Multi-agent framework that assigns PM, engineer, and QA roles to LLMs for collaborative software development. Generates full codebases from a single requirement.
Best For
Teams & solo builders
Key Pros & Cons
Strengths
- 12.7% fork-to-star ratio — strong developer contribution signal
Watch Out For
- Low community score (2/100) — smaller support network
Market Momentum
28
-6
24h
-4
7d
-26
30d
14-day heat score history
Creator Buzz3
Search Interest67
Community Activity2
Growth Momentum38
Score ForecastConfidence: low
0
7-day est.
0
14-day est.
Trend slope: 0.00 pts/day
What This Score Means
MetaGPT is in a declining trend within AI Coding Agents — consider whether the team is still actively investing before building on it.
Abandonment & Maintenance Risk
High Risk
Trend phaseDeclining
30-day score change-26 pts
Listed on HookFlow3mo old
Discontinued flag✓ No
Commit cadenceSlow
Last commit6mo ago
Risk Factors
- Rapid score decline over 30 days
- Declining trend — worth monitoring
- GitHub repo is slow — last commit 6mo ago
GitHub Repository Health
D
Slow
Stars
69,661
Forks
8,875
Open Issues
138
Watchers
914
Last commit6mo ago
7-day star growth+95 stars
Fork / Star ratio12.7%
Snapshot dateAug 4, 2026
Data Lock-In Index
100
/ 100 (lower = more open)
○ Webhooks Out○ Bulk Export○ Open Formats
vs. Category Peers (AI Coding Agents)
Tool
A.R.C.
Heat
7d Δ
Lock-In
MetaGPT (this)
—
28
-4
100
Claude Code▲ Peak
Terminal-first coding
B
57
+2
100
Sweep▲ Peak
—
55
+5
100
Plandex▲ Emerging
—
35
+14
100
Qodo▲ Declining
—
29
-3
100
Cosine Genie▲ Declining
—
27
-4
100
Lock-In: 0 = fully open, 100 = maximum data lock-in. A.R.C. = Architecture · Reliability · Context score (A–F).
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of August 4, 2026. Heat scores, community activity, and market momentum are recalculated daily — figures shown here represent a point-in-time snapshot and may differ from current values on HookFlow.ai.
HookFlow.ai Infrastructure Report — August 4, 2026hookflow.ai