MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
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Nov 25, 2025 - TypeScript
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codebase-analysis
Here are 91 public repositories matching this topic...
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
docker semantic ai mcp ast embeddings gemini openai vectorization semantic-search claude vector-search code-graph vector-database vector-embeddings ai-assistant qdrant ollama codebase-analysis codebase-intelligence
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Apr 5, 2026 - TypeScript
A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools
python open-source machine-learning numpy dependency-analysis decorators knowledge-graph developer-tools code-visualization code-documentation large-language-models llm token-reduction context-window context-management llm-integration codebase-analysis architecture-insights module-relationships dependency-mapping
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Dec 5, 2024 - Python
Your CLAUDE.md stopped working at 200 lines. Generate scoped skill files from your import graph, auto-sync on every commit. Claude Code, Codex, Cursor.
cli documentation skills developer-tools cursor codex ai-agents import-graph context-management ai-coding codebase-analysis claude-code agents-md claude-md
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Apr 10, 2026 - JavaScript
A lightweight tool to optimize your Javascript / Typescript project for LLM context windows by using a knowledge graph | AI code understanding | LLM context enhancement | Code structure visualization | Static analysis for AI | Large Language Model tooling #LLM #AI #JavaScript #TypeScript #CodeAnalysis #ContextWindow #DeveloperTools
nodejs javascript python open-source machine-learning nextjs dependency-analysis ecmascript knowledge-graph developer-tools code-visualization code-documentation large-language-models token-reduction context-management llm-integration codebase-analysis architecture-insights module-relationships dependency-mapping
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Dec 2, 2024 - Python
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
python cli automation mcp python3 gemini growth-hacking openai developer-tools plg cli-tool code-documentation pydantic ai-tools product-led-growth llm anthropic mcp-server codebase-analysis tech-stack-detection
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Apr 10, 2026 - Go
The fastest way to understand any codebase in plain English using real project signals. Not blind AI summarization
documentation monorepo developer-tools command-line-tool developer-productivity repository-analysis code-explainer code-explanation codebase-analysis claude-code repo-analysis repo-explainer explainthisrepo calchiwo codebase-understanding repo-understanding
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Apr 10, 2026 - TypeScript
World-class deep-dive tutorials for open-source AI agents, vibe coding tools, LLM frameworks, and production systems.
open-source documentation machine-learning mcp tutorials developer-tools awesome-list technical-writing cline awesome-lists ai-agents rag llm langchain codebase-analysis roo-code vibe-coding ai-coding-assistant openhands bolt-diy
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Apr 6, 2026 - Python
A lightweight tool to optimize your C# project for LLM context windows by using a knowledge graph | Code structure visualization | Static analysis for AI | Large Language Model tooling | .NET ecosystem support #LLM #AI #CSharp #DotNet #CodeAnalysis #ContextWindow #DeveloperTools
python open-source machine-learning csharp dotnet dependency-analysis knowledge-graph developer-tools code-visualization code-documentation large-language-models llm token-reduction context-window context-management llm-integration codebase-analysis architecture-insights module-relationships dependency-mapping
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Dec 3, 2024 - Python
A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization
python open-source machine-learning spring dependency-analysis knowledge-graph developer-tools code-visualization code-documentation python-frameworks large-language-models llm token-reduction context-window context-management llm-integration codebase-analysis architecture-insights module-relationships dependency-mapping
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Dec 4, 2024 - Python
AI-powered code guardian — static analysis that watches your entire codebase
python open-source php tree-sitter typescript ai vue linter static-analysis dependency-graph networkx developer-tools code-review code-quality circular-dependencies ai-agents pydantic dead-code codebase-analysis
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Apr 8, 2026 - Rust
Visualize any codebase as an interactive force-directed graph. Analyze Python, JS/TS, and more -- see how files, classes, endpoints, and services connect. Click any node for deep dependency chain insight.
javascript python typescript static-analysis dependency-graph developer-tools d3js code-visualization force-directed-graph fastapi code-explorer codebase-analysis
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Feb 21, 2026 - JavaScript
Queryable knowledge graph for codebases — turns git history and LLM-analyzed source into a Datomic database that AI agents can query with Datalog.
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Apr 6, 2026 - Clojure
Code visualization for non-programmers. A docent for your codebase.
python tree-sitter offline static-analysis onboarding developer-tools code-review code-quality code-visualization legacy-code code-understanding local-ai code-explorer ollama code-map codebase-analysis ai-code-analysis
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Apr 6, 2026 - Python
Research, planning, and implementation workflows for Claude Code
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Feb 4, 2026 - Shell
A language agnostic way to audit, analyze and visualize code bases
visualization python cli auditing webgpu zero-trust sbom deep-tech codebase-analysis code-bioinformatics
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Apr 8, 2026 - JavaScript
A Rust-powered alternative inspired by Claude Code and opencode, optimized for fast grep, find, and codebase scanning in AI coding workflows.
rust cli performance terminal opencode find code-search developer-tools grep codex file-search rust-cli large-codebase ai-coding codebase-analysis claude-code coding-agent
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Apr 7, 2026 - Rust
Zero-dependency codebase intelligence for AI agents and humans. Static analysis → structured Markdown → readable by any LLM. 8 code health agents included.
markdown cli typescript nextjs static-analysis dependency-graph nuxt developer-tools code-quality copilot documentation-generator drizzle prisma architecture-documentation ai-tools code-health cursor-ide codebase-analysis claude-code ai-context
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Apr 7, 2026 - TypeScript
The living wiki that writes itself.
python neo4j embeddings knowledge-graph graph-database semantic-search rag code-search-engine code-intelligence fastapi vector-search developer-productivity contextual-chatbot retrieval-augmented-generation open-source-ai developer-assistant context-aware-ai codebase-analysis ai-for-developers fullstack-llm
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Mar 1, 2026 - Python
Semantic codebase understanding service — maps application structure, authentication patterns, authorization models, and data flows for intelligent security analysis.
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Feb 9, 2026 - Python
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