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Explore codebases efficiently with grounded file and line-range citations.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "fastcontext-mcp" yet — see the docs or source repo.
Search this repository for user login, authentication middleware, and token validation logic. Return the most relevant file paths with line ranges and briefly explain what each code section does.
A list of authentication-related files, precise line ranges, and short explanations of each implementation.
Help me find where database connection configuration is defined, how it is injected, and where it is ultimately used in this project. Return file paths and line ranges along the call chain.
A clear configuration trace showing definition, injection, and usage locations with grounded citations.
Quickly inspect this repository for modules whose recent changes may affect error handling. Find code related to exception handling, logging, and retry logic, and provide file paths with line ranges.
Code locations grouped by theme to support deeper review of error-handling changes.
Explore code repositories read-only with broad searches and compact file-line citations.
Search your entire codebase and feed rich context to coding agents.
Turn any LLM into a codebase expert with search, mapping, and security insights.
Search codebases semantically with natural language and retrieve relevant context.
Gives AI coding agents a structural map of your repository fast.
Read, edit, and refactor code precisely with AST-based, token-efficient operations.