GenAI Detection Engineering Registry

An interactive reference of 60 GenAI tools with process names, config paths, integrations, and official doc links. Search by tool name, vendor, process name, or CLI executable to quickly find what you need.

60
Total Tools
60
Verified
44
Agentic
40
Shell Spawners
44
MCP Support
17
Public ecosystem
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Showing 60 of 60 tools

GitHub Copilot

AgenticA+mac · linux · winPublic ecosystem ×4

Microsoft / GitHub · Docs

IDE Agent

GitHub Copilot: VS Code / JetBrains extension (Code Helper host), standalone Copilot CLI, and GitHub.com cloud coding agent. Cloud agent is branch-first (research/plan/code before PR). /fleet CLI command for parallel sub-agents. Commit signing and organization firewall controls. Signing on the IDE surface is the Visual Studio Code host — shared by all extensions, not Copilot-specific.

copilotcopilot.exeCopilot+3 more

Cursor

AgenticA+mac · winPublic ecosystem ×2

Anysphere · Docs

IDE Agent

Cursor IDE (Electron) plus a separate Agent CLI (`agent` command). Cursor 3 rebuilt around agent-based workflows: Agents Window for parallel agents across local/cloud/SSH, Design Mode for browser annotation, /best-of-n parallel model runs, local-to-cloud handoff, and cursor.com/agents web interface sharing the desktop codebase.

cursorcursor.exeCursor+8 more

Claude Code

AgenticA+mac · linux · winPublic ecosystem ×2

Anthropic · Docs

CLI Agent

Anthropic's agentic coding CLI and IDE companion. Native Mach-O binary (not Electron). Executes shell commands via a zsh wrapper with environment snapshot files. TUI mode (/tui, flicker-free fullscreen), push notifications, Opus 4.7 with xhigh effort level, Windows PowerShell support, session restoration for /loop workflows.

claudeclaude.exe

Claude Desktop

CmacPublic ecosystem

Anthropic · Docs

Desktop App

Anthropic's Electron-based desktop chat application. Separate product from Claude Code CLI. Can spawn Claude Code as a subprocess for agent mode. Claude Design (Anthropic Labs) is a visual creation tool within Claude (web and desktop) powered by Opus 4.7 -- creates prototypes, slides, one-pagers, landing pages. Exports PDF/PPTX/HTML. Shares infrastructure with Claude Desktop.

ClaudeClaude HelperClaude Helper (Plugin)+2 more

Windsurf

AgenticA+mac · winPublic ecosystem ×2

Cognition (formerly Codeium / Exafunction) · Docs

IDE Agent

Electron VS Code fork by Codeium, acquired by Cognition (makers of Devin). 'Cascade' is the brand name for Windsurf's in-IDE AI agent. Adaptive model router intelligently selects best model per task. Supports Claude Opus 4.6, GPT-5.4, GPT-5.3-Codex, Gemini 3.1 Pro. Task queue and background agent features show Devin integration. 1M+ active users. Shell wrapper uses zsh -l (login shell).

windsurfwindsurf.exeWindsurf+5 more

Codex CLI (OpenAI)

AgenticA+mac · linux · winPublic ecosystem ×2

OpenAI · Docs

CLI Agent

OpenAI's open-source Rust-based coding agent CLI. Uses Seatbelt (macOS), Bubblewrap+seccomp (Linux), or custom ACLs (Windows) sandboxing. Default model is GPT-5.4. Amazon Bedrock provider support. background_agent tool for parallel work. Project instructions use AGENTS.md / AGENTS.override.md; user-level ~/.codex/AGENTS.md. MCP: ~/.codex/config.toml and project .codex/config.toml (trusted repos), `codex mcp`, in-session /mcp.

codexcodex.exeCodex+2 more

Gemini CLI

AgenticA+mac · linux · winPublic ecosystem

Google · Docs

CLI Agent

Google's open-source Node.js CLI coding agent. Sets GEMINI_CLI=1 in subprocesses (empirically observed). Config directory overridable via GEMINI_CLI_HOME per Gemini CLI configuration reference.

geminigemini.exegemini-cli+2 more

Google Antigravity

AgenticA+mac · linux · win

Google · Docs

IDE Agent

Google's agent-first IDE (VS Code-derived): Editor view plus Manager surface for asynchronous multi-agent work. Agents use the editor, terminal, and integrated browser; progress is surfaced as Artifacts. Public preview (Nov 2025). Multi-model (Gemini and partner models per product positioning). macOS Homebrew cask installs Antigravity.app (bundle id com.google.antigravity) with the sealed main Mach-O named Electron under Contents/MacOS plus a Homebrew-linked agy shim to Contents/Resources/app/bin/antigravity. Windows: winget Google.Antigravity (native ARM64/x64). Linux: official linux-x64 tarball (Antigravity.tar.gz) containing an ELF x86-64 antigravity binary; stable CDN has no linux-arm64 artifact as of 1.23.2.

