{"id":"timothywarner-org-copilot-memory-store","name":"copilot-memory-store","af_score":58.8,"security_score":19.2,"reliability_score":31.2,"what_it_does":"Provides a local JSON-backed memory store for context engineering with GitHub Copilot and MCP clients. Includes a CLI REPL to add/search/compress/delete/purge/export memories, and an MCP stdio server exposing tools and resources to let Copilot agents read/write/search memories and inject shaped/compressed context for tasks (optionally using DeepSeek for summarization/context shaping).","best_when":"You want a lightweight, local-first MCP/CLI memory workflow for Copilot-style agents, and you can accept JSON-file storage and stdio MCP transport.","avoid_when":"You need robust security controls for untrusted remote users or you require enterprise-grade compliance features and hardened multi-tenant access control.","last_evaluated":"2026-04-04T19:33:32.805525+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["MCP prompts are not supported by VS Code GitHub Copilot (per README); prompts should be tested via MCP Inspector or other MCP clients.","The MCP server runs over stdio; agents must be launched with the correct command/args/build output (dist/mcp-server.js) and MEMORY_PATH environment.","Demo prefilled data may exist in project-memory.json; README advises deleting/overriding MEMORY_PATH before real use."],"error_quality":0.0}