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Comparison

agno vs Scrapling

Verdict

Pick agno when license: agno is Apache-2.0, Scrapling is BSD-3-Clause; pick Scrapling when license: Scrapling is BSD-3-Clause, agno is Apache-2.0.

Markdown twin · agno alternatives · Scrapling alternatives

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agno logo

agno

agno-agi/agno

★ 41kpushed Jul 11, 2026
vs
Scrapling logo

Scrapling

D4Vinci/Scrapling

★ 69kpushed Jul 8, 2026

Trust & integrity

SignalagnoScrapling
Maintenance
Very active (0d since push)
As of 1d · github_public_v1
Very active (2d since push)
As of 1d · github_public_v1
Provenance
Not a fork · Organization account
As of 1d · github_public_v1
Not a fork · Personal account
As of 1d · github_public_v1
Security (OSV)
No lockfile
As of 1d · none
No MCP manifest
As of 1d · mcp_manifest
agno trust reportScrapling trust reportTrust methodology

Tagline

agno
Build, run, and manage your own agent platform.
Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Stars

agno
41k
Scrapling
69k

Forks

agno
5.6k
Scrapling
6.8k

Open issues

agno
1.0k
Scrapling
3

Language

agno
Python
Scrapling
Python

Adopt for

agno
Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
Scrapling
-

Persona

agno
-
Scrapling
-

Runtime

agno
-
Scrapling
-

License

agno
Apache-2.0
Scrapling
BSD-3-Clause

Last pushed

agno
Jul 11, 2026
Scrapling
Jul 8, 2026

Categories

agno
AI Agents, Developer Tools
Scrapling
Data & Retrieval, Developer Tools

Trust and health

Days since push

agno
0d
Scrapling
2d

Open issues (now)

agno
1.0k
Scrapling
3

Owner type

agno
Organization
Scrapling
User

Security scan

agno
No lockfile
Scrapling
No MCP manifest

Full report

agno
Trust report
Scrapling
Trust report

Choose agno if…

  • License: agno is Apache-2.0, Scrapling is BSD-3-Clause.
  • Tags unique to agno: agents, ai-agents, developer-tools, python.
  • Also covers AI Agents.
  • Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.

When NOT to use agno

  • 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.
GitHubDetails

Choose Scrapling if…

  • License: Scrapling is BSD-3-Clause, agno is Apache-2.0.
  • Tags unique to Scrapling: ai, ai-scraping, automation, crawler.
  • Also covers Data & Retrieval.

When NOT to use Scrapling

  • Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

agno trust report →Scrapling trust report →AI Agents category →Developer Tools category →Data & Retrieval category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: agno 41k · Scrapling 69k (synced Jul 11, 2026).

Common questions

What is the difference between agno and Scrapling?
agno: Build, run, and manage your own agent platform.. Scrapling: 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!. See the comparison table for live GitHub stats and shared categories.
When should I choose agno over Scrapling?
Choose agno over Scrapling when License: agno is Apache-2.0, Scrapling is BSD-3-Clause; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
When should I choose Scrapling over agno?
Choose Scrapling over agno when License: Scrapling is BSD-3-Clause, agno is Apache-2.0; Tags unique to Scrapling: ai, ai-scraping, automation, crawler; Also covers Data & Retrieval.
When should I avoid agno?
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.
When should I avoid Scrapling?
Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is agno or Scrapling more popular on GitHub?
Scrapling has more GitHub stars (69,097 vs 41,090). Stars measure visibility, not whether either tool fits your constraints.
Are agno and Scrapling open source?
Yes - both are open-source projects on GitHub (agno: Apache-2.0, Scrapling: BSD-3-Clause).
Where can I find alternatives to agno or Scrapling?
GraphCanon lists graph-backed alternatives at agno alternatives and Scrapling alternatives (agno markdown twin, Scrapling 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, agno or Scrapling?
agno: Very active. Scrapling: 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 agno and Scrapling?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; Scrapling trust report.