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Comparison

ECC vs magic

Verdict

Pick ECC if eCC is an agent harness performance optimization system for AI agents and large language models, emphasizing skills, instincts, memory, security, and research-first development; pick magic if magic is an open-source suite combining AI agents with workflow management and collaboration tools like instant messaging.

Markdown twin · ECC alternatives · magic alternatives

GraphCanon updated Sep 20, 2026

9views this month

ECC logo

ECC

affaan-m/ECC

★ 261kpushed Sep 17, 2026
vs
magic logo

magic

dtyq/magic

★ 5.0kpushed Aug 12, 2026

Trust & integrity

SignalECCmagic
Maintenance
Very active (0d since push)
As of Sep 18, 2026 · github_public_v1
Steady (33d since push)
As of Sep 15, 2026 · github_public_v1
Provenance
Not a fork · Personal account
As of Sep 18, 2026 · github_public_v1
Not a fork · Organization account
As of Sep 15, 2026 · github_public_v1
OSV dependency advisories
No published findings from this source as of 2026-09-18
As of Sep 18, 2026 · osv@v1
No lockfile (source not queried)
As of Jul 19, 2026 · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
ECC trust reportmagic trust reportTrust methodology

Tagline

ECC
Agent harness performance optimization system for AI agents and LLMs
magic
All-in-one AI productivity platform

Stars

ECC
261k
magic
5.0k

Forks

ECC
39k
magic
561

Open issues

ECC
227
magic
17

Language

ECC
JavaScript
magic
TypeScript

Adopt for

ECC
ECC is an agent harness performance optimization system for AI agents and large language models, emphasizing skills, instincts, memory, security, and research-first development.
magic
Magic is an open-source suite combining AI agents with workflow management and collaboration tools like instant messaging.

Persona

ECC
-
magic
-

Runtime

ECC
-
magic
-

License

ECC
ECC is available under the MIT license, ensuring it remains free for open-source projects. However, for private repositories, ECC Pro offers a paid GitHub App service.
magic
Magic Open Source License based on Apache 2.0 with additional restrictions, ensuring modifications are open but retaining copyrights and disclaimers as per the license.

Last pushed

ECC
Sep 17, 2026
magic
Aug 12, 2026

Categories

ECC
AI Agents, Developer Tools, LLM Frameworks
magic
AI Agents, Developer Tools

Trust and health

Maintenance

ECC
Very active (96%)
magic
Steady (60%)

Days since push

ECC
0d
magic
33d

Open issues (now)

ECC
227
magic
17

Stars delta

ECC
+21k (30d)
magic
+48 (30d)

Open issues delta

ECC
+105 (30d)
magic
+3 (30d)

Owner type

ECC
User
magic
Organization

OSV dependency advisories

ECC
No published findings from this source as of 2026-09-18
magic
No lockfile (source not queried)

Full report

ECC
Trust report
magic
Trust report

Choose ECC if…

  • ECC is primarily JavaScript; magic is TypeScript.
  • License: ECC is MIT, magic is Other.
  • Pricing: ECC is free for open-source projects, but private repositories require a paid subscription starting at $19 per seat per month..
  • Requirements: ECC requires a JavaScript environment and can be installed via guided setup or native plugin commands..
  • Tags unique to ECC: ai-agents, anthropic, claude, claude-code.
  • Also covers LLM Frameworks.
  • Use ECC when you need to optimize the performance of AI agents and large language models, particularly if you are working with platforms like Claude Code, Codex, Opencode, or Cursor.

When NOT to use ECC

  • Avoid ECC if your project does not require the specific features it offers, such as skills, instincts, memory, security, and research-first development, and if you are looking for a more generalized L
GitHubDetails

Choose magic if…

  • magic is primarily TypeScript; ECC is JavaScript.
  • License: magic is Other, ECC is MIT.
  • Requirements: Requires Docker.
  • Tags unique to magic: agent, agi, ai, gpt.
  • When a diverse set of functionalities under one platform is required for managing workflows, automating tasks, and enabling seamless communication among team members.

When NOT to use magic

  • When focused exclusively on a specialized aspect of AI development like model training, as Magic offers an all-in-one solution which might add unnecessary complexity.
  • For users requiring immediate Windows OS compatibility without waiting for upcoming support releases, given that Windows is not currently supported in self-hosted setups.
GitHubDetails

Explore

ECC trust report →magic trust report →AI Agents category →Developer Tools category →LLM Frameworks 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: ECC 261k · magic 5.0k (synced Sep 20, 2026).

Common questions

What is the difference between ECC and magic?
ECC: Agent harness performance optimization system for AI agents and LLMs. magic: All-in-one AI productivity platform. See the comparison table for live GitHub stats and shared categories.
When should I choose ECC over magic?
Choose ECC over magic when ECC is primarily JavaScript; magic is TypeScript; License: ECC is MIT, magic is Other; Pricing: ECC is free for open-source projects, but private repositories require a paid subscription starting at $19 per seat per month.; Requirements: ECC requires a JavaScript environment and can be installed via guided setup or native plugin commands.; Tags unique to ECC: ai-agents, anthropic, claude, claude-code; Also covers LLM Frameworks; Use ECC when you need to optimize the performance of AI agents and large language models, particularly if you are working with platforms like Claude Code, Codex, Opencode, or Cursor.
When should I choose magic over ECC?
Choose magic over ECC when magic is primarily TypeScript; ECC is JavaScript; License: magic is Other, ECC is MIT; Requirements: Requires Docker; Tags unique to magic: agent, agi, ai, gpt; When a diverse set of functionalities under one platform is required for managing workflows, automating tasks, and enabling seamless communication among team members.
When should I avoid ECC?
Avoid ECC if your project does not require the specific features it offers, such as skills, instincts, memory, security, and research-first development, and if you are looking for a more generalized L
When should I avoid magic?
When focused exclusively on a specialized aspect of AI development like model training, as Magic offers an all-in-one solution which might add unnecessary complexity. For users requiring immediate Windows OS compatibility without waiting for upcoming support releases, given that Windows is not currently supported in self-hosted setups.
Is ECC or magic more popular on GitHub?
ECC has more GitHub stars (261,432 vs 5,027). Stars measure visibility, not whether either tool fits your constraints.
Are ECC and magic open source?
Yes - both are open-source projects on GitHub (ECC: MIT, magic: Other).
Where can I find alternatives to ECC or magic?
GraphCanon lists graph-backed alternatives at ECC alternatives and magic alternatives (ECC markdown twin, magic 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, ECC or magic?
ECC: Very active. magic: Steady. 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 ECC and magic?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ECC trust report; magic trust report.

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