IBazylchuk/paparats-mcp
Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.
IBazylchuk/paparats-mcp is an MCP server distributed on github, maintained by IBazylchuk, tracked here since June 2026. It has shipped 0 releases and exposes 29 tools. Tools include arch_context, arch_delete, arch_list, arch_record_component, arch_record_decision, arch_record_lesson, and 23 more. Its composite risk grade is B — an inferred review prompt computed from observed signals, not a verdict.
what we found
Reading the source raised 2 review prompts — dangerous code and toxic flow (lethal trifecta) — each a pattern worth a human look rather than a finding of fault.
Since the previous scan on 2026-10-08: 28 tools added.
full security breakdown →tools
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arch_context -
arch_delete -
arch_list -
arch_record_component -
arch_record_decision -
arch_record_lesson -
arch_suggest_components -
cross_project_share -
delete_project -
explain_feature -
failed_chunks -
find_usages -
get_chunk -
get_chunk_meta -
health_check -
impact_analysis -
list_projects -
recent_changes -
retry_rate -
search_changes
release cadence · 90d
No releases yet.
recent releases
No releases yet.