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คำสั่งของผู้เผยแพร่เอง ไม่ใช่เอนด์พอยต์ของ PlugMCP
Host a copy with our keys and logs.
uvx claude-memory-manager==0.1.1Claude Code ไม่มีลิงก์ติดตั้งสำหรับคำสั่งแบบโลคัล ให้คัดลอกคำสั่งด้านล่างแล้วรันในเทอร์มินัล
claude mcp add io.github.nyxtoolsdev-claude-memory-manager -- uvx claude-memory-manager==0.1.1รันในเทอร์มินัล
{ "mcpServers": { "io.github.nyxtoolsdev-claude-memory-manager": { "command": "uvx", "args": [ "claude-memory-manager==0.1.1" ] } }}claude_desktop_config.json
URL แบบรีโมตหรือคำสั่งบนเครื่องของคุณ? การติดตั้งสองแบบต่างกันอย่างไร
รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดจากผู้เผยแพร่
Cross-session memory for Claude Code — never lose context between sessions.
Claude Memory Manager automatically captures architectural decisions, code changes, bug fixes, and configuration choices from your Claude Code sessions, then intelligently retrieves relevant context when you start new sessions.
Cross-session memory for Claude Code — context capture, semantic search, recall
Every time you use Claude Code, valuable context is created and lost when the session ends:
Claude Memory Manager solves this by:
pip install claude-memory-manager
For local embeddings (no API key needed):
pip install claude-memory-manager[local]
For development:
pip install claude-memory-manager[dev]
claude-memory init
This creates the SQLite database at ~/.claude-memory/memory.db and saves a config file.
# Ingest all sessions from the default path (~/.claude/projects/)
claude-memory ingest
# Ingest from a specific path
claude-memory ingest /path/to/sessions
# Watch for new sessions and auto-ingest
claude-memory ingest --watch
# Search across all memories
claude-memory search "authentication setup"
# Filter by project
claude-memory search "database schema" --project /path/to/project
# Filter by category
claude-memory search "cors" --category config
# List all indexed projects
claude-memory context
# Generate summary for a specific project
claude-memory context /path/to/project
# With custom token limit
claude-memory context /path/to/project --max-tokens 3000
Add to your Claude Desktop config (see MCP Setup):
{
"mcpServers": {
"claude-memory": {
"command": "claude-memory-mcp",
"args": []
}
}
}
Memories are classified into these categories:
decision — Architectural and design decisionscode_change — Significant code modificationsbug_fix — Bug identification and resolutionconfig — Configuration and environment changeserror_resolution — Errors encountered and solvedpreference — User preferences and conventionsdiscussion — General discussion summariesFind your Claude Desktop config file:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonAdd the memory server:
{
"mcpServers": {
"claude-memory": {
"command": "claude-memory-mcp",
"args": []
}
}
}
See examples/claude-desktop-config.json for a complete example.
Once connected, Claude Desktop can use these tools:
claude-memory-manager/
src/claude_memory/
cli.py # Click CLI commands
mcp_server.py # MCP stdio server
config.py # Configuration management
core/
extractor.py # Memory extraction from conversations
embedder.py # Embedding generation + caching
indexer.py # Pipeline: parse -> extract -> embed -> store
retriever.py # Hybrid semantic + keyword search
summarizer.py # Context summary generation
parsers/
jsonl_parser.py # Claude Code session log parser
diff_parser.py # Unified diff parser
storage/
database.py # SQLite + FTS5 operations
models.py # Pydantic data models
migrations.py # Schema versioning
integrations/
anthropic_embeddings.py # Voyage AI API
local_embeddings.py # sentence-transformers
utils/
formatting.py # CLI output formatting
license.py # License validation
Session Logs (.jsonl)
|
[JSONL Parser] -----> ParsedSession
|
[Extractor] --------> Memory objects (categorized, scored)
|
[Embedder] ----------> Embeddings (bytes for SQLite BLOB)
|
[Indexer] -----------> SQLite DB (with FTS5 index)
|
[Retriever] ---------> Search results (hybrid ranked)
|
[Summarizer] --------> Context summary (markdown)
Configuration is loaded from (in priority order):
~/.claude-memory/config.json)If no provider is available, a stub provider is used (keyword search still works, but semantic search is disabled).
Where are my memories stored?
In a SQLite database at ~/.claude-memory/memory.db. All data stays local.
Does this send my code to any API?
Only if you configure the Voyage or Anthropic embedding provider. In that case, only memory text content (not full session logs) is sent to generate embeddings. Use local for fully offline operation.
How does deduplication work? Each memory's content is hashed (SHA-256). If a memory with the same hash already exists, it is skipped during ingestion.
How does hybrid search work? Results from cosine-similarity vector search (70% weight) are combined with SQLite FTS5 keyword search results (30% weight). Memories appearing in both get combined scores.
Can I export my memories?
Yes: claude-memory export > memories.json or claude-memory export -o file.json.
How do I prune old memories?
claude-memory prune --older-than 90d removes memories older than 90 days. Supports d (days), w (weeks), m (months), y (years).
# Clone and install in development mode
git clone https://github.com/nyxtools/claude-memory-manager.git
cd claude-memory-manager
pip install -e ".[dev]"
# Run tests
pytest
# Type check
mypy src/
# Lint
ruff check src/ tests/
MIT License. Copyright (c) 2026 NyxTools.
Cross-session memory for Claude Code — context capture, semantic search, recall
{ "mcpServers": { "io.github.nyxtoolsdev-claude-memory-manager": { "command": "uvx", "args": [ "claude-memory-manager==0.1.1" ] } }}เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Claude Memory Manager ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-11-09 Cross-session memory for Claude Code — context capture, semantic search, recall