Antigravityantigravityagy+10 more

Ollama

Cmac · linux · win

Ollama (Infra Technologies, Inc) · Docs

Local Server

Local LLM inference server written in Go with vendored webview wrapper (webview_go, NOT Electron despite bundle_id). Spawns ollama_llama_server runner subprocesses for loaded models. Default API on port 11434.

ollamaollama.exeOllama

Cline (formerly Claude Dev)

AgenticBlinuxPublic ecosystem ×2

Cline (OSS) · Docs

IDE Extension

Autonomous AI coding agent VS Code extension. Creates/edits files, runs terminal commands with human-in-the-loop approval. Extension ID: saoudrizwan.claude-dev.

Code Helper (Plugin)Cursor Helper (Plugin)Windsurf Helper (Plugin)

Aider

AgenticA+mac · linux · win

Aider AI (OSS) · Docs

CLI Agent

Open-source AI pair programming CLI. Edits code in local git repos by communicating with LLM APIs. Runs as Python process.

aiderpythonpython3

Continue

AgenticBlinux · winPublic ecosystem ×2

Continue Dev (OSS) · Docs

IDE Extension

Open-source AI code assistant. VS Code and JetBrains extension with agent mode, terminal execution, and MCP support. Continue CLI ('cn' binary) is also distributed via npm install -g @continuedev/cli, install scripts, or PowerShell installer; the CLI provides a terminal-based coding agent with the same config home (~/.continue/).

Code Helper (Plugin)cncn.exe+1 more

Cody / Amp

AgenticA+mac · linux · winPublic ecosystem ×2

Sourcegraph (Cody) / Amp Inc. (Amp) · Docs

IDE Agent

Sourcegraph and Amp are now independent companies. Cody is enterprise-only ($59/user/month, Free and Pro plans discontinued). Amp is a separate CLI-first agentic coding product (VS Code extension deprecated in favor of terminal and web). Amp offers free (ad-supported) and enterprise tiers.

ampcodynode+1 more

Zed

AgenticA+mac · linuxPublic ecosystem ×2

Zed Industries, Inc. · Docs

IDE Agent

High-performance AI-native code editor written in Rust (no Electron). Agent panel can execute shell commands. First-class MCP support. Reads multiple instruction file formats. Parallel Agents feature enables multiple AI agents running simultaneously in one editor with threads sidebar, top-down streaming, subagent content preview. Supports Opus 4.7, GPT-5.4, Gemini 3.1 Pro, Grok.

Zedzedzed.exe+1 more

LM Studio

Cmac · win

Element Labs · Docs

Local Desktop

Electron-based local LLM inference desktop app. Exposes OpenAI and Anthropic-compatible REST API on localhost:1234.

LM Studiolmstudiolmstudio.exe+2 more

Jan

Cmac · win

JAN AI PTE. LTD. (jan.ai) · Docs

Local Desktop

Local AI desktop assistant built on Tauri v2/Rust+WebView. No Electron helper processes. Requires MCP for tool-use. Bundles bun and uv runtimes. Uses llama-server for local inference.

Janjanjan.exe

GPT4All

Cmac · win

Nomic AI · Docs

Local Desktop

Qt 6.8-based local LLM desktop app by Nomic AI. No Electron helper processes. Local API server on port 4891.

gpt4allgpt4all.exeGPT4All

Tabnine

AgenticBlinux · win

Tabnine (Codota) · Docs

IDE Extension

AI code completion and review engine with agentic capabilities (code review, generation). Runs as a local binary subprocess within IDEs. Protocol: JSON over stdin/stdout, one JSON per line (newline-delimited).

