Comparison
Agent-Reach vs xstate
Verdict
Pick Agent-Reach when agent-Reach is primarily Python; xstate is TypeScript; pick xstate when xstate is primarily TypeScript; Agent-Reach is Python.
Markdown twin · Agent-Reach alternatives · xstate alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | xstate |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- xstate
- State machines, statecharts, and actors for complex logic
Stars
- Agent-Reach
- 55k
- xstate
- 30k
Forks
- Agent-Reach
- 4.5k
- xstate
- 1.4k
Open issues
- Agent-Reach
- 144
- xstate
- 119
Language
- Agent-Reach
- Python
- xstate
- TypeScript
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.
- xstate
- -
Persona
- Agent-Reach
- -
- xstate
- -
Runtime
- Agent-Reach
- -
- xstate
- -
License
- Agent-Reach
- MIT
- xstate
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- xstate
- Jul 14, 2026
Categories
- Agent-Reach
- AI Agents, Data & Retrieval
- xstate
- AI Agents
Trust and health
Open issues (now)
- Agent-Reach
- 144
- xstate
- 119
Owner type
- Agent-Reach
- User
- xstate
- Organization
Full report
- Agent-Reach
- Trust report
- xstate
- Trust report
Choose Agent-Reach if…
- Agent-Reach is primarily Python; xstate is TypeScript.
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- Also covers Data & Retrieval.
- 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 xstate if…
- xstate is primarily TypeScript; Agent-Reach is Python.
- Tags unique to xstate: background-jobs, finite-state-machine, fsm, hacktoberfest.
- More recently updated (last pushed Jul 14, 2026).
When NOT to use xstate
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
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
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (statelyai/xstate) · observed Jul 15, 2026
- GitHub forks (statelyai/xstate) · observed Jul 15, 2026
- Last push (statelyai/xstate) · observed Jul 14, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: Agent-Reach 55k · xstate 30k (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and xstate?
- Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. xstate: State machines, statecharts, and actors for complex logic. See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over xstate?
- Choose Agent-Reach over xstate when Agent-Reach is primarily Python; xstate is TypeScript; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers Data & Retrieval; When needing to bypass costly API fees for extensive social media platform data extraction.
- When should I choose xstate over Agent-Reach?
- Choose xstate over Agent-Reach when xstate is primarily TypeScript; Agent-Reach is Python; Tags unique to xstate: background-jobs, finite-state-machine, fsm, hacktoberfest; More recently updated (last pushed Jul 14, 2026).
- 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 xstate?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Is Agent-Reach or xstate more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 29,864). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and xstate open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, xstate: MIT).
- Where can I find alternatives to Agent-Reach or xstate?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and xstate alternatives (Agent-Reach markdown twin, xstate 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 xstate?
- Agent-Reach: Very active. xstate: 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-Reach and xstate?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; xstate trust report.