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AgentIndex
vision-memory-mcp logo
vision-memory-mcp
★ 48
vs
shodh-memory logo
shodh-memory
★ 314

vision-memory-mcp vs shodh-memory

vision-memory-mcp: vision-memory-mcp is a local-first Model Context Protocol (MCP) server and CLI tool designed to enhance AI coding assistants. It achieves this by providing visual state caching, using techniques like perceptual hashing and local CLIP embeddings, to significantly reduce repetitive vision LLM calls and improve efficiency.; shodh-memory: Shodh-Memory provides persistent, cognitive memory for AI agents, allowing them to retain context and learn across sessions. It's packaged as a single ~17MB binary that operates entirely offline on your hardware, preventing agents from forgetting information.

01

TL;DR

vision-memory-mcp logo
vision-memory-mcpVision / Multimodal · ★ 48

Providing visual context and memory to AI coding assistants like Cursor or Copilot to reduce redundant vision LLM calls.

Read vision-memory-mcp full review →
shodh-memory logo
shodh-memoryVision / Multimodal · ★ 314

Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT).

Read shodh-memory full review →
02

Side-by-Side Comparison

Field
vision-memory-mcp logovision-memory-mcp
shodh-memory logoshodh-memory
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 48
★ 314
License
NOASSERTION
Apache-2.0
Install Command
npm install -g @putervision/vision-memory-mcp
curl -L https://github.com/varun29ankuS/shodh-memory/releases/latest/download/shodh-memory-linux-x64.tar.gz | tar -xz && ./shodh-memory
Updated
2w ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Visual Caching, AI Assistant, Perceptual Hashing
AI Memory, Persistent Storage, Local-first
03

Features

vision-memory-mcp logovision-memory-mcp
01Provides sub-5ms perceptual visual caching using dHash and local CLIP, significantly reducing vision LLM API calls.
02Ingests WebM/MP4 videos to create searchable keyframe visual states and transition graphs.
03Maps screen elements to CSS selectors for action prediction and supports visual spec contracts for regression testing.
04Ensures complete local processing and storage of all visual data, including CLIP models, with no cloud telemetry.
shodh-memory logoshodh-memory
01Persistent Cognitive Memory for AI Agents
02Local-first, Single Binary & Offline Operation
03Advanced Cognitive Processing (Hebbian learning, activation decay, etc.)
04Interactive TUI Dashboard with Knowledge Graph Visualization
05Integrated GTD (Getting Things Done) Task Management
04

Use Cases

vision-memory-mcp logovision-memory-mcp
↳Providing visual context and memory to AI coding assistants like Cursor or Copilot to reduce redundant vision LLM calls.
↳Ingesting E2E test recordings to analyze UI state transitions, detect visual regressions, and verify design contracts.
↳Enabling deterministic UI interaction and action prediction for automated agents, and generating datasets for multimodal fine-tuning.
↳Managing visual states and context locally for applications requiring high privacy or offline capabilities.
shodh-memory logoshodh-memory
↳Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT).
↳Enhancing robotic systems with long-term memory that runs on local hardware.
↳Deploying intelligent memory systems on cloud, edge devices, or air-gapped environments.
↳Managing tasks and projects using a GTD-inspired system integrated with AI agents.
FAQ

FAQ

What is the difference between vision-memory-mcp and shodh-memory?
Both vision-memory-mcp and shodh-memory are in the Vision / Multimodal category. vision-memory-mcp has 48 stars, while shodh-memory has 314 stars.
Which is better, vision-memory-mcp or shodh-memory?
The best choice depends on your use case. Choose vision-memory-mcp if Providing visual context and memory to AI coding assistants like Cursor or Copilot to reduce redundant vision LLM calls., and shodh-memory if Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT)..
Is vision-memory-mcp free or open source?
Yes, vision-memory-mcp is open source on GitHub (NOASSERTION).
Is shodh-memory free or open source?
Yes, shodh-memory is open source on GitHub (Apache-2.0).
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