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Search codebases semantically with local embeddings for intelligent code retrieval.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "smart-coding-mcp" yet — see the docs or source repo.
Search this codebase for implementations semantically similar to “user permission checks and role-based authorization.” Prioritize core functions, call sites, and related file paths, and briefly explain what each result does.
Returns semantically relevant code snippets, file paths, key functions, and brief explanations to quickly locate existing implementations.
Help me locate the entry points for the “export orders to CSV” feature. Find the controller, service layer, and actual export logic, then organize the results by call chain.
Outputs entry files, call flows, and core modules related to the target feature for easier structural understanding.
I’m preparing to refactor the logging module. Search the codebase for code semantically related to “logging, formatting, log levels, and error reporting,” then identify duplicated implementations and reusable abstractions.
Provides related code distribution, duplication findings, and reusable module suggestions to support refactoring design.
Semantically search and analyze multilingual code with AST-aware insights.
Search and navigate multiple code repositories with natural language understanding.
Analyze codebases with semantic search, dependency insights, and natural language Q&A.
Build semantic indexes for codebases to find relevant code with natural language queries.
Turn any LLM into a codebase expert with search, mapping, and security insights.
Search codebases semantically with natural language and retrieve relevant context.