Mimir MCP Server
orneryd/Mimir
[](https://agentrank-ai.com/tool/orneryd--Mimir/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across sessions and chat contexts allowing worker agent to learn from errors in past runs. Includes Drag and Drop multi-agent orchestration
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
orneryd/Mimir is a Go tool. Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across sessions and chat contexts allowing worker agent to learn from errors in past runs. Includes Drag and Drop multi-agent orchestration Topics: codebase, docker, graph-algorithms, graph-api, graph-database, graph-embedding, indexing, llm-orchestration, llmops, llms, multi-agent, multi-agent-system, multi-hop-reasoning, vector, semantic-search, vector-search, code-intelligence, mcp, mcp-tools.
Ranked #15400 out of 24846 indexed tools.
Ecosystem
Score Breakdown
287 stars → growing community
Last commit 10mo ago → stale
8/14 issues closed → decent issue management
3 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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From the README
# M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ## AI-Powered Memory Bank + Task Management Orchestration with Knowledge Graphs [Official VSCode Extension](https://marketplace.visualstudio.com/items?itemName=OrneryD.mimir-chat) **Give your AI agents a persistent memory with relationship understanding.** Imagine your AI assistant that can remember every task you've discussed, understand how they relate to each other, and recall relevant context from weeks ago. Mimir makes this possible by combining Neo4j's powerful graph database with AI embeddings and the Model Context Protocol. Your AI doesn't just store isolated facts—it builds a living knowledge graph that grows smarter with every conversation. Perfect for developers managing complex projects where tasks depend on each other, contexts overlap, and you need an AI that truly understands your work. Mimir is a Model Context Protocol (MCP) server that provides AI assistants (Claude, ChatGPT, etc.) with a persistenRead full README on GitHub →
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