TabNineTabNine.exeTabNine-deep-local+2 more

Devin

AgenticA+mac · win

Cognition Labs (legal entity: Exafunction, Inc.) · Docs

CLI Agent

Autonomous AI software engineer. Originally cloud-only; now also ships a local CLI ('Devin for Terminal') and an ACP server. Local CLI is a single statically-linked Rust binary (~110 MB) signed by Exafunction, Inc. (Team ID 83Z2LHX6XW). Cognition acquired Windsurf in July 2025; Devin CLI subprocesses still spawn the Windsurf shell wrapper.

devindevin.exe

Replit / Ghostwriter

AgenticDmac · linux · winPublic ecosystem

Replit · Docs

Cloud Agent

Replit AI: cloud Agent/Ghostwriter (server-side) plus optional Electron desktop wrapper (github.com/replit/desktop). Surfaces split by footprint: cloud has no local agent binary; desktop exposes Replit* processes only.

ReplitReplit HelperReplit Helper (Renderer)+4 more

Bolt (bolt.new)

AgenticBmac · linux · win

StackBlitz · Docs

Cloud Agent

AI-powered web development tool. 100% browser-based using WebContainers (Node.js in WebAssembly). No local process and no official CLI/desktop app from StackBlitz. Note: npm packages `bolt-cli` and `@stackblitz/cli` are unrelated to bolt.new.

Grok

A+mac · win

xAI · Docs

API Only

xAI's LLM. Includes Grok Build (cloud-based agentic coding). No official CLI or desktop app from xAI itself — API-only at api.x.ai. Community wrappers exist and ARE detectable on the endpoint: grok-agent (npm), Grok-Electron-Client, GrokChat (SwiftUI). Confirmed no /Applications/Grok.app from xAI.

grokgrok.exegrok-agent+1 more

GenAIScript (Microsoft)

AgenticA+linux · winPublic ecosystem

Microsoft · Docs

CLI Agent

Microsoft's JavaScript-based scripting framework for LLM automation. Uses host.exec() for shell commands and Docker containers for sandboxed execution.

genaiscriptgenaiscript.exenode+1 more

OpenClaw (formerly Moltbot, Clawdbot)

AgenticBmac · linuxPublic ecosystem ×2

openclaw/openclaw (OSS, no company) · Docs

Agent Framework

Personal AI agent daemon (Node.js). Gateway-based architecture with WebSocket + REST API. ClawHub skill marketplace. Multiple chat-platform integrations (Slack, Discord, Telegram, Matrix, WhatsApp). High-risk per third_party_research section. Related variants: NanoClaw (security-focused, ~24k stars), PicoClaw (edge/IoT, Go, ~25k stars), ZeroClaw (Rust, ~27k stars).

nodenode.exeopenclaw+5 more

Qwen Code

AgenticA+mac · linux · winPublic ecosystem ×3

Alibaba / QwenLM · Docs

CLI Agent

Alibaba's terminal-based AI coding agent. npm package @qwen-code/qwen-code. Qwen models also commonly run locally via Ollama.

qwenqwen.exenode

OpenCode

AgenticA+mac · linux · win

Charmbracelet (formerly opencode-ai, OSS) · Docs

CLI Agent

Open-source AI coding agent with TUI, renamed from OpenCode to Crush (charmbracelet/crush). Distributed via npm (opencode-ai) as a native Bun binary. Supports 75+ LLM providers, built-in skills (crush-config), and server-client architecture (experimental). opencode-ai/opencode repo is ARCHIVED.

opencodeopencode.execrush+1 more

llama.cpp (llama-server / llama-cli)

Dmac · linux

ggml-org (OSS) · Docs

Local Server

C/C++ local LLM inference tools. llama-server runs an OpenAI and Anthropic-compatible HTTP API on port 8080. llama-cli is the interactive CLI. Repo moved from ggerganov/llama.cpp to ggml-org/llama.cpp.

llama-serverllama-clillama-quantize+4 more

KoboldCpp

AgenticCmac · linux

LostRuins (OSS) · Docs

Local Server

C++ (llama.cpp-based) local LLM inference server with Python wrapper. Default port 5001. No authentication by default.

koboldcppkoboldcpp.exeKoboldCpp+4 more

Text Generation WebUI (oobabooga)

