--- title: "code-server vs search_with_lepton" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/coder-code-server-vs-leptonai-search-with-lepton" tools: ["coder-code-server", "leptonai-search-with-lepton"] --- # code-server vs search_with_lepton *GraphCanon updated Jul 11, 2026* ## Verdict Pick code-server when license: code-server is MIT, search_with_lepton is Apache-2.0; pick search_with_lepton when license: search_with_lepton is Apache-2.0, code-server is MIT. [code-server](https://coder.com) reports 78k GitHub stars, 6.7k forks, and 157 open issues, last pushed Jul 11, 2026. [search_with_lepton](https://search.lepton.run) has 8.1k stars, 1.0k forks, and 47 open issues, last pushed Dec 2, 2025. Figures are from public GitHub metadata via [code-server's repository](https://github.com/coder/code-server) and [search_with_lepton's repository](https://github.com/leptonai/search_with_lepton). | | [code-server](/tools/coder-code-server.md) | [search_with_lepton](/tools/leptonai-search-with-lepton.md) | | --- | --- | --- | | Tagline | VS Code in the browser | Building a quick conversation-based search demo with Lepton AI. | | Stars | 78,364 | 8,089 | | Forks | 6,748 | 1,003 | | Open issues | 157 | 47 | | Language | TypeScript | TypeScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Developer Tools, Inference & Serving | Developer Tools, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [code-server](/tools/coder-code-server.md) | [search_with_lepton](/tools/leptonai-search-with-lepton.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 221d | | Archived on GitHub | No | Yes | | Open issues (now) | 157 | 47 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/coder-code-server/trust.md) | [trust report](/tools/leptonai-search-with-lepton/trust.md) | ## Choose when ### Choose code-server if… - License: code-server is MIT, search_with_lepton is Apache-2.0. - Tags unique to code-server: browser-ide, dev-tools, development-environment, ide. - More GitHub stars (78k vs 8.1k) - visibility, not fit. ### Choose search_with_lepton if… - License: search_with_lepton is Apache-2.0, code-server is MIT. - Tags unique to search_with_lepton: ai, ai-applications, leptonai, llm. - Also covers LLM Frameworks. ## When NOT to use code-server - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use search_with_lepton - search_with_lepton is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between code-server and search_with_lepton? code-server: VS Code in the browser. search_with_lepton: Building a quick conversation-based search demo with Lepton AI.. See the comparison table for live GitHub stats and shared categories. ### When should I choose code-server over search_with_lepton? Choose code-server over search_with_lepton when License: code-server is MIT, search_with_lepton is Apache-2.0; Tags unique to code-server: browser-ide, dev-tools, development-environment, ide; More GitHub stars (78k vs 8.1k) - visibility, not fit. ### When should I choose search_with_lepton over code-server? Choose search_with_lepton over code-server when License: search_with_lepton is Apache-2.0, code-server is MIT; Tags unique to search_with_lepton: ai, ai-applications, leptonai, llm; Also covers LLM Frameworks. ### When should I avoid code-server? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid search_with_lepton? search_with_lepton is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is code-server or search_with_lepton more popular on GitHub? code-server has more GitHub stars (78,364 vs 8,089). Stars measure visibility, not whether either tool fits your constraints. ### Are code-server and search_with_lepton open source? Yes - both are open-source projects on GitHub (code-server: MIT, search_with_lepton: Apache-2.0). ### Where can I find alternatives to code-server or search_with_lepton? GraphCanon lists graph-backed alternatives at [code-server alternatives](/tools/coder-code-server/alternatives) and [search_with_lepton alternatives](/tools/leptonai-search-with-lepton/alternatives) ([code-server markdown twin](/tools/coder-code-server/alternatives.md), [search_with_lepton markdown twin](/tools/leptonai-search-with-lepton/alternatives.md)), 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](/compare/coder-code-server-vs-leptonai-search-with-lepton.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, code-server or search_with_lepton? code-server: Very active. search_with_lepton: Archived. 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 code-server and search_with_lepton? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [code-server trust report](/tools/coder-code-server/trust); [search_with_lepton trust report](/tools/leptonai-search-with-lepton/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=coder-code-server`](/api/graphcanon/graph?tool=coder-code-server) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_