Prototype · Preview: every server in the official registry, synced every 30 minutes. Reviews and accounts come in a later step.
PopNx MCPMCP servers for people who use AI · explained in plain words

repomap

by SylphxAIversion 1.9.0i★ –iRuns on your computer
Registry nameio.github.SylphxAI/repomap

Install

Overview

Description from the maker (original English)

A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Search & AI memory

Install

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

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "repomap": {
      "command": "npx",
      "args": [
        "-y",
        "@sylphx/repomap",
        "mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add repomap -- npx -y @sylphx/repomap mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "repomap": {
      "command": "npx",
      "args": [
        "-y",
        "@sylphx/repomap",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "repomap": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@sylphx/repomap",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

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

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 7, 2026

  • ✓ Pass

    Maker matches the repo

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

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – 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

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 7277 servers in this category
  • Published to the registry more recently than 74% of the other 7277 servers in this category
  • Basic checks equal to or better than 100% of the other 7277 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 repomap safe?

It passed 1 of 1 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 –, and the latest version (1.9.0) reached the registry 13 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: Context7, Codebase Memory, Exa

Alternatives

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

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

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month
Install

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.

repomap

A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.

Code graph · hybrid search · call paths · change impact · an interactive graph UI.

One Rust binary. Local. No API key. MIT.

npx -y @sylphx/repomap setup

Live demo · Docs · Quickstart · Tools · Graph UI · Benchmarks · Compare

The real UI on excalidraw (687 files, indexed in under half a second): search, a symbol's code and callers, then the blast radius of a change. Try it in your browser , no install needed.

See it work

Run it on any repository. This is the real output on repomap's own source (v1.5.0, trimmed): ask what breaks if pagerank changes.

$ npx -y @sylphx/repomap impact pagerank

Impact (MEDIUM risk)

Changing: function pagerank (crates/repomap-core/src/graph.rs:639) 2 direct callers, 4 symbols affected in total across 6 files and 3 modules; 5 files importing the changed files; 1 test file to run.

Direct callers (will break if the contract changes)

  • method DbSchema.graph_json — crates/repomap-core/src/db.rs:1981
  • function link — crates/repomap-core/src/graph.rs:122

Indirect (depth 2)

  • function assemble — crates/repomap-core/src/index.rs:700

One local call, no API key, and an answer your agent can cite as file:line.

Quickstart

npx -y @sylphx/repomap setup     # add repomap to Claude Code, Codex, Cursor, VS Code, Claude Desktop, Windsurf, Gemini CLI

npx -y @sylphx/repomap serve # open the graph UI for the current repo

Prefer to wire one client by hand? claude mcp add repomap -- npx -y @sylphx/repomap mcp for Claude Code; the Cursor, VS Code, Codex and Docker snippets follow.

That's it. Add --claude-hooks to also enrich Claude Code's Grep and Glob. setup detects the clients you have, writes their MCP config, and prints every change it made. Run it again and nothing changes. Then ask your agent: *"Use repomap to map this repo."*

Cursor and VS Code, one click

· Install in VS Code

Requires Node 18+. Confirm the install in your editor, open your project, and enable the server. Both links run npx -y @sylphx/repomap mcp locally; no API key is needed.

For VS Code from a terminal:

code --add-mcp '{"name":"repomap","command":"npx","args":["-y","@sylphx/repomap","mcp"]}'

Or add the server to .cursor/mcp.json:

{

"mcpServers": { "repomap": { "command": "npx", "args": [ "-y", "@sylphx/repomap", "mcp" ] } } }

For .vscode/mcp.json, use the VS Code servers format:

{

"servers": { "repomap": { "type": "stdio", "command": "npx", "args": [ "-y", "@sylphx/repomap", "mcp" ] } } }

<!-- editor-install:end -->

Manual MCP config

{

"mcpServers": { "repomap": { "command": "npx", "args": ["-y", "@sylphx/repomap", "mcp"] } } }

Claude Code: claude mcp add repomap -- npx -y @sylphx/repomap mcp Claude Desktop, one click: download repomap- .mcpb from the latest release, open it, and pick your project folder. Claude Code plugin: /plugin marketplace add SylphxAI/repomap, then /plugin install repomap@repomap Codex (~/.codex/config.toml):

[mcp_servers.repomap]

command = "npx" args = ["-y", "@sylphx/repomap", "mcp"]

Docker (stdio, amd64/arm64):

{ "mcpServers": { "repomap": { "command": "docker", "args": ["run", "-i", "--rm", "-v", "/path/to/repo:/workspace:ro", "ghcr.io/sylphxai/repomap"] } } }

The server indexes the client's workspace root (or its working directory, or REPOMAP_ROOT). Every tool also takes root.

