MCP-Manticore is a Model Context Protocol server that connects AI coding assistants (Cursor, Claude Code, Codex CLI, Windsurf) directly to a Manticore Search instance. Without MCP, AI assistants hallucinate incorrect Manticore SQL syntax for features like auto-embeddings, KNN vector search, and fuzzy matching. With MCP-Manticore, the AI retrieves real-time documentation, inspects schemas via list_tables() and describe_table(), and executes queries before generating answers. The server runs read-only by default, with write and destructive operations gated behind environment variables. Setup requires uv and a simple mcp.json configuration block.
Table of contents
IntroductionTwo Ways This Helps YouThe Problem: AI Without ContextThe Solution: MCP-ManticoreReal Examples: With and Without MCPKey FeaturesTutorial: Setting Up MCP-ManticoreConfiguration ReferenceThe Future: Agents That Install ThemselvesConclusionSort: