Know Your Project — Persistent knowledge base for AI agents. MCP-powered with wikilinks, backlinks, auto-learning, and neon web UI.
Project description
KYP-MEM
Claude that remembers your conversations AND understands your project.
KYP-MEM gives AI coding agents two-layer memory:
-
Session Memory (Episodic) → remembers what happened across coding sessions
-
Project Intelligence → understands architecture, decisions, docs, and relationships
Your AI agent stops starting from zero every day.
Example
User:
"Why did we move from REST to Kafka?"
Claude:
"In the May 12 session, we found the REST pipeline couldn't handle peak trading volume. We decided to migrate to Kafka for async processing. See [[Architecture Decisions]] and [[Event Pipeline]]."
By intercepting the prompt, KYP-MEM automatically provided the agent with:
- The vectorized semantic search results of past session logs.
- The relevant markdown files from the project knowledge base.
How It Works
KYP-MEM operates as a Model Context Protocol (MCP) server that runs silently in the background, integrating directly with Claude Code.
1. Episodic Memory (Sessions)
Every coding session is automatically captured with full context:
- User prompts (what was asked)
- File reads with content (what was found)
- File edits with diffs (what changed and why)
- Command outputs (what happened)
At session end, Claude Sonnet synthesizes raw activity into a structured summary with Summary, Investigated, Learned, Completed, and Next Steps sections. Sessions are semantically searchable via ChromaDB vector embeddings.
2. Project Intelligence (Vault)
KYP-MEM maintains structured project knowledge as Markdown files with [[wikilinks]]:
- Architecture docs, API references, setup guides
- Known issues, decision history, linked concepts
The agent searches this on-demand via kyp_search when it needs project context.
How It All Connects
- Session Start: Recent session summaries are injected automatically — the agent knows what happened last time.
- During Work: Hooks capture tool activity (reads, edits, commands) with actual content, not just file names.
- Session End: Sonnet synthesizes a rich, semantic summary and saves it to the vault + vector DB.
- Future Sessions: The agent can search past sessions semantically or look up project knowledge on demand.
Installation
npm install -g kyp-mem
That's it. The postinstall script automatically:
- Installs the Python package
- Creates the default vault at
~/.kyp-mem/vault - Registers the MCP server with Claude Code
- Installs session capture hooks
Restart Claude Code and you're ready to go.
Requirements
- Node.js 18+
- Python 3.10+
- Claude Code CLI
- Anthropic API key (for session summarization with Sonnet)
Custom Vault Path
If you want to store your vault somewhere other than ~/.kyp-mem/vault:
kyp-mem init # Interactive prompt to choose vault location
The Agent's Workflow
KYP-MEM embeds behavioral instructions directly into its tools. Without any prompting from you, the agent will automatically:
- Load Context: On session start, it loads recent session summaries so it knows what happened last time.
- Search Before Acting: Before investigating bugs or making decisions, it searches past sessions to avoid repeating work.
- Persist Knowledge: After fixing a bug or making a decision, it updates the project's knowledge base for future sessions.
Web UI
Browse your knowledge graph, view session timelines, and see semantic relationships visually.
kyp-mem ui
Opens at localhost:3333.
CLI Commands
| Command | Description |
|---|---|
kyp-mem init |
Choose vault location (default: ~/.kyp-mem/vault) |
kyp-mem setup-claude |
Register MCP server with Claude Code |
kyp-mem install-hooks |
Enable automatic session capture |
kyp-mem serve |
Start MCP server (stdio, used by the agent) |
kyp-mem ui |
Open the local web UI |
kyp-mem stats |
Print vault statistics |
kyp-mem tree |
Print vault file tree |
kyp-mem config |
View or set configuration (e.g. kyp-mem config session_model) |
kyp-mem doctor |
Check installation and configuration health |
kyp-mem uninstall |
Remove hooks and MCP server from Claude Code |
Uninstall
# Remove from Claude Code (keeps your vault data)
kyp-mem uninstall
# Remove from Claude Code AND delete all data
kyp-mem uninstall --purge
# Remove the npm package
npm uninstall -g kyp-mem
License
MIT
Project details
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