Comparison
promptflow vs Agent-Reach
Verdict
Pick promptflow when tags unique to promptflow: ai, ai-application-development, ai-applications, chatgpt; pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
Markdown twin · promptflow alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | promptflow | Agent-Reach |
|---|---|---|
| Maintenance | Very active (1d 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
- promptflow
- Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
- 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
- promptflow
- 11k
- Agent-Reach
- 55k
Forks
- promptflow
- 1.1k
- Agent-Reach
- 4.5k
Open issues
- promptflow
- 77
- Agent-Reach
- 144
Language
- promptflow
- Python
- Agent-Reach
- Python
Adopt for
- promptflow
- -
- Agent-Reach
- -
Persona
- promptflow
- -
- Agent-Reach
- -
Runtime
- promptflow
- -
- Agent-Reach
- -
License
- promptflow
- MIT
- Agent-Reach
- MIT
Last pushed
- promptflow
- Jul 9, 2026
- Agent-Reach
- Jul 10, 2026
Categories
- promptflow
- Evaluation & Observability, Inference & Serving, LLM Frameworks
- Agent-Reach
- AI Agents, Developer Tools, LLM Frameworks
Trust and health
Days since push
- promptflow
- 1d
- Agent-Reach
- 0d
Open issues (now)
- promptflow
- 77
- Agent-Reach
- 144
Owner type
- promptflow
- Organization
- Agent-Reach
- User
Security scan
- promptflow
- No lockfile
- Agent-Reach
- No MCP manifest
Full report
- promptflow
- Trust report
- Agent-Reach
- Trust report
Choose promptflow if…
- Tags unique to promptflow: ai, ai-application-development, ai-applications, chatgpt.
- Also covers Evaluation & Observability, Inference & Serving.
- Leaner open-issue backlog (77).
When NOT to use promptflow
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose Agent-Reach if…
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- Also covers AI Agents, Developer Tools.
- More GitHub stars (55k vs 11k) - visibility, not fit.
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.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- 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 (microsoft/promptflow) · observed Jul 11, 2026
- GitHub forks (microsoft/promptflow) · observed Jul 11, 2026
- Last push (microsoft/promptflow) · observed Jul 9, 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: promptflow 11k · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between promptflow and Agent-Reach?
- promptflow: Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.. 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 promptflow over Agent-Reach?
- Choose promptflow over Agent-Reach when Tags unique to promptflow: ai, ai-application-development, ai-applications, chatgpt; Also covers Evaluation & Observability, Inference & Serving; Leaner open-issue backlog (77).
- When should I choose Agent-Reach over promptflow?
- Choose Agent-Reach over promptflow when Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, Developer Tools; More GitHub stars (55k vs 11k) - visibility, not fit.
- When should I avoid promptflow?
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is promptflow or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 11,180). Stars measure visibility, not whether either tool fits your constraints.
- Are promptflow and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (promptflow: MIT, Agent-Reach: MIT).
- Where can I find alternatives to promptflow or Agent-Reach?
- GraphCanon lists graph-backed alternatives at promptflow alternatives and Agent-Reach alternatives (promptflow 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, promptflow or Agent-Reach?
- promptflow: Very active. 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 promptflow and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptflow trust report; Agent-Reach trust report.