MegaMemory MCP Server
0xK3vin/MegaMemory
[](https://agentrank-ai.com/tool/0xK3vin--MegaMemory/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
0xK3vin/MegaMemory is a TypeScript MCP server licensed under MIT. Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer. Topics: ai, coding-agent, embeddings, knowledge-graph, llm, mcp, mcp-server, sqlite, typescript, agentic-coding, ai-agents, claude-code, code-context, opencode, persistent-memory.
Ranked #6848 out of 24846 indexed tools.
Ecosystem
Score Breakdown
722 stars → growing community
Last commit 5mo ago → stale
9/13 issues closed → decent issue management
2 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
From the README
<p align="center"> <h1 align="center">MegaMemory</h1> </p> <p align="center">Persistent project knowledge graph for coding agents.</p> <p align="center"> <a href="https://www.npmjs.com/package/megamemory"></a> <a href="./LICENSE"></a> <a href="https://nodejs.org"></a> <a href="https://www.npmjs.com/package/megamemory"></a> <a href="https://x.com/M3ruH4sh"></a> </p> <p align="center"> </p> --- An [MCP](https://modelcontextprotocol.io/) server that lets your coding agent build and query a graph of concepts, architecture, and decisions — so it **remembers across sessions**. The LLM is the indexer. No AST parsing. No static analysis. Your agent reads code, writes concepts in its own words, and queries them before future tasks. The graph stores **concepts** — features, modules, patterns, decisions — not code symbols. ### The Loop <p align="center"> </p> `understand → work → update` 1. **Session start** — agent calls `list_roots` to orient itself 2. **Before a task*Read full README on GitHub →
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