Hive Memory Enterprise MCP

Python MCP server for Cursor, Claude Code, and other agents. Connects to a self-hosted Hive Memory API with PII masking, governance tools, and FinOps feedback.

Install uv

curl -LsSf https://astral.sh/uv/install.sh | sh

Cursor configuration

{
  "mcpServers": {
    "hive-memory": {
      "command": "uvx",
      "args": ["hive-memory-mcp"],
      "env": {
        "HIVE_MEMORY_BACKEND_URL": "https://hive.yourcompany.com/api/v1",
        "HIVE_API_KEY": "hm_live_..."
      }
    }
  }
}

Environment variables

* Required for remote/production APIs. Local dev may use JWT from dashboard only for the web UI; MCP always needs an API key.

Local development

cd mcp-server-enterprise
uv sync
export HIVE_MEMORY_BACKEND_URL=http://localhost:8000/api/v1
export HIVE_API_KEY=hm_live_your_key
uv run python main.py

Tools

• save_team_memory — save gotcha with PII sanitization + audit log
• search_team_memories — vector search with utility boost
• record_memory_feedback — FinOps ROI ledger
• moderate_team_memory — approve / deprecate / edit
• scan_duplicate_memories / merge_duplicate_memories
• get_analytics_and_roi
• run_memory_decay_audit
• synthesize_team_knowledge

Troubleshooting

• 401 Unauthorized — check API key scopes (memories:read, memories:write, governance:read)
• TLS errors — ensure VPS certificate is valid; corporate proxy may need HTTP_PROXY
• Connection refused — verify HIVE_MEMORY_BACKEND_URL and that the backend is reachable from your machine