Tutorials / Guides
4 Alternatives for prospector
flakeheaven
flakeheaven is a python linter built around flake8 to enable inheritable and complex toml configuration.
3 Multi-Language Tools
Code-Graph-RAG
Builds knowledge graphs from multi-language codebases using Tree-sitter AST parsing and stores them in Memgraph. Supports 11 programming languages with a unified graph schema and enables natural language querying and editing of code structure and relationships. Functions as an MCP server for AI assistant integration.
Kin
A graph-native code repository for people and AI agents. Kin parses supported languages into code entities and their relationships (calls, references, imports, inheritance) and versions them with the source. The kin CLI and an MCP server query the same graph for callers, references, traces and what a change might affect. Imports existing Git history. Public beta.
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