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MCP Conductor

Cache what an assistant learned about your project once, and load it back at the start of the next session.

by Lutherscottgarcia ↗Agent MemoryCommunity

LABSCO SUMMARY

A cache is only worth loading if you know it is still true.

The interesting part is not the write, it is validate_project_intelligence_cache and invalidate_project_cache — a stale picture of a codebase is worse than no picture, because the assistant acts confidently on it. Treat the validate call as part of the load ritual rather than an optional extra. Note the platform line before you commit: this is built and supported on macOS, with Linux flagged experimental.

What it is

A project-context cache for Claude Desktop. It captures an understanding of a codebase — architecture, technologies, momentum, next steps — into a Memory MCP entry, so a later session loads that entry instead of re-exploring the repository. Around it sits a session-rules engine and coordination across Memory, Filesystem, Git, Claudepoint and database MCPs.

What you get

  • create_project_intelligence_cache writes the current understanding of a project into Memory MCP
  • load_project_intelligence_cache reads it back at the start of a session
  • validate_project_intelligence_cache checks whether the cached picture still matches the project
  • refresh_project_intelligence updates a cache after the project has moved on
  • invalidate_project_cache drops one when it can no longer be trusted
  • A session-rules engine with enforcement levels from hard_block down to log_only, so a rule can stop an action or merely record it
  • Project directories are auto-detected across the common layouts — ~/Projects/, ~/Developer/, ~/Code/, ~/RiderProjects/ and others

Requirements

Node.js 18.0.0 or higher and npm 8.0.0 or higher, plus Claude Desktop. Published as conversation-continuity-mcp version 1.0.0. Two MCP dependencies are installed for you: @modelcontextprotocol/server-memory and @modelcontextprotocol/server-filesystem. It needs read and write access to your project directories and to ~/Library/Application Support/Claude/. macOS 10.15+ is the supported platform; Linux is marked experimental and Windows is not there yet. MCP_CONDUCTOR_PROJECT_DIR and MCP_CONDUCTOR_WORKSPACE override the auto-detected paths.

Setup effort

One command — curl -fsSL https://raw.githubusercontent.com/lutherscottgarcia/mcp-conductor/main/install.sh | bash