Cmac

oobabooga (OSS) · Docs

Local Server

Python-based local LLM web UI with Gradio frontend. Runs server.py as main entry. Has built-in tool-calling via user_data/tools/. Zero telemetry. Distributed as a git-cloned repo (no PyPI / homebrew package); Conda environment is materialized into installer_files/env/ on first run of start_<os>.sh.

textgentextgen.exepython+1 more

NemoClaw (NVIDIA)

AgenticBmac · linuxPublic ecosystem ×3

NVIDIA · Docs

Agent Framework

NVIDIA's open-source (Apache 2.0) enterprise security wrapper for OpenClaw. Architecture: NemoClaw Plugin (TypeScript CLI) + NemoClaw Blueprint (Python orchestrator) + OpenShell Sandbox (K3s Kubernetes inside Docker container). Adds container-isolated agent execution with YAML security policies, inference routing through approved endpoints, and PII stripping. Announced at GTC 2026 (March 16, 2026). Early preview/alpha.

nodenode.exenemoclaw+2 more

Bito

Cmac · linux

Bito AI · Docs

CLI Agent

AI code assistant with IDE extensions (VS Code, JetBrains) and standalone CLI. AI Architect MCP server available. AI models: ADVANCED (GPT-4o, Claude Sonnet 3.5, 240K context), BASIC (GPT-4o mini, 40K context).

bitobito.exebito-lca+1 more

VSCodium

Cmac · linux · winPublic ecosystem

VSCodium (OSS community) · Docs

IDE Agent

Community build of VS Code from MIT source, without Microsoft telemetry. Uses Open VSX Registry instead of VS Code Marketplace. Different process names and config paths from VS Code.

VSCodiumcodiumcodium.exe

Goose

AgenticA+mac · linux

AAIF / Linux Foundation (originally Block) · Docs

CLI Agent

Open-source extensible AI agent (Rust). Desktop app and CLI. Supports 20+ LLM providers, MCP extensions, and marketplace. macOS sandbox support. 41k+ GitHub stars. Originally by Block (Square), now under AAIF at Linux Foundation.

goosegoose.exeGoose+4 more

Kiro CLI (formerly Amazon Q Developer CLI)

AgenticA+mac · linux · win

Amazon Web Services · Docs

CLI Agent

AWS AI coding agent CLI, rebranded from Amazon Q Developer CLI in November 2025. Agent mode, MCP support, custom agents, hooks. Backwards compatible with Q Developer CLI.

kiro-clikiro-cli.exeq+2 more

Hermes Agent

AgenticA+mac · linux

Nous Research · Docs

Agent Framework

Full-featured AI agent platform by Nous Research. CLI and Python library. Supports MCP, 20+ messaging integrations (Telegram, Discord, Slack, WhatsApp, Signal), persistent memory, scheduled jobs, and a skills marketplace.

hermeshermes.exepython+2 more

Augment Code

AgenticA+mac · linux · win

Augment · Docs

CLI Agent

AI coding agent with CLI (auggie) and VS Code extension. Supports subagents, custom commands, MCP, and hierarchical configuration. Interactive TUI and print (non-interactive) modes.

auggieauggie.exeaugment+2 more

Roo Code

AgenticAlinux

Roo Veterinary Inc · Docs

IDE Extension

Autonomous VS Code coding agent (fork of Cline ecosystem). Multi-mode (Code, Architect, Ask, Debug, Orchestrator). Note: company announced sunset of the VS Code extension on May 15, 2026, pivoting to a cloud agent (Roomote). Endpoint detection signal still relevant for installed extensions until cutover.

Code Helper (Plugin)Code Helper (Renderer)node

Kilo Code

AgenticA+linux

Kilo Code Inc. · Docs

CLI Agent

Open-source AI coding agent with both VS Code extension and standalone CLI surfaces sharing a portable core. Supports parallel agents, subagent delegation, git worktree isolation, and multi-mode operation (Architect, Ask, Debug, Orchestrator).

kilokilo.exenode+1 more

Charmbracelet Crush

AgenticA+mac · linux · win

Charmbracelet · Docs

CLI Agent

Glamorous terminal AI coding agent. Multi-model LLM switching, session-based context, LSP integration. Distributed cross-platform (macOS, Linux, Windows, BSDs, Android) via Homebrew tap, npm, Go install, scoop, winget, and Arch AUR.

