Comparison
Agent-Reach vs amica
Verdict
Pick Agent-Reach when agent-Reach is primarily Python; amica is TypeScript; pick amica when amica is primarily TypeScript; Agent-Reach is Python.
Markdown twin · Agent-Reach alternatives · amica alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | amica |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (352d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- 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.
- amica
- Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.
Stars
- Agent-Reach
- 55k
- amica
- 1.6k
Forks
- Agent-Reach
- 4.5k
- amica
- 262
Open issues
- Agent-Reach
- 144
- amica
- 22
Language
- Agent-Reach
- Python
- amica
- TypeScript
Adopt for
- Agent-Reach
- -
- amica
- -
Persona
- Agent-Reach
- -
- amica
- -
Runtime
- Agent-Reach
- -
- amica
- -
License
- Agent-Reach
- MIT
- amica
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- amica
- Jul 23, 2025
Categories
- Agent-Reach
- AI Agents, LLM Frameworks, Developer Tools
- amica
- LLM Frameworks, Speech & Audio, Computer Vision
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- amica
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- amica
- 352d
Open issues (now)
- Agent-Reach
- 144
- amica
- 22
Owner type
- Agent-Reach
- User
- amica
- Organization
Security scan
- Agent-Reach
- No MCP manifest
- amica
- No lockfile
Full report
- Agent-Reach
- Trust report
- amica
- Trust report
Choose Agent-Reach if…
- Agent-Reach is primarily Python; amica is TypeScript.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers AI Agents, Developer Tools.
When NOT to use Agent-Reach
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose amica if…
- amica is primarily TypeScript; Agent-Reach is Python.
- Tags unique to amica: llm, ai, tts, speech-recognition.
- Also covers Speech & Audio, Computer Vision.
- amica ships Docker support for self-hosted deployment.
When NOT to use amica
- Last GitHub push was 353 days ago (slowing maintenance, Jul 23, 2025). Validate activity before betting a new project on amica.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (semperai/amica) · observed Jul 11, 2026
- GitHub forks (semperai/amica) · observed Jul 11, 2026
- Last push (semperai/amica) · observed Jul 23, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · amica 1.6k (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and amica?
- 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.. amica: Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over amica?
- Choose Agent-Reach over amica when Agent-Reach is primarily Python; amica is TypeScript; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents, Developer Tools.
- When should I choose amica over Agent-Reach?
- Choose amica over Agent-Reach when amica is primarily TypeScript; Agent-Reach is Python; Tags unique to amica: llm, ai, tts, speech-recognition; Also covers Speech & Audio, Computer Vision; amica ships Docker support for self-hosted deployment.
- When should I avoid Agent-Reach?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid amica?
- Last GitHub push was 353 days ago (slowing maintenance, Jul 23, 2025). Validate activity before betting a new project on amica. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is Agent-Reach or amica more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 1,560). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and amica open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, amica: MIT).
- Where can I find alternatives to Agent-Reach or amica?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and amica alternatives (Agent-Reach markdown twin, amica 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-Reach or amica?
- Agent-Reach: Very active. amica: Slowing. 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-Reach and amica?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; amica trust report.