fix(mcp_server): address copilot review on #1303
- Resolve the EF inside the two reopen branches that actually call `client.get_collection` / `client.create_collection`, so warm-cache reads stay zero-cost (no `MempalaceConfig()` / `_resolve_providers` on every tool call). - Reuse `ChromaBackend._resolve_embedding_function()` instead of duplicating its try/except + log message + None-fallback. - Reword the inline + CHANGELOG explanation to clarify that ChromaDB 1.x persists the EF *identity* (its `name()`) but not the *instance/ configuration* — `mempalace.embedding` documents this and spoofs `name()` to `"default"` precisely so the identity check passes; the bug was the *provider list* (lazy ONNX selection) silently differing.
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@@ -19,7 +19,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
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### Bug Fixes
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- **MCP server `tool_diary_write` SIGSEGV when EF default differs.** `mcp_server._get_collection` bypassed `ChromaBackend.get_collection` and called `client.get_collection` / `client.create_collection` without `embedding_function=`. ChromaDB 1.x does not persist the EF identity with the collection, so the MCP server's reopen silently bound chromadb's built-in `DefaultEmbeddingFunction` to the collection while the miner / Stop hook ingest path bound `mempalace.embedding.get_embedding_function()`. On bleeding-edge interpreters (python 3.14 + chromadb 1.5.x on Apple Silicon) the default's lazy ONNX provider selection could SIGSEGV the host process on first `col.add()`, killing the MCP stdio server and leaving every subsequent tool call returning `Connection closed` until Claude Code was relaunched. `_get_collection` now resolves the EF via `mempalace.embedding.get_embedding_function` and passes it into both reopen branches, matching the miner/backend path. (#1299, follow-up to #1262 / #1289)
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- **MCP server `tool_diary_write` SIGSEGV when default EF provider differs.** `mcp_server._get_collection` bypassed `ChromaBackend.get_collection` and called `client.get_collection` / `client.create_collection` without `embedding_function=`. ChromaDB 1.x persists the EF *identity* (its `name()`) with the collection but not the EF *instance/configuration*, so the MCP server's reopen silently bound chromadb's built-in `DefaultEmbeddingFunction` — its `name()` matches `mempalace.embedding`'s spoofed `"default"` so the identity check passes, but its provider list is chromadb's default rather than the user's resolved device. The miner / Stop hook ingest path routes through the backend helper and binds the configured EF instead. On bleeding-edge interpreters (python 3.14 + chromadb 1.5.x on Apple Silicon) the default provider selection could SIGSEGV the host process on first `col.add()`, killing the MCP stdio server and leaving every subsequent tool call returning `Connection closed` until Claude Code was relaunched. `_get_collection` now reuses `ChromaBackend._resolve_embedding_function()` on the reopen branches that actually open a collection (warm-cache reads stay zero-cost), matching the miner/backend path. (#1299, follow-up to #1262 / #1289)
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- **Cross-wing topic tunnels for hyphenated dir names.** `mempalace init` recorded the `topics_by_wing` registry key under the raw directory name (e.g. `mempalace-public`), while `mempalace.yaml`'s `wing` field used the lower-cased + separator-collapsed slug (`mempalace_public`). At mine time the miner read the slug from the yaml and missed the registry, so `_compute_topic_tunnels_for_wing` returned `0` silently. Real-world: any project whose folder contained a hyphen or space lost every topic tunnel. Now both call sites route through a shared `normalize_wing_name()` in `config.py`. (#1194, follow-up to #1180)
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- **CLI `mempalace search` retrieval quality.** The CLI was using pure ChromaDB cosine distance with no BM25 rerank, so drawers containing every query term but embedding as noise (directory listings, diff output, shell logs) scored `Match: 0.0` alongside genuinely irrelevant results with no way to tell them apart. Wired the CLI through the same `_hybrid_rank` the `mempalace_search` MCP tool already used, and surfaced both `cosine=` and `bm25=` scores in the output so users see which component of the match is firing. MCP search was unaffected; this fixes the human-facing CLI parity gap.
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- **Legacy-palace distance-metric warning.** CLI search now detects palaces created before `hnsw:space=cosine` was consistently set and prints a one-line notice pointing at `mempalace repair`. Without the warning such palaces silently used L2 distance, under which the similarity display floored every result to `Match: 0.0`. New palaces mined today already set cosine correctly and now have invariant tests pinning that behavior so future refactors can't silently regress it. (#1179)
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