Proof: file localization on SWE-bench Verified

One issue-text search finds every fix file in the top 10 for 83.0% of SWE-bench Verified issues (semble: 71.0%). File retrieval, not issue resolution.

Chart values and evaluation protocol SWE-bench Verified: every gold fix file in the top k files Method Acc@1 Acc@5 Acc@10 repomap 48.8% 74.8% 83.0% semble 34.0% 61.6% 71.0% BM25 20.8% 45.4% 55.8% Defaults selected on 300 disjoint SWE-bench test instances, excluding every Verified ID, then frozen before one evaluation on all 500 Verified instances. One search per issue, at its base commit; gold files are used only for scoring. All three methods scored 500/500, with zero errors. Split definitions, pinned revisions and full results · Committed chart data

Trade-off: on semble's public code-search set, NDCG@10 is 0.845 versus semble's 0.851 ; semble wins there. This is not a claim of better search on every task. Measured search quality and limitations .

Why

Agents burn most of their context on grep, ls and reading whole files just to work out where things are. repomap gives them the map up front:

  • Where is it? Hybrid search that matches symbol names, the words inside functions *and* what the code means, with the lines that matched. Ask "where are failed requests retried" or parseConfig.
  • What is this? One call returns a symbol's code, callers with call-site lines, callees, subtypes and the tests that reach it.
  • How does A reach B? The shortest call path, each hop cited file:line.
  • What breaks if I change this? Direct and indirect callers, importing files, modules touched, tests to run, and a risk level. Point it at your git diff before you commit.
  • What does this repo look like? Modules found from real dependencies (not just folders), the most central files, the most used symbols, and entry points.

All of it comes from a local index: tree-sitter parsing, a resolved import and call graph, PageRank, Louvain communities, BM25 over AST chunks, and a small static code embedding model (33 MB, downloaded once from Hugging Face, then offline). Nothing leaves your machine, and no API is called; the model download is the only network request (set REPOMAP_EMBED=0 to skip it).

What your agent gets

Six tools, each with an obvious job:

ToolAsk itReturns
map"Give me the lay of the land" / focus: "src/server"Modules, central files, key symbols, entry points; an outline with line numbers when focused
search"where are failed requests retried", "parseConfig"Ranked file:line ranges (functions, methods, classes) by keywords, names and meaning, with the matching lines
contextSessionStore.refresh, src/auth/token.ts, token.ts:42Code, callers (with call sites), callees, subtypes, members, imports, importers, tests
tracefrom: handleRequest, to: db.queryShortest call path, or the call tree above/below a symbol
impacttarget: verifyToken or changed: trueRisk level, callers by depth, importing files, modules, tests to run
dbtable: users, or url_env: DATABASE_URL for a live databaseTables, keys, indexes, and the code (file:line) that queries each table

Answers are compact text that cites file:line, so they cost few tokens. Pass format: "json" for structured output.

> impact target=decode

Impact (LOW risk)

Changing: function decode (src/auth/token.ts:14) 1 direct caller, 3 symbols affected in total across 3 files and 2 modules; 1 file importing the changed files; no tests reach this.

Direct callers (will break if the contract changes)

  • function verifyToken — src/auth/token.ts:8

Indirect (depth 2)

  • method SessionStore.refresh — src/auth/session.ts:5

Indirect (depth 3)

  • function handleRefresh — src/api/router.ts:6

Importing files

  • src/auth/session.ts

The same commands work in your terminal: repomap map, repomap search "…", repomap context X, repomap trace A B, repomap impact --changed, repomap db.

The graph UI

npx -y @sylphx/repomap serve            # live, with code preview

npx -y @sylphx/repomap export # repomap.html: one self-contained file you can publish

Impact. Select a file and press i : everything that depends on it lights up by depth, with a list you can click through. Code. Click a symbol to see its source, callers and callees. Open ↗ jumps to y

Only the beginning is shown; read the rest in the repo

Ask PopNx