RCLL MCP Server: Install & Setup

Install RCLL in Claude Code

Claude Code

claude mcp add rcll -- npx -y fleet-memory-mcp

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "rcll": {
      "command": "npx",
      "args": [
        "-y",
        "fleet-memory-mcp"
      ]
    }
  }
}

Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

Run: claude mcp add rcll -- npx -y fleet-memory-mcp

anvanster/tempera

Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle, cross-project.

punic-pillars/project-knowledge-mcp

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

sensein/BrainKB

MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs.

Fr4nZ82/mwe-mcp

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

Poll-The-People/customgpt-mcp

Access the CustomGPT.ai RAG-as-a-service API.

LonelyTraderBay/memory-for-ai

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.