Codeintel

Name: Codeintel
Author: phuongddx

by phuongddxversion 0.4.0i★ –iRuns on your computer

Registry nameio.github.phuongddx/codeintel

Install

Overview

Description from the maker (original English)

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

PopNx MCP’s three pillars

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

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

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

PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

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": {
    "codeintel": {
      "command": "uvx",
      "args": [
        "codeintel-navigation-mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add codeintel -- uvx codeintel-navigation-mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "codeintel": {
      "command": "uvx",
      "args": [
        "codeintel-navigation-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": {
    "codeintel": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "codeintel-navigation-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 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account phuongddx, 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 7220 servers in this category
Published to the registry more recently than 28% of the other 7220 servers in this category
Basic checks equal to or better than 100% of the other 7220 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 Codeintel 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 (0.4.0) reached the registry 3 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) 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 3 days ago

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 20 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 44 days ago

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.

jarvis

Your coding agent should not spend its context window on grep.

When your agent asks *"where is AuthService used?"*, grep returns comments, markdown, test fixtures, and similarly named symbols in one noisy pile. The agent burns context re-reading files to filter signal from noise — and still misses call sites.

jarvis precomputes a local code-intelligence layer so your agent calls findReferences for exact occurrences, goToDefinition for the defining range, callHierarchy for call paths, and searchCode for precise lexical search — ten MCP tools for Claude Code, Cursor, or any MCP client. Your code and indexes never leave your machine.


Without jarvis	Grep → comments, tests, imports mixed with real hits → opens files to filter → guesses at call sites → burns context on search instead of reasoning
With jarvis	`findReferences("AuthService")` → exact file-and-range occurrences → `callHierarchy` for the graph → `searchCode("token refresh")` → answers without opening every match

Quick start · MCP tools · Dashboard · Limits · Details · Docs

Quick start

1. Install the standalone binary:

brew install jarvis-intelligence/jarvis/jarvis

Linux users need Homebrew/Linuxbrew installed first. The formula supports macOS arm64/x86_64 and Linux arm64/x86_64, installs both jarvis and jarvis-server, and embeds Python 3.12, dashboard assets, tree-sitter libraries, watch, scip, zoekt-git-index, and zoekt-webserver. Homebrew supplies universal-ctags. No Python, uv, pip, or PyPI installation is required.

Upgrade with brew upgrade jarvis; recover a damaged installation with brew reinstall jarvis.

2. Index a repo (slug defaults to the directory name):

jarvis index /path/to/your/repo

3. Register the MCP server:

claude mcp add jarvis --scope user -- jarvis-server

Ask your agent *"find all references to AuthService"* — it calls findReferences instead of grepping.

Other MCP clients (Cursor, Claude Desktop, any stdio client)

"mcpServers": { "jarvis": { "command": "jarvis-server" } } }

If your client can't find jarvis-server on PATH (GUI apps often don't inherit your shell's), use the absolute path from which jarvis-server.

Claude Code plugin (registers MCP + ships agent skills)

Install the Homebrew binary first. The plugin adds jarvis skills and can register the already-installed jarvis-server.

/plugin marketplace add jarvis-intelligence/jarvis-index

/plugin install jarvis@jarvis

</details>

Optional language indexers

The standalone package includes the SCIP converter and both Zoekt binaries. The Homebrew formula does not install setup.sh; from a jarvis source checkout, install the optional per-language indexer for your repo:

Language	Installer	Toolchain
TypeScript/TSX	`sh setup.sh --only scip-typescript`	Node.js/npm
Python	`sh setup.sh --only scip-python`	Node.js/npm
Java/Kotlin	`sh setup.sh --only scip-java`	JDK; Kotlin repos require Kotlin 2.2.0 exactly
Swift	`sh setup.sh --only scip-swift`	Xcode on macOS arm64

For Maven-built Java repositories on macOS, also install a modern Bash with brew install bash, then run sh setup.sh --only bash-shim from that same source checkout. Reindex after adding an indexer. Without the matching indexer, documentSymbols and goToDefinition still work via Tree-sitter where coverage exists; findReferences, callHierarchy, and typeHierarchy return recovery guidance.

Not included

semanticSearch is registered for MCP compatibility but is excluded from the standalone distribution. It returns a Homebrew-specific unavailability error that points to the source-build steps below; lexical search and symbol search remain available.

