AgentIndex icon
AgentIndex
state-memory-mcp logo
state-memory-mcp
★ 48
vs
local-memory-mcp logo
local-memory-mcp
★ 15

state-memory-mcp vs local-memory-mcp

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.; local-memory-mcp: local-memory-mcp provides persistent local memory for AI assistants like Claude, Cursor, and Codex, addressing the issue of AI forgetting past conversations. It stores learnings, decisions, and knowledge graphs in a single SQLite file on your machine, utilizing hybrid retrieval and multilingual embeddings for robust information recall without cloud services or API keys.

01

TL;DR

state-memory-mcp logo
state-memory-mcpMemory & Context · ★ 48

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

Read state-memory-mcp full review →
local-memory-mcp logo
local-memory-mcpMemory & Context · ★ 15

Provide persistent memory for AI assistants, ensuring they remember past conversations and context across sessions.

Read local-memory-mcp full review →
02

Side-by-Side Comparison

Field
state-memory-mcp logostate-memory-mcp
local-memory-mcp logolocal-memory-mcp
Category
Memory & Context
Memory & Context
Stars
★ 48
★ 15
License
MIT
MIT
Install Command
npm install -g @putervision/state-memory-mcp && state-memory-mcp init
npx -y @studiomeyer/local-memory-mcp
Updated
2w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
State Management, Context Management, SQLite
Local Memory, Hybrid Retrieval, Vector Embeddings
03

Features

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
local-memory-mcp logolocal-memory-mcp
01Knowledge Graph with entities, bi-temporal observations, and typed relations.
02Hybrid retrieval combining BM25 keyword search with vector cosine via Reciprocal Rank Fusion.
03Duplicate gatekeeper using FTS5 similarity to prevent storing identical information.
04Automatic session context loading, allowing AI to pick up from previous conversations.
05Local-first design with zero configuration, running entirely on your machine without cloud services or API keys.
04

Use Cases

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
local-memory-mcp logolocal-memory-mcp
↳Provide persistent memory for AI assistants, ensuring they remember past conversations and context across sessions.
↳Store and retrieve structured knowledge like learnings, decisions, and entity observations in a local knowledge base.
↳Perform unified, hybrid semantic search across various memory types to quickly recall relevant information.
↳Log and review important decisions along with their reasoning and considered alternatives.
↳Enable LLM-free reflection to identify most-used learnings, stale information, and open decisions.
FAQ

FAQ

What is the difference between state-memory-mcp and local-memory-mcp?
Both state-memory-mcp and local-memory-mcp are in the Memory & Context category. state-memory-mcp has 48 stars, while local-memory-mcp has 15 stars.
Which is better, state-memory-mcp or local-memory-mcp?
The best choice depends on your use case. Choose state-memory-mcp if Providing persistent workflow state to AI coding assistants like Cursor and Copilot, and local-memory-mcp if Provide persistent memory for AI assistants, ensuring they remember past conversations and context across sessions..
Is state-memory-mcp free or open source?
Yes, state-memory-mcp is open source on GitHub (MIT).
Is local-memory-mcp free or open source?
Yes, local-memory-mcp is open source on GitHub (MIT).
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Related

Alternatives to state-memory-mcp →Alternatives to local-memory-mcp →state-memory-mcp details →local-memory-mcp details →