Borrowing it
Nothing to install: this file belongs to alphaplapplap/mcp-memory-service. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/alphaplapplap/mcp-memory-service/main/CLAUDE.mdgit clone --depth 1 https://github.com/alphaplapplap/mcp-memory-serviceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/alphaplapplap/mcp-memory-service/claude-md)<a href="https://agentmods.dev/instructions/alphaplapplap/mcp-memory-service/claude-md"><img src="https://agentmods.dev/badge/instructions/alphaplapplap/mcp-memory-service/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/alphaplapplap/mcp-memory-service/claude-md"><img src="https://agentmods.dev/badge/instructions/alphaplapplap/mcp-memory-service/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.03372 | $0.03372 |
| Opus 5.5 | $0.01349 | $0.01349 |
| Sonnet 5.5 | $0.00674 | $0.00674 |
| Haiku 4.5 | $0.00337 | $0.00337 |
Grade B, and why
mcp-memory-service CLAUDE.md scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
# Setup: Configure mid-conversation hook in ~/.claude/settings.json How it starts
The opening of the file, as written. The whole thing — 322 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with this MCP Memory Service repository.
Note: Comprehensive project context has been stored in memory with tags
claude-code-reference. Use memory retrieval to access detailed information during development.
Overview
MCP Memory Service is a Model Context Protocol server providing semantic memory and persistent storage for Claude Desktop using ChromaDB and sentence transformers.
🧠 v7.1.0: Now features Natural Memory Triggers with intelligent automatic memory retrieval, 85%+ trigger accuracy, and multi-tier performance optimization!
🚀 v7.0.0: Features OAuth 2.1 Dynamic Client Registration and Dual Protocol Memory Hooks for Claude Code with automatic HTTP/MCP protocol detection.
Essential Commands
# Setup & Development
python scripts/installation/install.py # Platform-aware installation with backend selection
python scripts/installation/install.py --storage-backend hybrid # Hybrid setup (RECOMMENDED)
python scripts/installation/install.py --storage-backend cloudflare # Direct Cloudflare setup
uv run memory server # Start server (v6.3.0+ consolidated CLI)
pytest tests/ # Run tests
python scripts/validation/verify_environment.py # Check environment
python scripts/validation/validate_configuration_complete.py # Comprehensive configuration validation
# Memory Operations (requires: python scripts/utils/claude_commands_utils.py)
claude /memory-store "content" # Store information
claude /memory-recall "query" # Retrieve information
claude /memory-health # Check service status
# Configuration Validation
python scripts/validation/diagnose_backend_config.py # Validate Cloudflare configuration
# Backend Synchronization
python scripts/sync/sync_memory_backends.py --status # Check sync status
python scripts/sync/sync_memory_backends.py --dry-run # Preview sync
python scripts/sync/claude_sync_commands.py backup # Cloudflare → SQLite
python scripts/sync/claude_sync_commands.py restore # SQLite → Cloudflare
# Service Management
scripts/service/memory_service_manager.sh status # Check service status
scripts/service/memory_service_manager.sh start-cloudflare # Start with Cloudflare
# Natural Memory Triggers v7.1.0 (Latest)
node ~/.claude/hooks/memory-mode-controller.js status # Check trigger system status
node ~/.claude/hooks/memory-mode-controller.js profile balanced # Switch performance profile
node ~/.claude/hooks/memory-mode-controller.js sensitivity 0.7 # Adjust trigger sensitivity
node ~/.claude/hooks/test-natural-triggers.js # Test trigger system
# Debug & Troubleshooting
npx @modelcontextprotocol/inspector uv run memory server # MCP Inspector
python scripts/database/simple_timestamp_check.py # Database health check
df -h / # Check disk space (critical for Litestream)
journalctl -u mcp-memory-service -f # Monitor service logs
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 322 lines · 3,372 tokens per session scan B 4e6e52318ef6
mcp-memory-service CLAUDE.md is an instructions file published in the GitHub repository alphaplapplap/mcp-memory-service (10 stars, last pushed 1y ago), licensed Apache-2.0. It adds 3,372 tokens to every session, about $0.0135 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
mcp-memory-service CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp-memory-service CLAUDE.mdalphaplapplap/mcp-memory-service | Instructions file | 10 | 1y ago | Apache-2.0 | B | 3,372 | Claude Code |
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| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |