Explore/framework/TapeAgents
T

ServiceNow/TapeAgentsAbandoned

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

frameworkPythonApache-2.0
GitHubCompare
Refreshed just now
OverviewActivity52wAlternativesDocs
Stars318
Forks43
HF Downloads—30d
Last commit9mo ago
Refreshedjust now
Project healthAbandonedNo commits in 9 months.
Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesApache-2.0Verify license before production use.
AgentHub Score
60 / 100
Composite score from 6 signals. How we score →
Active project
60Score
Growth
85B+
Activity
30C
Documentation
50C
Maturity
73B
Community
85B+
Production
58C
GitHub stars · 74 days observed318 +0.00% / 30d
snapshots
Repository activity · 74 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-10-09
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguagePython
LicenseApache-2.0
Sourcegithub
Open source✗ No
Commercial use—
Docs—
Demo—
Paper—

AgentHub Score

60
Score 60/100
Below average

Alternatives

E
ECC
275.6k · framework
95
P
ponytail
158.9k · framework
95
C
cc-switch
141.7k · framework
95
G
graphify
124.8k · framework
95
Compare all →

Recent activity

Latest commit 9mo ago9mo ago
Indexed by AgentHub crawlerjust now
Monitor for new releasesongoing