Vestige MCP Server
A bleeding-edge Rust MCP (Model Context Protocol) server for Vestige - providing Claude and other AI assistants with long-term memory capabilities.
Features
- FSRS-6 Algorithm: State-of-the-art spaced repetition (21 parameters, personalized decay)
- Dual-Strength Memory Model: Based on Bjork & Bjork 1992 cognitive science research
- Local Semantic Embeddings: nomic-embed-text-v1.5 (768d) via fastembed v5 (no external API)
- HNSW Vector Search: USearch-based, 20x faster than FAISS
- Hybrid Search: BM25 + semantic with RRF fusion
- Codebase Memory: Remember patterns, decisions, and context
Installation
cd /path/to/vestige/crates/vestige-mcp
cargo build --release
Binary will be at target/release/vestige-mcp
Claude Desktop Configuration
Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": {
"vestige": {
"command": "/path/to/vestige-mcp"
}
}
}
Available Tools
Core Memory
| Tool |
Description |
ingest |
Add new knowledge to memory |
recall |
Search and retrieve memories |
semantic_search |
Find conceptually similar content |
hybrid_search |
Combined keyword + semantic search |
get_knowledge |
Retrieve a specific memory by ID |
delete_knowledge |
Delete a memory |
mark_reviewed |
Review with FSRS rating (1-4) |
Statistics & Maintenance
| Tool |
Description |
get_stats |
Memory system statistics |
health_check |
System health status |
run_consolidation |
Apply decay, generate embeddings |
Codebase Tools
| Tool |
Description |
remember_pattern |
Remember code patterns |
remember_decision |
Remember architectural decisions |
get_codebase_context |
Get patterns and decisions |
Available Resources
Memory Resources
| URI |
Description |
memory://stats |
Current statistics |
memory://recent?n=10 |
Recent memories |
memory://decaying |
Low retention memories |
memory://due |
Memories due for review |
Codebase Resources
| URI |
Description |
codebase://structure |
Known codebases |
codebase://patterns |
Remembered patterns |
codebase://decisions |
Architectural decisions |
Example Usage (with Claude)
User: Remember that we decided to use FSRS-6 instead of SM-2 because it's 20-30% more efficient.
Claude: [calls remember_decision]
I've recorded that architectural decision.
User: What decisions have we made about algorithms?
Claude: [calls get_codebase_context]
I found 1 decision:
- We decided to use FSRS-6 instead of SM-2 because it's 20-30% more efficient.
Data Storage
- Database:
~/Library/Application Support/com.vestige.mcp/vestige-mcp.db (macOS)
- Uses SQLite with FTS5 for full-text search
- Vector embeddings stored in separate table
Protocol
- JSON-RPC 2.0 over stdio
- MCP Protocol Version: 2024-11-05
- Logging to stderr (stdout reserved for JSON-RPC)
License
MIT
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