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PopNx MCPMCP servers for people who use AI · explained in plain words

Repograph

by Karry1123version 0.1.1i★ 1iRuns on your computer
Registry nameio.github.Karry1123/repograph

How to install

What it does

Local architecture maps and caller impact analysis with directory clustering and utility folding.

  • Connects Runs on your computer
  • Account or key No key needed
  • Category Travel, maps & weather

Install

Pick the AI app you use, then copy the settings.

Passed 3/3 checks · Runs on your computer · ✓ Commands checked Nov 13, 2026

First: which AI do you use?

Pick your app and the steps appear below.

Works with Claude, with some setup first

Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Open the Claude desktop app’s settings file

    SettingsDeveloperEdit Config

  3. Paste these settings and save the file

    {
      "mcpServers": {
        "repograph": {
          "command": "npx",
          "args": [
            "-y",
            "repograph-cli",
            "mcp"
          ]
        }
      }
    }
  4. Quit Claude and open it again

  5. Try it

    Use Repograph and tell me what you can do for me, then show me one thing

    ✓ If Claude says it is using Repograph or shows a Repograph tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

ChatGPT cannot connect Repograph yet

Repograph runs on your computer, but ChatGPT can only connect servers that run on the web

What you can do instead

A · Use an app that can connect Repograph

  • Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
  • Install Node.js on your computer first (one time)
  • Install Node.js on your computer first (one time)
  • Install Node.js on your computer first (one time)

B · Others in Travel, maps & weather that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Works with Claude Code, with some setup first

Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Open Terminal

    Mac: press Command+Space and type Terminal · Windows: open PowerShell

  3. Paste this command and press Enter

    claude mcp add --scope user repograph -- npx -y repograph-cli mcp
  4. Type /mcp in Claude Code

    You should see Repograph listed as connected

  5. Try it

    Use Repograph and tell me what you can do for me, then show me one thing

    ✓ If Claude Code says it is using Repograph or shows a Repograph tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor, with some setup first

Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Click this button to open Cursor

    Open in Cursor

    Cursor asks you to confirm; click Install

  3. Open the AI chat in Cursor in Agent mode

  4. Try it

    Use Repograph and tell me what you can do for me, then show me one thing

    ✓ If Cursor says it is using Repograph or shows a Repograph tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code, with some setup first

Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Click this button to open VS Code

    Open in VS Code

    VS Code asks you to confirm; click Install

  3. Open the AI chat in VS Code in Agent mode

  4. Try it

    Use Repograph and tell me what you can do for me, then show me one thing

    ✓ If VS Code says it is using Repograph or shows a Repograph tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use Repograph💬 Discussion →
For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

claude mcp add --scope user repograph -- npx -y repograph-cli mcp

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "repograph": {
      "command": "npx",
      "args": [
        "-y",
        "repograph-cli",
        "mcp"
      ]
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "repograph": {
      "command": "npx",
      "args": [
        "-y",
        "repograph-cli",
        "mcp"
      ]
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "repograph": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "repograph-cli",
        "mcp"
      ]
    }
  }
}

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

Downloads per weeki
81/wk
Connection
Runs on your computer
Latest versioni
0.1.1
Published to registryi
Oct 26, 2026
Code last changedi
Oct 26, 2026
Maker
Karry1123
Packages
npm: repograph-cli
Registry status
Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Run on your computer in

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

All apps, with pros and cons →

Related guides

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account Karry1123, which owns the repo

  • ✓ Pass

    Still maintained

    Code last changed 18 days ago

  • ✓ Pass

    Has a licence

    Uses MIT

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

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User reviews

No reviews yet

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Compared with others in Travel, maps & weatheri

  • More stars than 88% of the other 1869 servers in this category
  • Published to the registry more recently than 61% of the other 1869 servers in this category
  • Basic checks equal to or better than 100% of the other 1869 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Repograph safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed 18 days ago, and the latest version (0.1.1) reached the registry 18 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: LetsFG — Flights & Hotels, Google Maps MCP Server, Mu

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

LetsFG — Flights & Hotels

Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.

by LetsFGWidely used↓ 204/wk★ 2.3KUpdated 2 months ago

Computer or cloud

Google Maps MCP Server

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

by cablateGrowing↓ 1.3K/wk★ 496Updated 2 months ago

Runs on your computer

Mu

News, web search, mail, markets, weather, places, files, calendar, contacts. 67 tools, one endpoint.

by microGrowing★ 439Updated 3 months ago

Runs in the cloud✓ micro.mu

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

RepoGraph

Turn any codebase into an interactive architecture map in 2 seconds. Zero server, full privacy, built for Claude & Claude Code.

