All licenses are one-time purchases for commercial use. Choose a Munch Duo bundle (code + docs together) or license either tool individually.
Commercial use for a single developer. The right license if you're an independent developer, freelancer, or sole contributor adding AI code assistance to your workflow.
The complete token-efficiency stack for one developer. jCodeMunch indexes your codebases and delivers symbol-accurate retrieval — functions, classes, methods — via MCP. jDocMunch indexes your documentation and delivers section-level search across Markdown, RST, Jupyter notebooks, HTML, OpenAPI specs, and more.
Together they eliminate both the file-read problem (code) and the doc-read problem (docs). Index once per project, query in milliseconds for the rest of the project's lifetime.
jCodeMunch indexes your source code using tree-sitter AST parsing and exposes a set of MCP tools that let AI agents retrieve functions, classes, methods, constants, and more by symbol name — not by reading entire files.
A standard agent reading a 565 KB .NET codebase consumes ~141K tokens per query. The same query via jCodeMunch costs ~480 tokens — a 99.7% reduction. At $5/1M tokens, that's the difference between $0.71 and $0.002 per query.
jDocMunch indexes documentation files and exposes MCP tools for section-level search — so AI agents can find the exact paragraph or API spec entry they need without ingesting an entire knowledge base.
Pairs naturally with jCodeMunch: code questions go to the symbol index, documentation questions go to the section index. Together they cover the full context-window problem.
All Builder licenses cover one named developer for commercial use. Need a team license? See Studio below.
Commercial use for up to 5 developers at the same organization. The right tier for an AI-enabled engineering team standardizing on efficient context retrieval.
Both retrieval layers for your whole team. Every developer on the team gets the same low-token-cost access to code symbols and documentation sections through Claude, Cursor, or any MCP-compatible client.
One bundle, both tools, up to 5 seats. The cleanest way to standardize AI-assisted development across a small engineering team.
The same surgical symbol retrieval as the Builder license, extended to cover up to five developers at your organization. Ideal for teams where multiple engineers are working across shared codebases or using AI coding assistants daily.
Section-level documentation retrieval for up to five developers. Keep your team's AI agents answering doc questions precisely — whether your docs are Markdown wikis, RST reference manuals, Jupyter notebooks, or OpenAPI specs.
Studio licenses cover up to 5 developers at the same organization. For larger teams, see Platform.
For organizations standardizing on structured AI retrieval across departments or larger engineering teams. Unlimited internal developers at a single organization.
The complete retrieval stack for an entire organization. Deploy jCodeMunch and jDocMunch across your engineering org — internal tooling, CI pipelines, shared MCP servers — under a single license.
One bundle covers both tools, no per-seat counting, no recurring fees. The most cost-effective option for orgs with more than five developers using these tools.
Unlimited internal use of jCodeMunch across your organization. Deploy as a shared MCP server, integrate into CI/CD pipelines, or let every developer run their own instance — all under one license.
Unlimited internal use of jDocMunch across your organization. Index and serve documentation to every AI agent in your org — internal wikis, API specs, runbooks, knowledge bases — under a single license.
Need enterprise terms, SLA, or a custom deployment arrangement? Contact us.
Every SKU with direct purchase links.
| Product | Tier | Seats | Price | |
|---|---|---|---|---|
| Munch Duo Bundle | Builder | 1 developer | $89 | Buy |
| Munch Duo Bundle | Studio | Up to 5 developers | $399 | Buy |
| Munch Duo Bundle | Platform | Org-wide | $2,249 | Buy |
| jCodeMunch only | Builder | 1 developer | $79 | Buy |
| jCodeMunch only | Studio | Up to 5 developers | $349 | Buy |
| jCodeMunch only | Platform | Org-wide | $1,999 | Buy |
| jDocMunch only | Builder | 1 developer | $29 | Buy |
| jDocMunch only | Studio | Up to 5 developers | $99 | Buy |
| jDocMunch only | Platform | Org-wide | $499 | Buy |