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Mimir MCP Server

orneryd/Mimir

Score: 52.1 Rank #15400 Agent Framework
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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

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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

Go NOASSERTION
codebasedockergraph-algorithmsgraph-apigraph-databasegraph-embeddingindexingllm-orchestrationllmopsllmsmulti-agentmulti-agent-systemmulti-hop-reasoningvectorsemantic-searchvector-searchcode-intelligencemcpmcp-tools

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 287

287 stars → growing community

Freshness 25% 10mo ago

Last commit 10mo ago → stale

Issue Health 25% 57%

8/14 issues closed → decent issue management

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 30
Description Detailed
License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 321 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

topic:mcp

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 persisten
Read full README on GitHub →

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