Mirror Memory MCP Server
Attach a personal knowledge base with semantic search and auto-categorization so your agent recalls notes, decisions, and references across projects.
Overview
io.github.Tr1ckyMag1ca1/mcp-server is an MCP server for the Build phase that provides semantic search, auto-categorization, and metadata extraction over a personal knowledge base.
What is this MCP server?
- Personal knowledge base exposed over MCP (Mirror Memory)
- Semantic search across stored notes and snippets
- Auto-categorization and metadata extraction on ingest
- Remote streamable-http endpoint plus GitHub mirror (v1.0.0)
- Website: mirrormemory.ai for product context
- Server version 1.0.0
- Transport: streamable-http remote URL in registry manifest
- Capabilities: semantic search, auto-categorization, metadata extraction
What problem does it solve?
Your agent forgets prior research and repeats work because notes are scattered and not semantically searchable from the IDE.
Who is it for?
Solo builders maintaining a second brain who want MCP-native recall in Claude Code, Cursor, or similar agents.
Skip if: Teams needing enterprise document compliance workflows without reviewing Mirror Memory’s data handling first.
What do I get? / Deliverables
Stored knowledge is categorized and retrieved on demand so build and debug sessions stay aligned with what you already learned.
- Semantically retrieved snippets and metadata in agent context
- Auto-categorized personal corpus callable from MCP tools
Recommended MCP Servers
Journey fit
Canonical shelf is build/agent-tooling because Mirror Memory is long-lived memory infrastructure agents call while implementing and debugging. Agent-tooling fits semantic retrieval and metadata extraction that other build and ship skills invoke mid-session.
How it compares
Personal semantic memory MCP, not a generic web search or team wiki crawler.
Common Questions / FAQ
Who is io.github.Tr1ckyMag1ca1/mcp-server for?
Indie developers and agent users building a personal knowledge base they want searchable from coding sessions.
When should I use io.github.Tr1ckyMag1ca1/mcp-server?
Use it when you ingest notes and references continuously and need semantic recall while building, shipping, or debugging.
How do I add io.github.Tr1ckyMag1ca1/mcp-server to my agent?
Register the streamable-http remote URL from the server manifest in your MCP client, or follow mirrormemory.ai and the GitHub repo for auth and self-host options.