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Microsoft is discontinuing x86_64 macOS ONNX Runtime prebuilts after v1.23.0, so ort-sys 2.0.0-rc.11 can't ship an Intel Mac binary and never will. Previous Intel Mac attempts kept dying in the ort-sys build script with "does not provide prebuilt binaries for the target x86_64-apple-darwin with feature set (no features)." Issue #41 was the latest casualty. Fix: route Intel Mac through the ort-dynamic feature path (runtime dlopen against a system libonnxruntime installed via Homebrew). This sidesteps ort-sys prebuilts entirely and works today. Changes: - crates/vestige-core/Cargo.toml: split `embeddings` into code-only vs backend-choice. The embeddings feature now just pulls fastembed + hf-hub + image-models and activates the 27 #[cfg(feature = "embeddings")] gates throughout the crate. New `ort-download` feature carries the download-binaries-native-tls backend (the historical default). Existing `ort-dynamic` feature now transitively enables `embeddings`, so the cfg gates stay active when users swap backends. Default feature set expands `["embeddings", ...]` -> `["embeddings", "ort-download", ...]` so existing consumers see identical behavior. - crates/vestige-mcp/Cargo.toml: mirrors the split. Adds `ort-download` feature that chains to vestige-core/ort-download, keeps `ort-dynamic` that chains to vestige-core/ort-dynamic. Both transitively pull `embeddings`. Default adds `ort-download` so `cargo install vestige-mcp` still picks the prebuilt-ort backend like before. - .github/workflows/ci.yml: re-adds x86_64-apple-darwin to the release-build matrix with `--no-default-features --features ort-dynamic,vector-search`. Adds a `brew install onnxruntime` step that sets ORT_DYLIB_PATH from `brew --prefix onnxruntime`. - .github/workflows/release.yml: re-adds x86_64-apple-darwin to the release matrix with the same flags + brew install step. The Intel Mac tarball now also bundles docs/INSTALL-INTEL-MAC.md so binary consumers get the `brew install onnxruntime` + ORT_DYLIB_PATH prereq out of the box. - docs/INSTALL-INTEL-MAC.md: new install guide covering the Homebrew prereq, binary install, source build, troubleshooting, and the v2.1 ort-candle migration plan. - README.md: replaces the "Intel Mac and Windows build from source only" paragraph with the prebuilt Intel Mac install (brew + curl + env var) and a link to the full guide. Platform table updated: Intel Mac back on the "prebuilt" list. Verified locally on aarch64-apple-darwin: - `cargo check --release -p vestige-mcp` -> clean (default features) - `cargo check --release -p vestige-mcp --no-default-features --features ort-dynamic,vector-search` -> clean Runtime path on Intel Mac (verified on CI): brew install onnxruntime export ORT_DYLIB_PATH=$(brew --prefix onnxruntime)/lib/libonnxruntime.dylib vestige-mcp --version Fixes #41. Long-term plan (v2.1): migrate to ort-candle pure-Rust backend so no system ONNX Runtime dep is needed on any platform. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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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