crushcrush.exe

OpenHands

AgenticA+mac

All Hands AI · Docs

CLI Agent

Open-source autonomous coding agent with TUI, headless, IDE, web, and GUI server modes. Sandboxed execution via Docker by default. MCP support, model-agnostic (Claude, OpenAI, Ollama, etc.), confirmation modes including LLM-based security analysis.

openhandsopenhands.exepython+2 more

JetBrains Junie

AgenticA+mac · linux · win

JetBrains · Docs

CLI Agent

JetBrains AI coding agent. Runs as IDE plugin (IntelliJ-family), standalone CLI, or headless mode for CI/CD. Supports Agent Client Protocol (ACP) for editor integrations. BYOK to Anthropic, OpenAI, Google, xAI, OpenRouter, or Copilot; or use JetBrains account with usage-based billing.

juniejunie.exe

Factory Droid CLI

AgenticA+mac · linux · win

Factory AI · Docs

CLI Agent

Factory AI's terminal development agent. End-to-end feature development with deep codebase understanding. Integrates with Jira, Notion, Slack. Interactive REPL and non-interactive 'droid exec' modes.

droiddroid.exenode

Google Jules Tools (CLI)

AgenticA+mac · linux · win

Google · Docs

CLI Agent

Command-line companion for Google's async coding agent Jules. TUI dashboard, remote session management, and repo-level operations. Authenticates with Google account; sessions execute on Google's cloud infrastructure (low local endpoint footprint beyond the CLI itself).

julesjules.exenode

TRAE

AgenticA+mac · win

ByteDance · Docs

IDE Agent

ByteDance's AI-native IDE (Electron-based). Multi-LLM (OpenAI, Anthropic, Doubao, Azure, Gemini), free tier including GPT-4o, Claude-3.5-Sonnet, DeepSeek. SOLO autonomous mode for end-to-end workflows. International (trae.ai) and China (trae.cn) variants.

TraetraeTrae.exe+5 more

TRAE SOLO

AgenticA+mac

ByteDance · Docs

IDE Agent

ByteDance's standalone autonomous coding agent — distinct downloadable product from TRAE IDE. Electron-based VS Code OSS fork focused on end-to-end task execution rather than interactive editing. macOS Apple Silicon shipped April 2026; Windows on waitlist; Linux not announced.

TRAE SOLOtrae-soloTRAE_SOLO.exe+5 more

Atlassian Rovo Dev CLI

AgenticA+mac · linux

Atlassian · Docs

CLI Agent

Atlassian's AI agent for software engineers. Runs as a subcommand of the Atlassian CLI (acli). TUI is the default as of April 2026, replacing the prior web-based experience. Supports interactive, non-interactive, server, and git worktree modes.

acliacli.exe

Codebuff

AgenticA+mac · linux · win

Codebuff · Docs

CLI Agent

Open-source terminal coding assistant. Indexes the codebase in seconds, edits files, and runs terminal commands. Persistent project context via knowledge.md.

codebuffcodebuff.exenode

PearAI

AgenticAmac

PearAI · Docs

IDE Agent

Open-source AI code editor forked from VS Code. Includes PearAI Router (auto-selects best LLM) and PearAI Agent (powered by Roo Code/Cline lineage). MIT-licensed.

PearAIpearaiPearAI.exe+5 more

Void Editor

AgenticA+mac

Void Editor · Docs

IDE Agent

Open-source AI-native code editor (VS Code fork). Status: paused. Team announced they paused work on the IDE to explore new directions; existing builds continue to run but may bit-rot. MCP support added in beta. Keep entry only for fielded installations.

VoidvoidVoid.exe+5 more

Zencoder CLI

AgenticAmac · linux

Zencoder · Docs

CLI Agent

Native CLI agent powering Zencoder IDE plugins and Zenflow automation. Includes built-in skills, research agent, subagent streaming, and scheduled automation.

zencoderzencoder.exe

Qodo Command

AgenticA+mac · linux · win

Qodo · Docs

CLI Agent

CLI for building, managing, and running AI agents. Interactive chat, custom agent configuration, web UI mode, and webhook (HTTP API) mode. Successor to deprecated @qodo/gen package.

qodoqodo.exenode

Tabby (TabbyML server)

