AgentIndex icon
AgentIndex
TrueMemory logo
TrueMemory
★ 381
vs
Connapse logo
Connapse
★ 21

TrueMemory vs Connapse

TrueMemory: TrueMemory is a neuroscience-inspired persistent memory system for AI agents. It achieves state-of-the-art scores on LoCoMo, LongMemEval, and BEAM benchmarks while running entirely offline on a single SQLite file. The six-layer retrieval pipeline with an encoding gate filters noise and stores only meaningful information.; Connapse: Connapse is an open-source knowledge backend that gives AI agents persistent, searchable memory. Upload documents or connect to existing storage like Amazon S3, Azure Blob Storage, or local filesystems. Agents query and build their own research corpus via MCP, REST API, or CLI, deployable in 60 seconds with Docker.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 381

Personal AI assistant that remembers user preferences and history across conversations.

Read TrueMemory full review →
Connapse logo
ConnapseRAG / Knowledge Base · ★ 21

AI agent developers needing a knowledge backend for query and curation via MCP or REST

Read Connapse full review →
02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
Connapse logoConnapse
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 381
★ 21
License
AGPL-3.0
MIT
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
git clone https://github.com/Destrayon/Connapse.git && cd Connapse && docker-compose up -d
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai, ai-agents
ai, ai-agents, blazor
03

Features

TrueMemory logoTrueMemory
01Remembers everything across sessions – facts, preferences, decisions, corrections.
02State-of-the-art benchmark scores: 93.0% on LoCoMo, 92.0% on LongMemEval, 76.6% on BEAM-1M.
03Runs locally on a single SQLite file – zero cloud, zero API keys for Edge and Base tiers.
04Neuroscience-inspired architecture with six retrieval layers and an encoding gate.
05Works with Claude Code and Claude Desktop via pre-built lifecycle hooks.
Connapse logoConnapse
01Container-Isolated Knowledge with per-project vector indexes and storage connectors
02Hybrid Search combining vector similarity and keyword full-text with configurable fusion
03Multi-Provider AI - swap between Ollama, OpenAI, Azure OpenAI, and Anthropic at runtime
04Index Your Existing Storage - connect MinIO, local filesystem, Amazon S3, or Azure Blob Storage
054 Access Surfaces - Web UI, REST API, CLI, and MCP server with 11 tools for Claude
04

Use Cases

TrueMemory logoTrueMemory
↳Personal AI assistant that remembers user preferences and history across conversations.
↳Developer tool that maintains context across long coding sessions.
↳Research and simulation where agents need long-horizon memory.
Connapse logoConnapse
↳AI agent developers needing a knowledge backend for query and curation via MCP or REST
↳.NET / Azure teams wanting a RAG platform that fits their existing stack and cloud identity
↳Enterprise teams requiring project-isolated knowledge bases with RBAC and audit trails
FAQ

FAQ

What is the difference between TrueMemory and Connapse?
Both TrueMemory and Connapse are in the RAG / Knowledge Base category. TrueMemory has 381 stars, while Connapse has 21 stars.
Which is better, TrueMemory or Connapse?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and Connapse if AI agent developers needing a knowledge backend for query and curation via MCP or REST.
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is Connapse free or open source?
Yes, Connapse is open source on GitHub (MIT).
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Related

Alternatives to TrueMemory →Alternatives to Connapse →TrueMemory details →Connapse details →