Comparison
Agent-Reach vs magnitude
Verdict
Pick Agent-Reach if agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content; pick magnitude if magnitude is a Python library for handling vector embeddings efficiently and quickly. It integrates with several popular embedding methods.
Markdown twin · Agent-Reach alternatives · magnitude alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | Agent-Reach | magnitude |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4w · github_public_v1 | Dormant (1115d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4w · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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-Reach
- AI Agent for Automated Web and Social Media Data Extraction
- magnitude
- A fast, efficient universal vector embedding utility package.
Stars
- Agent-Reach
- 61k
- magnitude
- 1.7k
Forks
- Agent-Reach
- 4.9k
- magnitude
- 122
Open issues
- Agent-Reach
- 168
- magnitude
- 41
Language
- Agent-Reach
- Python
- magnitude
- Python
Adopt for
- Agent-Reach
- Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content.
- magnitude
- Magnitude is a Python library for handling vector embeddings efficiently and quickly. It integrates with several popular embedding methods.
Persona
- Agent-Reach
- -
- magnitude
- -
Runtime
- Agent-Reach
- -
- magnitude
- -
License
- Agent-Reach
- MIT
- magnitude
- MIT
Last pushed
- Agent-Reach
- Jul 25, 2026
- magnitude
- Aug 3, 2023
Categories
- Agent-Reach
- AI Agents, Data & Retrieval
- magnitude
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- magnitude
- Dormant (18%)
Days since push
- Agent-Reach
- 0d
- magnitude
- 1115d
Open issues (now)
- Agent-Reach
- 168
- magnitude
- 41
Stars delta
- Agent-Reach
- Unknown
- magnitude
- +2 (30d)
Open issues delta
- Agent-Reach
- Unknown
- magnitude
- 0 (30d)
Owner type
- Agent-Reach
- User
- magnitude
- Organization
Full report
- Agent-Reach
- Trust report
- magnitude
- Trust report
Shared compatibility
- Python · Agent-Reach: Python runtime · magnitude: Python runtime
Choose Agent-Reach if…
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- Also covers AI Agents.
- When needing to bypass costly API fees for extensive social media platform data extraction
When NOT to use Agent-Reach
- If strict compliance with website scraping policies is critical due to its use of scraping techniques
- When direct interaction through APIs for precision and reliability is preferred over scraping
Choose magnitude if…
- Tags unique to magnitude: embeddings, fasttext, gensim, glove.
- Also covers Vector Databases.
- - When you need to perform memory-efficient operations on vector embeddings, including those from FastText or Word2Vec.
When NOT to use magnitude
- - If your project involves non-Python ecosystems, as Magnitude is strictly a Python library and thus not compatible with other programming environments.
- - When the primary focus of your work does not include handling large vector embeddings or specific operations that benefit from memory efficiency provided by Magnitude.
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 26, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 26, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 25, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (plasticityai/magnitude) · observed Aug 22, 2026
- GitHub forks (plasticityai/magnitude) · observed Aug 22, 2026
- Last push (plasticityai/magnitude) · observed Aug 3, 2023
- License file (MIT) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 61k · magnitude 1.7k (synced Jul 26, 2026).
Common questions
- What is the difference between Agent-Reach and magnitude?
- Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. magnitude: A fast, efficient universal vector embedding utility package.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over magnitude?
- Choose Agent-Reach over magnitude when Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents; When needing to bypass costly API fees for extensive social media platform data extraction.
- When should I choose magnitude over Agent-Reach?
- Choose magnitude over Agent-Reach when Tags unique to magnitude: embeddings, fasttext, gensim, glove; Also covers Vector Databases; - When you need to perform memory-efficient operations on vector embeddings, including those from FastText or Word2Vec.
- When should I avoid Agent-Reach?
- If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping
- When should I avoid magnitude?
- - If your project involves non-Python ecosystems, as Magnitude is strictly a Python library and thus not compatible with other programming environments. - When the primary focus of your work does not include handling large vector embeddings or specific operations that benefit from memory efficiency provided by Magnitude.
- Is Agent-Reach or magnitude more popular on GitHub?
- Agent-Reach has more GitHub stars (60,828 vs 1,668). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and magnitude open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, magnitude: MIT).
- Where can I find alternatives to Agent-Reach or magnitude?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and magnitude alternatives (Agent-Reach markdown twin, magnitude 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 magnitude?
- Agent-Reach: Very active. magnitude: Dormant. 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 magnitude?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; magnitude trust report.