Cmac

TabbyML · Docs

Local Server

Self-hosted AI coding assistant server. Open-source alternative to GitHub Copilot. Runs code-specific LLMs locally (StarCoder, CodeLlama, Qwen) with optional CUDA. Serves completions and chat to VS Code, JetBrains, and Vim/Neovim plugins. Now includes GitLab Merge Request indexing (v0.30).

tabbytabby.exe

Pochi

AgenticA+mac · linux · win

TabbyML · Docs

CLI Agent

Open-source AI coding agent by TabbyML. VS Code extension and CLI sharing the same auth. Parallel agents using Git worktrees, GitHub integration, multi-file refactoring. Companion to Tabby model server but works with any LLM provider (BYOK).

pochipochi.exenode+1 more

GitLab Duo CLI

AgenticA+mac · linux · win

GitLab · Docs

CLI Agent

AI-powered GitLab Duo Agentic Chat in the terminal. Interactive (human-in-the-loop) and headless modes. Understands codebase, modifies code, troubleshoots errors, automates CI/CD. Public beta as of April 2026. Requires GitLab 18.11+.

duoduo.exenode

BLACKBOX AI VS Code Agent

AgenticAlinux · win

Blackbox AI Inc. · Docs

IDE Extension

VS Code coding agent with multi-agent execution. /multi-agent dispatches tasks to Blackbox, Claude Code, Codex, Gemini, Goose, OpenCode, and 15+ other coding agents in parallel; a 'Chairman LLM' selects the best result. 4M+ marketplace installs.

Code Helper (Plugin)Code Helper (Renderer)node

Supermaven

Clinux

Supermaven · Docs

IDE Extension

Fast code completion VS Code extension with 1M-token Pro context window. Lightweight inline suggestions and chat (OpenAI/Anthropic). Primarily completion-focused; agentic shell-spawning behavior is limited compared to full coding agents.

Code Helper (Plugin)Code Helper (Renderer)

OpenAI CLI

Cmac · linux · win

OpenAI · Docs

CLI Agent

Official OpenAI Python SDK ships an `openai` console script (entry-point in the openai-python pip package). Used by developers and detection rules as a parent process when scripts and agents shell out via the OpenAI API. Not an agent on its own; reaches LLM and is referenced by GenAI rules as a parent indicator.

openaiopenai.exepython+1 more

Simon Willison's llm CLI

Cmac · linux · win

Simon Willison (OSS) · Docs

CLI Agent

Pluggable command-line tool for interacting with LLMs. Single `llm` console script written in Python with a plugin model that supports OpenAI, Anthropic, local Llama and Ollama backends, and custom providers. Stores chat history in SQLite under user data dir.

llmllm.exepython+1 more

GitHub MCP Server

Cmac · linux

GitHub (Microsoft) · Docs

MCP Server

Official GitHub MCP server. Single Go binary that proxies the GitHub REST and GraphQL APIs over MCP (stdio or HTTP). Used by Claude Code, Cursor, Windsurf, and other MCP clients to grant LLMs access to repositories, issues, PRs, and Actions runs.

github-mcp-servergithub-mcp-server.exe

Elastic MCP Server (Elasticsearch)

Cmac · win

Elastic · Docs

MCP Server

Official Elastic Elasticsearch MCP server. Bridges Claude Code, Cursor, and other MCP hosts to an Elasticsearch cluster (list indices, get mappings, search, shard stats). Distributed as @elastic/mcp-server-elasticsearch on npm and at docker.elastic.co/mcp/elasticsearch. DEPRECATED on npm — Elastic recommends Elastic Agent Builder. The package `@elastic/mcp-server-elastic-cloud` referenced in older docs DOES NOT EXIST on npm.

mcp-server-elasticsearchmcp-server-elasticsearch.exenode

About this registry. A curated reference of GenAI tools and their observable process telemetry, config locations, and integrations. Process names and metadata are sourced from empirical testing across macOS, Linux, and Windows where noted. Tools marked Unverified have not yet been empirically tested and their data is based on vendor documentation or public research. For related security research notes, see the GenAI Security Research page.

Reference score. Each tool is scored across weighted dimensions: process telemetry, macOS code-signing, config paths, attribution signals, network artifacts, context files, data quality, and reference documentation. Non-applicable dimensions (e.g., macOS signing for a Python CLI) are excluded from the maximum score rather than receiving free points. Grades range from A+ (≥95%) to D (<60%). Public ecosystem entries are informational only and do not change the score.