👉 [Try the interactive live demo](https://karry1123.github.io/repograph/) (zustand's architecture, generated with one command)

Find the files that matter before changing the code. RepoGraph scans local imports, groups source files by directory and likely architectural layer, and writes an interactive HTML map. Directory clustering and utility folding help keep shared helpers from turning the view into a spiderweb. Three MCP tools let Claude inspect architecture and trace the impact of a proposed change.

“2 seconds” describes the quickstart experience, not a measured performance guarantee. Scan time and HTML size depend on the repository; a small map can be ~40 KB. No account, server, or configuration file is required.

Quickstart

npx repograph-cli .

Open the printed file:///.../repograph.html link. Click a file to see its incoming callers in cyan and outgoing dependencies in red. Double-click directory boxes to collapse or expand them. Press f to fit the graph to the viewport. Search matches subsequences in full file paths; the minimap lets you jump around large graphs.

Node.js 18 or newer is required. Scanning stays on your machine. The HTML embeds your file paths and graph data, so treat it as repository information when sharing. Opening the interactive map downloads pinned Cytoscape/layout scripts from public CDNs; no source or graph data is sent by RepoGraph. The CDN scripts must be reachable on first opening. SVG, JSON, and Mermaid exports need no browser CDN scripts.

CLI reference

repograph [path] [options]

repograph mcp

Options: -o, --output Write to a file --theme dark | light | matrix (default: dark) --max-depth Maximum directory nesting (default: 6) --no-collapse-utils Show utility candidates immediately --format html | json | mermaid | svg (default: html) -V, --version Show version -h, --help Show help

The path defaults to .. HTML defaults to ./repograph.html in your current working directory and prints its absolute file URL after writing. Other formats print to stdout unless --output is supplied. Output directories are created automatically. --max-depth 0 scans only root files.

npx repograph-cli ./my-app --output ./architecture.html --theme matrix

npx repograph-cli . --format json > graph.json npx repograph-cli . --format mermaid --output architecture.mmd npx repograph-cli . --format svg --output architecture.svg npx repograph-cli . --max-depth 10 --no-collapse-utils

The static SVG arranges files in entry → business → unknown → data → util columns. Mermaid exports preserve nested directory subgraphs. Both include utility candidates; HTML initially hides folded utilities and their edges.

Use with Claude

Install from the MCP Registry

RepoGraph is listed on the official MCP Registry as io.github.Karry1123/repograph. Registry-aware clients can install it by that name; the manual Claude setup below also works.

Claude Desktop

Add this entry to claude_desktop_config.json, merging it with existing servers:

{

"mcpServers": { "repograph": { "command": "npx", "args": ["-y", "repograph-cli", "mcp"] } } }

Restart Claude Desktop, then ask: “Scan my repository at /absolute/path/to/project and show the impact of changing src/core/graph.ts.” Use an absolute repository path; the MCP server may start with a different working directory. Windows paths work too, for example F:\\RepoGraph in JSON.

Claude Code
claude mcp add repograph -- npx -y repograph-cli mcp

Ask Claude to generate an architecture map before a refactor, or find all transitive callers of a module before editing it. MCP mode uses stdio for the protocol and writes errors only to stderr.

Tools
ToolArgumentsResult
scan_repository_graphpath (absolute repo root), maxDepth (int, default 6), collapseUtils (bool, default true)Full ArchitectureGraph JSON: nodes, edges, nested clusters, metrics. Use for structure and hub files.
generate_architecture_htmlpath, outputPath (default ./repograph.html, relative to path), theme (dark / light / matrix)Writes a self-contained interactive map; returns { success, filePath, nodeCount }. Use when a person wants a visual.
query_impact_pathpath, changedFile (repo-relative, e.g. src/core/graph.ts)Direct and transitive callers with BFS depth, affected clusters, blast radius. Use before editing or deleting a file.

Each tool performs its own fresh static scan of path on every call, so no prior scan is needed. Tools are annotated readOnlyHint: true except generate_architecture_html, which writes one file.

For HTML generation, a relative outputPath is resolved against the repository path. An absolute output path is used directly. The tools use a utility fan-in threshold of 15. Missing changed files return an error with the closest matching IDs. transitiveDependents includes direct callers at depth 1; blastRadius counts unique affected files and excludes the changed file itself.

How the map works

Imports become edges

Each source file becomes a node with a forward-slash relative ID. Local imports become directed edges from importer to dependency. JavaScript and TypeScript use Babel, with a regex fallback for unsupported syntax. Repeated references of the same type are combined with an edge weight. External packages are dropped. Class inheritance through an imported binding gets an inheritance edge; import() gets a dynamic edge.

