2.0, Agent-Reach is MIT.
- Tags unique to harmonia: go.
- Also covers Model Training, Computer Vision.
When NOT to use harmonia
- Last GitHub push was 2119 days ago (dormant maintenance, Sep 21, 2020). Validate activity before betting a new project on harmonia.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; harmonia is Go.
- License: Agent-Reach is MIT, harmonia is MPL-2.0.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers LLM Frameworks, AI Agents.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ailabstw/harmonia) · observed Jul 11, 2026
- GitHub forks (ailabstw/harmonia) · observed Jul 11, 2026
- Last push (ailabstw/harmonia) · observed Sep 21, 2020
- License file (MPL-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: harmonia 17 · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between harmonia and Agent-Reach?
- harmonia: Federated Learning Made Easy. Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. See the comparison table for live GitHub stats and shared categories.
- When should I choose harmonia over Agent-Reach?
- Choose harmonia over Agent-Reach when harmonia is primarily Go; Agent-Reach is Python; License: harmonia is MPL-2.0, Agent-Reach is MIT; Tags unique to harmonia: go; Also covers Model Training, Computer Vision.
- When should I choose Agent-Reach over harmonia?
- Choose Agent-Reach over harmonia when Agent-Reach is primarily Python; harmonia is Go; License: Agent-Reach is MIT, harmonia is MPL-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers LLM Frameworks, AI Agents.
- When should I avoid harmonia?
- Last GitHub push was 2119 days ago (dormant maintenance, Sep 21, 2020). Validate activity before betting a new project on harmonia. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid Agent-Reach?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is harmonia or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 17). Stars measure visibility, not whether either tool fits your constraints.
- Are harmonia and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (harmonia: MPL-2.0, Agent-Reach: MIT).
- Where can I find alternatives to harmonia or Agent-Reach?
- GraphCanon lists graph-backed alternatives at harmonia alternatives and Agent-Reach alternatives (harmonia markdown twin, Agent-Reach 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, harmonia or Agent-Reach?
- harmonia: Dormant. Agent-Reach: 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 harmonia and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: harmonia trust report; Agent-Reach trust report.