Comparison
repobench vs agent-toolkit
Verdict
Pick repobench if repoBench assesses repository-level code auto-completion systems, offering benchmarks crucial for researchers and developers working on similar systems; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · repobench alternatives · agent-toolkit alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | repobench | agent-toolkit |
|---|---|---|
| Maintenance | Dormant (719d since push) As of 2w · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 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 |
Tagline
- repobench
- Benchmarking Repository-Level Code Auto-Completion Systems
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- repobench
- 214
- agent-toolkit
- 2.3k
Forks
- repobench
- 13
- agent-toolkit
- 217
Open issues
- repobench
- 12
- agent-toolkit
- 17
Language
- repobench
- Python
- agent-toolkit
- Python
Adopt for
- repobench
- RepoBench assesses repository-level code auto-completion systems, offering benchmarks crucial for researchers and developers working on similar systems.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- repobench
- -
- agent-toolkit
- -
Runtime
- repobench
- -
- agent-toolkit
- -
License
- repobench
- CC-BY-4.0
- agent-toolkit
- MIT
Last pushed
- repobench
- Aug 16, 2024
- agent-toolkit
- Mar 5, 2026
Categories
- repobench
- Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- repobench
- Dormant (18%)
- agent-toolkit
- Slowing (36%)
Days since push
- repobench
- 719d
- agent-toolkit
- 159d
Open issues (now)
- repobench
- 12
- agent-toolkit
- 17
Owner type
- repobench
- User
- agent-toolkit
- Organization
OSV dependency advisories
- repobench
- No published findings from this source as of 2026-07-11
- agent-toolkit
- No lockfile (source not queried)
Full report
- repobench
- Trust report
- agent-toolkit
- Trust report
Choose repobench if…
- License: repobench is CC-BY-4.0, agent-toolkit is MIT.
- Tags unique to repobench: benchmarking, code-completion, iclr 2024.
- Use RepoBench if you are evaluating the performance of your own repository-level code completion system against established benchmarks.
When NOT to use repobench
- Do not use RepoBench if your focus is on line-level or function-level code completions as opposed to repository-wide assessments.
- Avoid RepoBench in scenarios where you require real-time analytics rather than benchmarking against static datasets and predefined criteria.
Choose agent-toolkit if…
- License: agent-toolkit is MIT, repobench is CC-BY-4.0.
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- Also covers AI Agents.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Leolty/repobench) · observed Aug 5, 2026
- GitHub forks (Leolty/repobench) · observed Aug 5, 2026
- Last push (Leolty/repobench) · observed Aug 16, 2024
- License file (CC-BY-4.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: repobench 214 · agent-toolkit 2.3k (synced Aug 5, 2026).
Common questions
- What is the difference between repobench and agent-toolkit?
- repobench: Benchmarking Repository-Level Code Auto-Completion Systems. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose repobench over agent-toolkit?
- Choose repobench over agent-toolkit when License: repobench is CC-BY-4.0, agent-toolkit is MIT; Tags unique to repobench: benchmarking, code-completion, iclr 2024; Use RepoBench if you are evaluating the performance of your own repository-level code completion system against established benchmarks.
- When should I choose agent-toolkit over repobench?
- Choose agent-toolkit over repobench when License: agent-toolkit is MIT, repobench is CC-BY-4.0; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid repobench?
- Do not use RepoBench if your focus is on line-level or function-level code completions as opposed to repository-wide assessments. Avoid RepoBench in scenarios where you require real-time analytics rather than benchmarking against static datasets and predefined criteria.
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is repobench or agent-toolkit more popular on GitHub?
- agent-toolkit has more GitHub stars (2,307 vs 214). Stars measure visibility, not whether either tool fits your constraints.
- Are repobench and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (repobench: CC-BY-4.0, agent-toolkit: MIT).
- Where can I find alternatives to repobench or agent-toolkit?
- GraphCanon lists graph-backed alternatives at repobench alternatives and agent-toolkit alternatives (repobench markdown twin, agent-toolkit 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, repobench or agent-toolkit?
- repobench: Dormant. agent-toolkit: Slowing. 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 repobench and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: repobench trust report; agent-toolkit trust report.