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subcog

Verified Safe

by zircote

Overview

A persistent memory system for AI coding assistants, providing an MCP server for semantic search, prompt management, and capture of coding context.

Installation

Run Command
npx @zircote/subcog serve

Environment Variables

  • OPENAI_API_KEY
  • ANTHROPIC_API_KEY
  • OLLAMA_HOST
  • OLLAMA_MODEL
  • LMSTUDIO_ENDPOINT
  • LMSTUDIO_MODEL
  • SUBCOG_ENCRYPTION_KEY
  • SUBCOG_USER_ID
  • SUBCOG_ORG_ID
  • SUBCOG_ORG_SCOPE_ENABLED
  • SUBCOG_CONFIG_PATH

Security Notes

The server demonstrates a strong security posture with: mandatory unsafe_code checks, robust API key handling (zeroization, format validation), extensive secret and PII detection/redaction, HMAC-signed audit logs for tamper detection, JWT authentication for HTTP transport, and configurable rate limiting. Prompt injection mitigation is also implemented. SQLite/PostgreSQL interactions use parameterized queries to prevent SQL injection. Requires secure environment variable management for secrets.

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Stats

Interest Score37
Security Score9
Cost ClassHigh
Avg Tokens1500
Stars3
Forks0
Last Update2026-01-17

Tags

AICoding AssistantMemory SystemSemantic SearchMCP ServerRustObservabilityDeduplicationGraph Database