Source-build semantic search

The standalone Homebrew package excludes semantic dependencies. In a source checkout, install them with:

uv run jarvis install-semantic

Then index explicitly:

uv run jarvis index /path/to/repo --semantic

install-semantic also pre-downloads the embedding model (BAAI/bge-m3, ~4.3 GB, one time) into the shared Hugging Face cache (~/.cache/huggingface/); every indexed repo reuses it. If the download is interrupted, the next jarvis index retries it automatically.

MCP tools

Tool	What it does
`goToDefinition`	Resolve a symbol to its defining file and range
`findReferences`	Every occurrence of a symbol across the indexed repo
`callHierarchy`	Incoming/outgoing calls for a symbol
`typeHierarchy`	Supertypes/subtypes
`documentSymbols`	Outline of every symbol defined in one file
`searchCode`	Zoekt lexical/regex search, optionally filtered to one repo
`semanticSearch`	Returns the Homebrew distribution's semantic-unavailability error
`blastRadius`	Which other indexed repos depend on a package, up to 2 hops
`getIndexStatus`	Published commit, freshness, staleness vs. working tree
`indexRepo`	Build an index for a git repo at `path`

Dashboard

jarvis dashboard          # serves http://127.0.0.1:6080 and opens a browser

A localhost web console over the same ~/.jarvis data the CLI and MCP server read:

Requirements and limits

macOS arm64/x86_64 and Linux arm64/x86_64 only. Windows is not supported.
Semantic search is unavailable in the Homebrew distribution.
One language per repo — detected by extension plurality across git-tracked files; override with --language.
jarvis never edits code. It is the retrieval half — Serena complements it for renames/refactors.
Indexing is explicit — run jarvis index (or jarvis watch) before querying.

Details

How it works

One indexing CLI writes precomputed indexes into ~/.jarvis; one stdio runtime reads them down. The two share no other contract.

Publishing is atomic — a reindex writes a new snapshot, then flips the current pointer via os.replace. A query reading the old snapshot keeps working; no downtime window.
The runtime path never writes — every query opens the published snapshot read-only (mode=ro&immutable=1).
The package graph is rebuilt, not accumulated — each reindex clears that repo's outgoing edges before recomputing.

Full detail: docs/system-architecture.md

Indexing CLI reference

jarvis index /path/to/your/repo            # slug defaults to the directory name

jarvis index /path/to/your/repo --slug foo # or pick one explicitly jarvis index /path/to/your/repo --scheme MyScheme # Swift repo with an ambiguous Xcode scheme jarvis index /path/to/your/repo --language python # force the language instead of detecting it jarvis index /path/to/your/repo --no-scip # skip optional SCIP enrichment; syntax baseline + Zoekt still publish jarvis index /path/to/your/repo --scip # re-enable SCIP enrichment (both flags persist per repo) jarvis list jarvis status foo jarvis reindex foo jarvis forget foo jarvis watch /path/to/your/repo [--debounce 5.0] # debounced auto-reindex on file changes (foreground)

</details>

Known upstream limitations

`scip-java` can't index Android/Gradle repos — its Gradle plugin keys off standard source sets that AGP replaces (scip-java#177). Detected automatically; degrades to search-only.
Kotlin indexing requires an exact Kotlin version match — scip-kotlinc is compiled against one pinned release (currently 2.2.0). Detected automatically.
Maven-built Java repos need bash ≥ 4.4 on macOS — brew install bash fixes it.
Swift indexing requires `scip >= v0.9.0` — older converters silently drop occurrence ranges. jarvis index refuses an older scip rather than publishing a broken index.

Configuration

Variable	Purpose
`JARVIS_DATA_DIR`	Override default `~/.jarvis` for all indexes and registry

The source-development semantic path has additional model-prefix overrides; they have no effect in the standalone distribution.

Documentation

docs/project-overview-pdr.md — scope, value prop, out-of-scope items
docs/system-architecture.md — architectural guarantees, storage layout, query paths
docs/codebase-summary.md — module map, test coverage
docs/code-standards.md — code patterns and conventions
docs/dashboard.md — dashboard views, actions, security model

License

MIT

Codeintel

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

jarvis

Quick start

MCP tools

Dashboard

Requirements and limits

Details

Documentation

License