MCP Servers

ahmedxuhri/bigindexer

Name: ahmedxuhri/bigindexer
Author: Various

BGI tries to group code based on what the code actually does (its behavior), not just which file imports what.

Visit site ↗

Our verdict

Not reviewed yet

We have not reviewed ahmedxuhri/bigindexer yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About ahmedxuhri/bigindexer

BigIndexer groups code by behavioral similarity rather than import relationships. It analyzes Python code to cluster functions and classes that perform similar tasks, helping developers navigate unfamiliar codebases.

Best for

Developers exploring or refactoring Python codebases who want behavioral clustering

Use cases

Discovering related functions across a large codebase
Understanding code organization in legacy or undocumented projects
Refactoring by identifying duplicated or overlapping logic

Notes

2 stars on GitHub. Last updated 2026-06-06. Licensed Apache-2.0.

Pros

Novel approach to code indexing based on behavior
Lightweight Python tool with no external dependencies
Useful for exploring unfamiliar repositories

Cons

Very early stage with only 2 GitHub stars
Limited documentation and community support
May not scale well to very large codebases

Key facts

What we have checked

Days since the last commit: 78; Checked 7 Nov 2026GitHub
GitHub forks: 0; Checked 7 Nov 2026GitHub
GitHub stars: 4; Checked 7 Nov 2026GitHub
Open issues: 1; Checked 7 Nov 2026GitHub
Releases in the last 90 days: 0; Checked 7 Nov 2026GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install bigindexer==0.1.3

Clients the listing names (not checked here)

Continue

Install

Add ahmedxuhri/bigindexer to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio ahmedxuhri-bigindexer -- uvx bigindexer@0.1.2

Version 0.1.2 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "ahmedxuhri-bigindexer": {
      "command": "uvx",
      "args": [
        "bigindexer@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "ahmedxuhri-bigindexer": {
      "command": "uvx",
      "args": [
        "bigindexer@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "ahmedxuhri-bigindexer": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "bigindexer@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read 24 Oct 2026 · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.ahmedxuhri-bigindexer]
command = "uvx"
args = ["bigindexer@0.1.2"]

Version 0.1.2 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Codex's config docs

ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What ahmedxuhri/bigindexer connects to

5 clients, each with how we know and when we checked.

Works with	Type	How we know	Checked
Claude Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.1.2Config checked	24 Oct 2026Claude Code docs
Claude Desktop	Client	Install recipe matches the client's documented formatRuns locally, version 0.1.2Config checked	24 Oct 2026Claude Desktop docs
Cursor	Client	Install recipe matches the client's documented formatRuns locally, version 0.1.2Config checked	24 Oct 2026Cursor docs
VS Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.1.2Config checked	24 Oct 2026VS Code docs
Codex	Client	Install recipe matches the client's documented formatRuns locally, version 0.1.2Config checked	24 Oct 2026Codex docs

Stars and usage

How ahmedxuhri/bigindexer is growing

GitHub stars

4 to 4

stars. 26 Oct 2026 to 7 Nov 2026, 3 readings.

Source: GitHub. Checked 7 Nov 2026.

Health and security

Is ahmedxuhri/bigindexer looked after, and what do its setup files show

Health score

32 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked 7 Nov 2026. How it is worked out

Part	Points	What we saw
Recent activity	25.7 of 30	Last push 78 days ago
Releases	0 of 15	0 releases in 90 days
Issue replies	Not counted	The latest check has no issue response reading (fewer than 3 measured issues, or issues switched off)
Maintainer	0 of 15	Owned by a single user
Official source	0 of 20	Community server

Alternatives

Alternatives to ahmedxuhri/bigindexer

Record	Type	How we know	Checked
oraios/serenaThis is an alternative to it	MCP server	Named in the listing	Not dated
repowise-dev/repowiseThis is an alternative to it	MCP server	Named in the listing	Not dated

Compare

Compare ahmedxuhri/bigindexer side by side

Sources

Where this comes from

GitHubRegistry
Checked 7 Nov 2026 · Days since the last commit, GitHub forks, GitHub stars, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Alternative to2 entries

MMCPlowCatalogue

oraios/serena

Various

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

★ 24,823

MMCPlowCatalogue

repowise-dev/repowise

Various

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

★ 6,306

Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

← Back to MCP Servers Submit your own entry →