Self-hosted semantic code search MCP server for Claude Code, Cursor, Codex and Copilot. Indexes many repos locally with tree-sitter AST chunking, a symbol graph (find usages) and git history, on Qdrant + local llama.cpp embeddings. Your code never leaves your machine. MIT.
Last commit October 31, 2026, 11 days ago.
35 GitHub stars and 0 Honeystax upvotes. 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.
Starts at 6. Added: GitHub health 42/100 +14, no security policy +8, no contributing guide +4, no code of conduct +3.
AI Agent
Multiple
Model
Llama
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
paparats-mcp is listed on Honeystax as a MCP Server for Multiple, since July 21, 2026. Its code is at github.com/IBazylchuk/paparats-mcp, with 35 GitHub stars and 0 open issues. Last commit October 31, 2026, 11 days ago. GitHub's community health check gives it 42 out of 100.
Source: GitHub repository
Source check: October 31, 2026
Upstream commit: October 31, 2026
Repository state: Not marked archived
Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.