AgentIndex icon
AgentIndex
Screenhand logo
Screenhand
★ 15
vs
groundingLMM logo
groundingLMM
★ 969

Screenhand vs groundingLMM

Screenhand: ScreenHand is an open-source MCP server providing native desktop control for AI agents on macOS and Windows. It integrates Accessibility APIs, UI Automation, OCR, and Chrome DevTools Protocol to enable fast, robust interaction with applications and browsers, including multi-agent coordination and background job processing.; groundingLMM: GLaMM (Grounding Large Multimodal Model) is an end-to-end trained LMM capable of generating natural language responses integrated with object segmentation masks, enabling visual grounding and versatile interaction with images at multiple granularity levels. It introduces the novel task of Grounded Conversation Generation (GCG), supports various downstream applications like referring expression segmentation and region-level captioning, and is underpinned by the large-scale GranD dataset.

01

TL;DR

Screenhand logo
ScreenhandVision / Multimodal · ★ 15

AI-driven debugging and inspection of desktop application UIs.

Read Screenhand full review →
groundingLMM logo
groundingLMMVision / Multimodal · ★ 969

Interactive visual assistants that understand and respond to user queries about specific image regions.

Read groundingLMM full review →
02

Side-by-Side Comparison

Field
Screenhand logoScreenhand
groundingLMM logogroundingLMM
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 15
★ 969
License
AGPL-3.0
Apache-2.0
Install Command
git clone https://github.com/manushi4/screenhand.git && cd screenhand && npm install && npm run build:native
git clone https://github.com/mbzuai-oryx/groundingLMM.git
Updated
6mo ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Desktop Automation, AI Integration, UI Automation
Multimodal AI, Computer Vision, Natural Language Processing
03

Features

Screenhand logoScreenhand
01Native UI control for macOS and Windows via Accessibility/UI Automation.
02Background Chrome browser control via DevTools Protocol.
03Extensive toolkit (82 tools) for cross-app automation and data extraction.
04Multi-agent coordination with session leases and stall detection.
05Persistent learning memory and background job processing daemon.
groundingLMM logogroundingLMM
01Generates natural language responses seamlessly integrated with object segmentation masks.
02Supports a novel Grounded Conversation Generation (GCG) task with comprehensive evaluation protocols.
03Performs detailed Region-Level Captioning and answers reasoning-based visual questions.
04Excels in Referring Expression Segmentation by creating segmentation masks from text-based queries.
05Provides high-quality Image Captioning and Conversational Style Question Answering.
04

Use Cases

Screenhand logoScreenhand
↳AI-driven debugging and inspection of desktop application UIs.
↳Automating browser tasks like form filling, data scraping, and JavaScript execution via Chrome CDP.
↳Creating cross-application workflows by chaining actions across different desktop apps.
↳Coordinating multiple AI agents to control different application windows simultaneously without conflicts.
↳Processing multi-step automation jobs continuously in the background using a worker daemon.
groundingLMM logogroundingLMM
↳Interactive visual assistants that understand and respond to user queries about specific image regions.
↳Automated annotation tools for creating dense, pixel-level grounded datasets.
↳Advanced image analysis for tasks requiring both visual understanding and detailed textual descriptions with segmentation.
FAQ

FAQ

What is the difference between Screenhand and groundingLMM?
Both Screenhand and groundingLMM are in the Vision / Multimodal category. Screenhand has 15 stars, while groundingLMM has 969 stars.
Which is better, Screenhand or groundingLMM?
The best choice depends on your use case. Choose Screenhand if AI-driven debugging and inspection of desktop application UIs., and groundingLMM if Interactive visual assistants that understand and respond to user queries about specific image regions..
Is Screenhand free or open source?
Yes, Screenhand is open source on GitHub (AGPL-3.0).
Is groundingLMM free or open source?
Yes, groundingLMM is open source on GitHub (Apache-2.0).
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Alternatives to Screenhand →Alternatives to groundingLMM →Screenhand details →groundingLMM details →