RepoGraph tries source extensions, directory index files, NodeNext .js → .ts equivalents, and a heuristic @/ → src/ alias. It does not execute code or load project-specific compiler plugins. Computed imports and custom aliases can be missed.

Layers give the graph meaning
LayerFile or directory cluesColour
Entrycontroller, route, router, handler, api, endpoint, cli, app, server, main; root indexCyan
Businessservice, usecase, core, domain, logic, managerMagenta
Datarepo, repository, model, schema, entity, store, db, dao, migrationAmber
Utilutil, utils, helpers, common, shared, lib, constants, types, config; high fan-inSlate
UnknownEverything elseIndigo

Classification checks entry, business, data, then utility clues. It is an explainable filename heuristic, not a semantic judgement about your design. Clusters reflect the first two directory levels and retain nested parents.

Utility folding reduces noise

Files with more than 12 incoming callers and at most two outgoing dependencies, or utility-like names, are folding candidates. CLI/API default to 12; MCP defaults to 15. Folded nodes and their edges stay in the graph data and impact analysis but disappear from the initial HTML view. “Show utilities” reveals them. Degree counts use unique neighboring files, not repeated imports.

Blast radius follows callers

Impact analysis performs a breadth-first search over reverse edges. It handles cycles, visits each file once, and records the shortest caller depth. The inspector lists direct callers and dependencies; the highlight traces both full transitive chains. If a cycle belongs to both chains, the dependency highlight takes precedence.

Dead-code warnings count files with no incoming local edges that do not look like entry points. Treat these as review hints: frameworks, reflection, external consumers, and dynamic loading can all create valid files with no static callers. Coupling factor is average unique out-degree; density is edges divided by n * (n - 1) (zero for fewer than two files). LOC counts nonblank source lines, including comments.

Supported languages and scan rules

LanguageResolution
JavaScript / TypeScriptESM imports/re-exports, require(), dynamic imports, imported superclass bindings; JS/JSX/MJS/CJS/TS/TSX/MTS/CTS
Pythonimport a.b, absolute and relative from imports, .py modules and __init__.py packages
GoSingle imports and import blocks; paths under the root go.mod module resolve to every scanned .go file in the target directory
Rustmod x; resolves to x.rs or x/mod.rs; use crate::... resolves modules under src/

Root and nested .gitignore rules are respected. RepoGraph skips dependency, build, cache, and editor directories, including node_modules, .git, dist, build, out, coverage, __pycache__, .venv, venv, .next, .nuxt, target, vendor, .idea, .vscode, and .cache. Symlinks are skipped to prevent cycles. Files larger than 1.5 MB and *.min.js are excluded. Test/spec files are excluded from the main graph, with their count retained as metrics.excludedTestFiles.

Python, Go, and Rust resolution is intentionally static and heuristic: workspace manifests, build tags, Python import hooks, Rust macros, and non-root Go modules are not evaluated. Only files included in the scan can become nodes or targets.

Where it fits

This table describes the tools' focus rather than a feature-completeness or performance benchmark. Check each project's current documentation for its full capabilities.

RepoGraphMadgeCodeSeeGitingest
Primary outputLocal interactive HTML architecture mapModule dependency graphsCode exploration and mapping platformRepository text context
WorkflowCLI + three MCP toolsDependency analysis CLI/APIPlatform workflowIngest code for LLM context
Main emphasisLayers, utility folding, caller impactModule relationships and cyclesCollaborative code understandingShareable code context
RepoGraph's approachNo server; embedded graph snapshotComplementary dependency toolingDifferent platform modelComplementary text-first tooling

Programmatic use

import { analyzeRepository } from 'repograph-cli/dist/src/api.js';

import { impactPath } from 'repograph-cli/dist/src/core/graph.js'; import { renderToHtml } from 'repograph-cli/dist/src/renderer/htmlTemplate.js';

const graph = await analyzeRepository('.', { maxDepth: 6, collapseUtils: true, utilThreshold: 12, }); const impact = impactPath(graph, 'src/api.ts'); const html = renderToHtml(graph, { theme: 'dark' });

createServer() and startMcpServer() are exported from dist/src/index.js; importing the module does not start a transport. The graph data model lives in src/types.ts and ships with generated TypeScript declarations.

Contributing

npm install

npm run build node dist/bin/cli.js . --output demo/self.html node dist/bin/cli.js . --format json node dist/bin/cli.js . --format mermaid

During development, use npm run dev -- .. On Windows PowerShell installations that block npm.ps1, use npm.cmd. Keep path IDs portable, avoid executing scanned code, and test resolution changes against a small repository containing the relevant imports. Include reproduction steps and the expected edges in bug reports or contributions.

License

MIT © 2026 Karry. See LICENSE.

Roadmap · star to vote

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