Claude Find

io.github.Cavinooo由 GitHub 帳號 Cavinooo 發布v0.2.5更新於 Oct 24, 2026

Pull Deep Memory from across your Claude Code Sessions — when you need it.

發布方自己的服務：Verified Codes

已驗證STDIO僅桌面知識與記憶開發者工具

服務詳細資訊

識別碼: io.github.Cavinooo/claude-find
傳輸: STDIO
執行環境: Desktop only
信任: Verified
發布於: Sep 16, 2026

安全提示

MCP 服務會接收對話中的工具呼叫請求，並可能執行外部操作。啟用前請先了解該服務能做什麼，並只授予它所需的權限。

註冊中心已驗證此條目所屬的 GitHub 帳號 Cavinooo。這並不表明該帳號就是產品方。

SourceWeft 的檢查只涵蓋條目是否完整、端點是否回應；不審查伺服器的程式碼，也不審查其工具的行為。

在 README 中新增徽章

向讀者展示該 MCP 服務已收錄於 SourceWeft，徽章連結到本頁。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.Cavinooo%2Fclaude-find.svg)](https://sourceweft.com/mcp/io.github.Cavinooo%2Fclaude-find?utm_source=readme&utm_medium=badge)

概覽

AI 產生的概覽

本機 MCP 伺服器，讓 Claude 對過往 Claude Code 工作階段紀錄做語意搜尋，需要時找回先前的脈絡。

可以做什麼: 以語意與關鍵字搜尋所有專案中的歷史 Claude Code 工作階段
取回原始對話片段，包含推理過程、限制條件、失敗做法與決策
依專案、分支、涉及檔案、錯誤與日期等中繼資料輔助篩選與排序
升級後重建工作階段索引
適用情境: 當你希望 Claude 回想起先前 Claude Code 工作階段中討論過、嘗試過或決定過的內容時使用，例如回顧某次資料庫遷移、技術選型或反覆出現的錯誤。適合長期保留本機工作階段紀錄、又不想手動整理筆記的使用者。
執行需求: 以 stdio 在桌面本機執行。需要 Bun 執行環境、Ollama（首次使用時自動下載嵌入模型）以及 Claude Code。安裝流程會讀取 Claude Code 專案目錄下的工作階段檔案，並將此伺服器註冊到 Claude Code。未宣告任何 API 金鑰或環境變數。

安裝前請注意

安裝流程會變更 Claude Code 設定：將工作階段保留期設為永久、關閉 30 天工作階段清理，並註冊此 MCP 伺服器。索引會讀取你完整的工作階段紀錄，包括檔案路徑與工具呼叫中繼資料，並透過本機 Ollama 模型產生嵌入。索引會在啟動時於背景執行。

安裝

在 SourceWeft 中

開啟儀表板中的 Claude Find，將其新增到工作區。
為需要使用其工具的對話啟用該服務。

Desktop only，透過 STDIO。 STDIO 服務會啟動本機處理程序，因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照儲存庫中的啟動說明。

README

claude-find

Pull deep memory from across your Claude Code sessions — when you need it.

[demo]

Semantic search over all your past Claude Code sessions. Finds context by meaning and keywords. Searches the raw conversation transcripts, not compressed summaries, so Claude gets the full picture: reasoning, constraints, failed approaches, and decisions.

Setup

setup starts Ollama, pulls the embedding model, sets session retention to permanent, and registers the MCP server with Claude Code. Sessions are indexed in the background on startup. Searches work immediately and return progressively more complete results as indexing continues.

Linux / Windows

Install Bun and Ollama, then run bunx claude-find setup. It detects your platform and guides you through anything missing.

Use it

In any Claude Code session:

/find that database migration we discussed last week/find why we chose websockets over polling/find the session where we kept getting timeout errors/find refactoring the payment module across all projects

/find that database migration we discussed last week/find why we chose websockets over polling/find the session where we kept getting timeout errors/find refactoring the payment module across all projects

Claude searches your past sessions semantically, finds the relevant conversations, and synthesizes the context: what was tried, what failed, what constraints you set, and what decisions were made.

How it works

Indexes all Claude Code session JSONL files from ~/.claude/projects/
Extracts user + assistant messages, compact summaries, file paths from tool calls
Enriches each chunk with metadata context (project, branch, files, date) for better retrieval
Embeds conversation chunks using qwen3-embedding via Ollama (GPU accelerated)
Searches with hybrid semantic + keyword (FTS5) merged via Reciprocal Rank Fusion
Returns raw conversation chunks so Claude can synthesize with full context

After upgrading, run bunx claude-find index to rebuild the index with the latest improvements.

What makes this different

Searches raw transcripts. Nothing lost through compression.
Retroactive: works on all existing sessions immediately. No hooks needed.
Permanent history: setup disables Claude Code's 30-day session cleanup so your sessions are searchable forever.
Non-blocking: indexes in the background at startup. Searches work instantly, even mid-indexing.
Uses compact summaries: Claude's own session understanding, boosted in ranking.
Indexes tool call metadata: search by files touched, errors encountered.
Fast: Ollama + GPU keeps indexing fast and memory bounded.