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Comparison

core vs agent-opt

Verdict

Pick core if core is a Python-based AI microservice tool for building chatbots and integrating vector search. It supports conversational interfaces through the ag-ui-protocol; pick agent-opt if agent-opt is tailored for teams that require automated optimization of AI workflows and support for continuous integration/continuous delivery (CI/CD), relying on Python and specific library dependencies.

Markdown twin · core alternatives · agent-opt alternatives

GraphCanon updated 1w

core logo

core

cheshire-cat-ai/core

★ 3.1kpushed Jul 29, 2026
vs
agent-opt logo

agent-opt

future-agi/agent-opt

★ 71pushed Jun 30, 2026

Trust & integrity

Signalcoreagent-opt
Maintenance
Active (16d since push)
As of 1w · github_public_v1
Steady (35d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Organization account
As of 1w · github_public_v1
Not a fork · Organization account
As of 2w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · 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
core trust reportagent-opt trust reportTrust methodology

Tagline

core
AI agent microservice
agent-opt
Open Source Library for Automated Optimization of AI Agent Workflows

Stars

core
3.1k
agent-opt
71

Forks

core
409
agent-opt
7

Open issues

core
8
agent-opt
0

Language

core
Python
agent-opt
Python

Adopt for

core
core is a Python-based AI microservice tool for building chatbots and integrating vector search. It supports conversational interfaces through the ag-ui-protocol.
agent-opt
Agent-opt is tailored for teams that require automated optimization of AI workflows and support for continuous integration/continuous delivery (CI/CD), relying on Python and specific library dependencies.

Persona

core
-
agent-opt
-

Runtime

core
-
agent-opt
-

License

core
GPL-3.0 licenses the code base of the core repository.
agent-opt
Apache-2.0

Last pushed

core
Jul 29, 2026
agent-opt
Jun 30, 2026

Categories

core
AI Agents, Vector Databases
agent-opt
AI Agents, Evaluation & Observability

Trust and health

Maintenance

core
Active (82%)
agent-opt
Steady (60%)

Days since push

core
16d
agent-opt
35d

Open issues (now)

core
8
agent-opt
0

Stars delta

core
+7 (30d)
agent-opt
Unknown

Open issues delta

core
+1 (30d)
agent-opt
Unknown

Full report

core
Trust report
agent-opt
Trust report

Choose core if…

  • License: core is GPL-3.0, agent-opt is Apache-2.0.
  • core can be self-hosted.
  • Requirements: Requires Python support due to being Python-based..
  • Tags unique to core: ag-ui-protocol, ai, assistant, chatbot.
  • Also covers Vector Databases.
  • For projects that require an open-source solution under GPL-3.0, because core's licensing aligns with this requirement

When NOT to use core

  • If your project needs proprietary license terms, since core restricts use by GPL-3.0 which might not fit all commercial scenarios
  • In cases where you require a non-Python environment, as the tool may require significant custom code to adapt to another language
GitHubDetails

Choose agent-opt if…

  • License: agent-opt is Apache-2.0, core is GPL-3.0.
  • Tags unique to agent-opt: ai-agents, aioptimization, automation, cicd.
  • Also covers Evaluation & Observability.
  • - When your project needs seamless CI/CD integration alongside automated optimization

When NOT to use agent-opt

  • - If your project does not require Python or if it cannot meet the specific requirement of having Python ≥ 3.10
  • - In scenarios where CI/CD integration is not a priority for your AI workflow optimization
GitHubDetails

Explore

core trust report →agent-opt trust report →AI Agents category →Vector Databases category →Evaluation & Observability 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: core 3.1k · agent-opt 71 (synced Aug 15, 2026).

Common questions

What is the difference between core and agent-opt?
core: AI agent microservice. agent-opt: Open Source Library for Automated Optimization of AI Agent Workflows. See the comparison table for live GitHub stats and shared categories.
When should I choose core over agent-opt?
Choose core over agent-opt when License: core is GPL-3.0, agent-opt is Apache-2.0; core can be self-hosted; Requirements: Requires Python support due to being Python-based.; Tags unique to core: ag-ui-protocol, ai, assistant, chatbot; Also covers Vector Databases; For projects that require an open-source solution under GPL-3.0, because core's licensing aligns with this requirement.
When should I choose agent-opt over core?
Choose agent-opt over core when License: agent-opt is Apache-2.0, core is GPL-3.0; Tags unique to agent-opt: ai-agents, aioptimization, automation, cicd; Also covers Evaluation & Observability; - When your project needs seamless CI/CD integration alongside automated optimization.
When should I avoid core?
If your project needs proprietary license terms, since core restricts use by GPL-3.0 which might not fit all commercial scenarios In cases where you require a non-Python environment, as the tool may require significant custom code to adapt to another language
When should I avoid agent-opt?
- If your project does not require Python or if it cannot meet the specific requirement of having Python ≥ 3.10 - In scenarios where CI/CD integration is not a priority for your AI workflow optimization
Is core or agent-opt more popular on GitHub?
core has more GitHub stars (3,081 vs 71). Stars measure visibility, not whether either tool fits your constraints.
Are core and agent-opt open source?
Yes - both are open-source projects on GitHub (core: GPL-3.0, agent-opt: Apache-2.0).
Where can I find alternatives to core or agent-opt?
GraphCanon lists graph-backed alternatives at core alternatives and agent-opt alternatives (core markdown twin, agent-opt 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, core or agent-opt?
core: Active. agent-opt: 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 core and agent-opt?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: core trust report; agent-opt trust report.

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