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AgentIndex
mcp-memory-service logo
mcp-memory-service
★ 2.0k
vs
state-memory-mcp logo
state-memory-mcp
★ 49

mcp-memory-service vs state-memory-mcp

mcp-memory-service: MCP Memory Service prevents AI assistants from losing context across sessions by automatically capturing project architecture, decisions, and code patterns. This ensures your AI always remembers essential information, eliminating the need for repetitive re-explanation and saving valuable development time.; state-memory-mcp: @putervision/state-memory-mcp is a zero-infrastructure, deterministic Model Context Protocol (MCP) server designed to provide AI coding assistants with a structured, persistent SQLite graph for tracking workflow state. It offers efficient context management, reduces latency by offloading to a local database, and supports multi-agent collaboration with a shared blackboard.

01

TL;DR

mcp-memory-service logo
mcp-memory-serviceMemory & Context · ★ 2.0k
When to choose:
  • You use Claude Code, Claude Desktop, Cursor, VS Code or another MCP client and want chat sessions to stop starting from zero.
  • You want a choice of storage: local SQLite, Cloudflare for multi-device sync, or a hybrid.
  • You need team features: the README lists OAuth, a dashboard and document ingestion.
When to skip:
  • Your problem is codebase navigation rather than conversation memory; a code-graph tool or a project scaffold fits better.
  • You handle sensitive material and cannot put it in a persistent store, especially with cloud sync.
  • You want a short README to start from: it mixes release notes with documentation.
Read mcp-memory-service full review →
state-memory-mcp logo
state-memory-mcpMemory & Context · ★ 49

Providing persistent workflow state to AI coding assistants like Cursor and Copilot

Read state-memory-mcp full review →
02

Side-by-Side Comparison

Field
mcp-memory-service logomcp-memory-service
state-memory-mcp logostate-memory-mcp
Category
Memory & Context
Memory & Context
Stars
★ 2.0k
★ 49
License
Apache-2.0
MIT
Install Command
pip install mcp-memory-service
npm install -g @putervision/state-memory-mcp && state-memory-mcp init
Updated
1d ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Memory, Context Management, Developer Tools
State Management, Context Management, SQLite
03

Features

mcp-memory-service logomcp-memory-service
01Persistent Memory
02Smart Retrieval
03Multi-Client Compatibility
04Cloud Sync (Optional)
05Web Dashboard
state-memory-mcp logostate-memory-mcp
01Deterministic State Memory & Compact TaskSlices for fast evaluation
02Efficient Context Management & Decision Thresholding to prevent graph bloat
03Multi-Agent Blackboard for shared context and parallel subagent updates
04100% Local & Private architecture, ensuring all state stays within your workspace
05Interactive 3D Visualizer for graph exploration
04

Use Cases

mcp-memory-service logomcp-memory-service
↳Maintaining AI context across multiple development sessions.
↳Avoiding repetitive explanations of project architecture and tech stack to AI.
↳Enhancing continuous and intelligent collaboration with AI assistants.
state-memory-mcp logostate-memory-mcp
↳Providing persistent workflow state to AI coding assistants like Cursor and Copilot
↳Managing context and decision-making for autonomous agents
↳Facilitating multi-agent collaboration on complex tasks with a shared context store
↳Auditing and tracing agent activities with a tamper-evident event ledger
↳Improving agent efficiency and reducing latency in task retrieval and context processing
05

Best For

mcp-memory-service logomcp-memory-service
EssentialTrending
state-memory-mcp logostate-memory-mcp
—
FAQ

FAQ

What is the difference between mcp-memory-service and state-memory-mcp?
Both mcp-memory-service and state-memory-mcp are in the Memory & Context category. mcp-memory-service has 2.0k stars, while state-memory-mcp has 49 stars.
Which is better, mcp-memory-service or state-memory-mcp?
The best choice depends on your use case. Choose mcp-memory-service if Maintaining AI context across multiple development sessions., and state-memory-mcp if Providing persistent workflow state to AI coding assistants like Cursor and Copilot.
Is mcp-memory-service free or open source?
Yes, mcp-memory-service is open source on GitHub (Apache-2.0).
Is state-memory-mcp free or open source?
Yes, state-memory-mcp is open source on GitHub (MIT).
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