The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

ai ast claude-code code-analysis code-understanding codebase-search developer-tools graph-database knowledge-graph llm mcp mcp-server memgraph monorepo multi-language python rag retrieval-augmented-generation semantic-search tree-sitter
22 Open Issues Need Help Last updated: Jul 18, 2026

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enhancement good first issue priority: low

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
documentation good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
enhancement help wanted

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
Add more tests 7 months ago
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter
bug enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter

AI Summary: Debug and fix failing tests related to the real-time codebase updater in the Graph-Code project. This involves investigating the test failures, identifying the root cause(s), and implementing the necessary corrections to ensure all tests pass.

Complexity: 4/5
bug good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter

AI Summary: Update the PydanticAI dependency in the Graph-Code project to its latest version. This involves modifying the project's dependency management file (likely `pyproject.toml` or `requirements.txt`), running dependency updates, and verifying that the project still functions correctly after the update.

Complexity: 2/5
enhancement good first issue

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python
#ai#ast#claude-code#code-analysis#code-understanding#codebase-search#developer-tools#graph-database#knowledge-graph#llm#mcp#mcp-server#memgraph#monorepo#multi-language#python#rag#retrieval-augmented-generation#semantic-search#tree-sitter