Comparison
JustHireMe vs deep-searcher
Verdict
Pick JustHireMe if local-first AI for job seeking with scraping, ranking fit, and personalized application materials; pick deep-searcher if deepSearcher is an open-source tool for reasoning and searching on private data, using vector databases and LLM integrations in Python under Apache-2.0 license.
Markdown twin · JustHireMe alternatives · deep-searcher alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | JustHireMe | deep-searcher |
|---|---|---|
| Maintenance | Active (9d since push) As of 2d · github_public_v1 | Slowing (272d since push) As of 5d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2d · github_public_v1 | Not a fork · Organization account As of 5d · 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 |
Tagline
- JustHireMe
- Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
- deep-searcher
- Open Source Deep Research Alternative to Reason and Search on Private Data.
Stars
- JustHireMe
- 2.2k
- deep-searcher
- 8.1k
Forks
- JustHireMe
- 362
- deep-searcher
- 775
Open issues
- JustHireMe
- 38
- deep-searcher
- 53
Language
- JustHireMe
- Python
- deep-searcher
- Python
Adopt for
- JustHireMe
- Local-first AI for job seeking with scraping, ranking fit, and personalized application materials.
- deep-searcher
- DeepSearcher is an open-source tool for reasoning and searching on private data, using vector databases and LLM integrations in Python under Apache-2.0 license.
Persona
- JustHireMe
- -
- deep-searcher
- -
Runtime
- JustHireMe
- -
- deep-searcher
- -
License
- JustHireMe
- AGPL-3.0
- deep-searcher
- Apache-2.0
Last pushed
- JustHireMe
- Aug 12, 2026
- deep-searcher
- Nov 19, 2025
Categories
- JustHireMe
- AI Agents, Data & Retrieval, Vector Databases
- deep-searcher
- AI Agents, LLM Frameworks, Vector Databases
Trust and health
Maintenance
- JustHireMe
- Active (82%)
- deep-searcher
- Slowing (36%)
Days since push
- JustHireMe
- 9d
- deep-searcher
- 272d
Open issues (now)
- JustHireMe
- 38
- deep-searcher
- 53
Stars delta
- JustHireMe
- +63 (30d)
- deep-searcher
- +59 (30d)
Open issues delta
- JustHireMe
- +5 (30d)
- deep-searcher
- 0 (30d)
Owner type
- JustHireMe
- User
- deep-searcher
- Organization
Full report
- JustHireMe
- Trust report
- deep-searcher
- Trust report
Typed relationship
JustHireMe alternative deep-searcherBoth repositories provide alternative solutions that focus on deep search capabilities over private or scraped data, suitable for local operations without reliance on cloud services.
Shared compatibility
- Python · JustHireMe: Python runtime · deep-searcher: Python runtime
Choose JustHireMe if…
- License: JustHireMe is AGPL-3.0, deep-searcher is Apache-2.0.
- Both repositories provide alternative solutions that focus on deep search capabilities over private or scraped data, suitable for local operations without reliance on cloud services.
- Tags unique to JustHireMe: agents, ai, hireme, hiring.
- Also covers Data & Retrieval.
- Need localized job listings not found on major platforms
When NOT to use JustHireMe
- Seeking cloud-based solutions without local deployment capabilities
- Focus on industries with very specific or confidential application processes
Choose deep-searcher if…
- License: deep-searcher is Apache-2.0, JustHireMe is AGPL-3.0.
- Both repositories provide alternative solutions that focus on deep search capabilities over private or scraped data, suitable for local operations without reliance on cloud services.
- Tags unique to deep-searcher: agent, agentic-rag, deep-research, llm.
- Also covers LLM Frameworks.
- deep-searcher ships Docker support for self-hosted deployment.
- When you require custom search and reasoning capabilities on your private datasets with integration of multiple LLMs like Claude or Qwen3.
When NOT to use deep-searcher
- Avoid if your project demands proprietary solutions, as DeepSearcher is open-source and may not be suitable for closed systems.
- Not ideal when a single vector database suffices; DeepSearcher supports multiple databases which might be overkill and complicate setup unnecessarily.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (vasu-devs/JustHireMe) · observed Aug 21, 2026
- GitHub forks (vasu-devs/JustHireMe) · observed Aug 21, 2026
- Last push (vasu-devs/JustHireMe) · observed Aug 12, 2026
- License file (AGPL-3.0) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zilliztech/deep-searcher) · observed Aug 18, 2026
- GitHub forks (zilliztech/deep-searcher) · observed Aug 18, 2026
- Last push (zilliztech/deep-searcher) · observed Nov 19, 2025
- License file (Apache-2.0) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: JustHireMe 2.2k · deep-searcher 8.1k (synced Aug 21, 2026).
Common questions
- What is the difference between JustHireMe and deep-searcher?
- JustHireMe: Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.. deep-searcher: Open Source Deep Research Alternative to Reason and Search on Private Data.. See the comparison table for live GitHub stats and shared categories.
- When should I choose JustHireMe over deep-searcher?
- Choose JustHireMe over deep-searcher when License: JustHireMe is AGPL-3.0, deep-searcher is Apache-2.0; Both repositories provide alternative solutions that focus on deep search capabilities over private or scraped data, suitable for local operations without reliance on cloud services; Tags unique to JustHireMe: agents, ai, hireme, hiring; Also covers Data & Retrieval; Need localized job listings not found on major platforms.
- When should I choose deep-searcher over JustHireMe?
- Choose deep-searcher over JustHireMe when License: deep-searcher is Apache-2.0, JustHireMe is AGPL-3.0; Both repositories provide alternative solutions that focus on deep search capabilities over private or scraped data, suitable for local operations without reliance on cloud services; Tags unique to deep-searcher: agent, agentic-rag, deep-research, llm; Also covers LLM Frameworks; deep-searcher ships Docker support for self-hosted deployment; When you require custom search and reasoning capabilities on your private datasets with integration of multiple LLMs like Claude or Qwen3.
- When should I avoid JustHireMe?
- Seeking cloud-based solutions without local deployment capabilities Focus on industries with very specific or confidential application processes
- When should I avoid deep-searcher?
- Avoid if your project demands proprietary solutions, as DeepSearcher is open-source and may not be suitable for closed systems. Not ideal when a single vector database suffices; DeepSearcher supports multiple databases which might be overkill and complicate setup unnecessarily.
- Is JustHireMe or deep-searcher more popular on GitHub?
- deep-searcher has more GitHub stars (8,060 vs 2,233). Stars measure visibility, not whether either tool fits your constraints.
- Are JustHireMe and deep-searcher open source?
- Yes - both are open-source projects on GitHub (JustHireMe: AGPL-3.0, deep-searcher: Apache-2.0).
- Where can I find alternatives to JustHireMe or deep-searcher?
- GraphCanon lists graph-backed alternatives at JustHireMe alternatives and deep-searcher alternatives (JustHireMe markdown twin, deep-searcher 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, JustHireMe or deep-searcher?
- JustHireMe: Active. deep-searcher: 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 JustHireMe and deep-searcher?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: JustHireMe trust report; deep-searcher trust report.