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by marcoaapfortes • Uncategorized
A context-aware code search MCP server that prioritizes relevance and semantic understanding over raw speed.
Context-aware, semantic code search with relevance ranking.
Find definitions and references across large codebases.
Perform impact analysis and understand code structure.
Mantic.sh is a local-first, context-aware code search engine designed to provide highly relevant search results by leveraging semantic reranking, code intelligence, and learned context. It supports advanced features like go-to-definition, find references, and impact analysis across large monorepos, while maintaining privacy by running entirely locally. It integrates with MCP-compatible tools such as Claude Desktop, Cursor, and VS Code, enabling AI agents and developers to efficiently find and understand code with improved accuracy and context awareness.
Fast code search that finds the most relevant files for a given query. Uses brain-inspired scoring to prioritize business logic over boilerplate. Returns file paths with relevance scores, metadata, and optional impact analysis. Perfect for finding where specific functionality is implemented and understanding blast radius before making changes. Supports context carryover when sessionId is provided.
Go to the definition of a class, function, or symbol. Uses Tree-sitter for precise, compiler-grade code intelligence. Returns the file path, line number, and snippets of the definition.
Find all usages/references of a symbol across the codebase. Useful for refactoring or understanding usage patterns. Returns a list of file paths and line numbers with context snippets.
Analyze a natural language query to understand intent category and extract keywords. Returns the detected category (UI, backend, auth, etc.), confidence score, and extracted keywords. Useful for understanding what kind of code changes are being requested.
Start a new agent session for tracking context across multiple queries. Sessions enable context carryover - files viewed in the session are boosted in future searches. Returns session ID and metadata.
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