graperoot vs io.github.nerfels/mind-map
graperoot is a plugin bundle for AI coding tools published by kunal12203. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). io.github.nerfels/mind-map is an MCP server published by nerfels. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  graperoot |  io.github.nerfels/mind-map |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 3.8.66 Forks (GitHub): 3 Stars (GitHub): 15 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.12.13 Downloads/month (npm): 517 Downloads/week (npm): 101 Forks (GitHub): 0 Stars (GitHub): 2 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | graperoot | io.github.nerfels/mind-map |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 15 (better) | 2 (worse) |
| Forks (GitHub) (differs) | 3 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (mind-map-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | 1, secrets among them: 0 | 1, secrets among them: 0 |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence (differs) | Proprietary | Not stated |
| Repository (differs) | github.com/kunal12203/graperoot-plugin | github.com/nerfels/mind-map |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
graperoot
Dual-graph code context engine for Claude Code. Builds a structural call graph and dependency graph of your codebase, then delivers precise file and symbol recommendations before Claude starts exploring. Reduces token usage by up to 60% and improves code accuracy by guiding Claude to the right files first. Supports TypeScript, JavaScript, Python, Go, Rust, Java, C/C++, and 10+ more languages. Install via pip, no source code required, fully compiled
io.github.nerfels/mind-map
Experimental code intelligence platform for Claude Code with AST parsing and context analysis
How to run each
graperoot As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install graperoot@claude-communityio.github.nerfels/mind-map As a local MCP server: npm package
claude mcp add --transport stdio mind-map -- npx -y mind-map-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Only graperoot asks for
DUAL_GRAPH_PROJECT_ROOT
Only io.github.nerfels/mind-map asks for
MCP_PROJECT_ROOT
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: graperoot · What it can do: io.github.nerfels/mind-map · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.