Comparison
promptext vs Agent-Reach
Verdict
Pick promptext when promptext is primarily Go; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; promptext is Go.
Markdown twin · promptext alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | promptext | Agent-Reach |
|---|---|---|
| Maintenance | Slowing (90d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 1 low (1 low) As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- promptext
- Smart code context extractor for AI assistants
- 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
- promptext
- 22
- Agent-Reach
- 55k
Forks
- promptext
- 1
- Agent-Reach
- 4.5k
Open issues
- promptext
- 0
- Agent-Reach
- 144
Language
- promptext
- Go
- Agent-Reach
- Python
Adopt for
- promptext
- -
- Agent-Reach
- -
Persona
- promptext
- -
- Agent-Reach
- -
Runtime
- promptext
- -
- Agent-Reach
- -
License
- promptext
- MIT
- Agent-Reach
- MIT
Last pushed
- promptext
- Apr 12, 2026
- Agent-Reach
- Jul 10, 2026
Categories
- promptext
- LLM Frameworks, Developer Tools
- Agent-Reach
- AI Agents, LLM Frameworks, Developer Tools
Trust and health
Maintenance
- promptext
- Slowing (36%)
- Agent-Reach
- Very active (96%)
Days since push
- promptext
- 90d
- Agent-Reach
- 0d
Open issues (now)
- promptext
- 0
- Agent-Reach
- 144
Security scan
- promptext
- 1 low (1 low)
- Agent-Reach
- No MCP manifest
Full report
- promptext
- Trust report
- Agent-Reach
- Trust report
Choose promptext if…
- promptext is primarily Go; Agent-Reach is Python.
- Tags unique to promptext: code-context, ai, chatgpt, claude.
- Leaner open-issue backlog (0).
When NOT to use promptext
- Last GitHub push was 90 days ago (slowing maintenance, Apr 12, 2026). Validate activity before betting a new project on promptext.
- 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 Agent-Reach if…
- Agent-Reach is primarily Python; promptext is Go.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers AI Agents.
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (1broseidon/promptext) · observed Jul 11, 2026
- GitHub forks (1broseidon/promptext) · observed Jul 11, 2026
- Last push (1broseidon/promptext) · observed Apr 12, 2026
- License file (MIT) · 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: promptext 22 · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between promptext and Agent-Reach?
- promptext: Smart code context extractor for AI assistants. 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 promptext over Agent-Reach?
- Choose promptext over Agent-Reach when promptext is primarily Go; Agent-Reach is Python; Tags unique to promptext: code-context, ai, chatgpt, claude; Leaner open-issue backlog (0).
- When should I choose Agent-Reach over promptext?
- Choose Agent-Reach over promptext when Agent-Reach is primarily Python; promptext is Go; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents.
- When should I avoid promptext?
- Last GitHub push was 90 days ago (slowing maintenance, Apr 12, 2026). Validate activity before betting a new project on promptext. 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 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.
- Is promptext or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 22). Stars measure visibility, not whether either tool fits your constraints.
- Are promptext and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (promptext: MIT, Agent-Reach: MIT).
- Where can I find alternatives to promptext or Agent-Reach?
- GraphCanon lists graph-backed alternatives at promptext alternatives and Agent-Reach alternatives (promptext 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, promptext or Agent-Reach?
- promptext: Slowing. 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 promptext and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptext trust report; Agent-Reach trust report.