Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace...
Copy the install, test the workflow, then decide if it earns a permanent slot.
Strong idea surface, weaker maintenance signal. Steal the pattern before you commit.
Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
GitHub health unknown. no security policy. Archived repo plus maintenance drag means copy patterns, not the whole tool.
AI Agent
Multiple
Model
Claude
Build Time
Instant
Fastest way to find out if paparats-mcp belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
claude mcp add paparats-mcp -- npx paparats-mcpRun this first. You will know quickly if the workflow earns a permanent slot.
claude mcp remove paparats-mcpNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude.json └─ mcp_servers/ └─ paparats-mcp ← registers here
Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.