AgentIndex icon
AgentIndex
state-memory-mcp logo
state-memory-mcp
★ 48
vs
sqlite-memory-mcp logo
sqlite-memory-mcp
★ 18

state-memory-mcp vs sqlite-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.; sqlite-memory-mcp: SQLite Memory MCP Server provides a governed, local-first cross-agent memory solution for coding agents, built on SQLite. It features provenance-rich knowledge graphs, hybrid retrieval, and reviewable promotion workflows for robust, shared context across multiple AI agents.

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 →
sqlite-memory-mcp logo
sqlite-memory-mcpMemory & Context · ★ 18

Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects.

Read sqlite-memory-mcp full review →
02

Side-by-Side Comparison

Field
state-memory-mcp logostate-memory-mcp
sqlite-memory-mcp logosqlite-memory-mcp
Category
Memory & Context
Memory & Context
Stars
★ 48
★ 18
License
MIT
MIT
Install Command
npm install -g @putervision/state-memory-mcp && state-memory-mcp init
git clone https://github.com/RMANOV/sqlite-memory-mcp.git && cd sqlite-memory-mcp && pip install -e .
Updated
2w ago
5d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
State Management, Context Management, SQLite
SQLite, Agent Memory, Knowledge Graph
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
sqlite-memory-mcp logosqlite-memory-mcp
01WAL mode for 10+ concurrent sessions without file locking conflicts, ensuring high availability and performance.
02Hybrid retrieval combining BM25/FTS5 keyword search with optional semantic (sqlite-vec) results using Reciprocal Rank Fusion.
03Provenance tracking and approval-aware promotion of candidate claims to canonical facts through a human or policy-gated review process.
04Cross-machine synchronization of shared entities across multiple devices via a private Git repository for consistent knowledge across workflows.
05Built-in structured task management functionality, including Kanban board generation, and session tracking for context continuity across restarts.
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
sqlite-memory-mcp logosqlite-memory-mcp
↳Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects.
↳Deploying agent memory solutions in privacy-first, offline, or embedded environments, including highly regulated sectors (e.g., finance, healthcare).
↳Coordinating complex, multi-agent workflows (e.g., conductor, executor, devil's advocate) with explicit debate protocols and knowledge consolidation.
↳Local-first knowledge management for individual developers or small teams needing zero-configuration data persistence and fast search capabilities.
FAQ

FAQ

What is the difference between state-memory-mcp and sqlite-memory-mcp?
Both state-memory-mcp and sqlite-memory-mcp are in the Memory & Context category. state-memory-mcp has 48 stars, while sqlite-memory-mcp has 18 stars.
Which is better, state-memory-mcp or sqlite-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 sqlite-memory-mcp if Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects..
Is state-memory-mcp free or open source?
Yes, state-memory-mcp is open source on GitHub (MIT).
Is sqlite-memory-mcp free or open source?
Yes, sqlite-memory-mcp is open source on GitHub (MIT).
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Related

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