Incremental engine for long horizon agents π Star if you like it!
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Nov 11, 2026 - Rust
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Incremental engine for long horizon agents π Star if you like it!
python rust real-time ai etl indexing data-engineering knowledge-graph help-wanted data-processing semantic-search change-data-capture ai-agents data-indexing rag llm context-engineering codebase-intelligence agentic-data-framework long-horizon-agent
Codebase intelligence for TypeScript and JavaScript. Health, complexity hotspots, duplication, architecture boundaries, circular dependencies, design-system drift, and unused code, from one graph. CLI, GitHub Action, LSP, MCP, and VS Code. Rust, MIT licensed.
javascript rust cli typescript mcp architecture static-analysis monorepo complexity developer-tools code-quality circular-dependencies code-duplication dead-code unused-code oxc code-health codebase-intelligence
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.
docker semantic ai mcp ast embeddings gemini openai semantic-search claude vector-search code-graph vector-database vector-embeddings ai-assistant context-engine qdrant claude-code codebase-intelligence gemini-cli-extension
Persistent Intelligence Infrastructure for AI Agents
AI-native codebase intelligence skills β generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency graphs, and change impact. Built for Copilot, Cursor, and any tool-calling LLM. ι’ε AI ηΌη¨ε©ζη代η εΊζη₯ζθ½ββηζζδΉ εη₯θ―εΎθ°±οΌη²Ύεζ₯θ―’ζδ»Άη»ζγδΎθ΅ε ³η³»δΈζΉε¨ε½±εεεΎγ
refactoring tree-sitter skills code-analysis spec dependency-graph ast cursor cline legacy-code ai-tools github-copilot agentic-ai ai-coding agent-skills vibe-coding claude-code codebase-intelligence claude-skills
Agent skills for fallow. They teach coding agents (Claude Code, Codex, Cursor, and others) to check health, complexity, duplication, architecture, styling drift, and unused code with fallow.
javascript typescript skills amp linter static-analysis cursor copilot codex claude code-duplication windsurf dead-code unused-exports gemini-cli agent-skills claude-code codebase-intelligence fallow codebase-hygiene
πΌ AI stack centered on an agent hypervisor. Automates tasks, graph-powered repo wiki, and Q&A, and searches across all your connected tools. Access it from browser, terminal, or API.
cli information-retrieval terminal self-hosted openai hermes agents claude homeassistant-integration llm anthropic litellm llm-agents generative-ui agentic-workflow claude-code deepwiki parallel-agents codebase-intelligence
Live structural code graph for AI agents β one-curl install wires MCP + an agent skill into Claude Code, OpenCode, Codex and Cursor. Indexes a 96k-file Linux kernel tree in 2m51s on a laptop Intel i7; sub-ms structural queries from a memory-mapped graph.
mcp opencode community-detection knowledge-graph cursor json-rpc2 install-script bm25 codex structural-analysis tree-sitter-parser vector-search ai-agents-framework blast-radius claude-code ast-parsing retrieval-augmented-generation-rag codebase-intelligence code-graph-rag agent-safety-frameworks
Pi extension that brings Fallow codebase intelligence into Pi as an agent tool and slash command.
javascript typescript static-analysis code-analysis developer-tools code-review code-quality security-analysis maintainability terminal-ui duplication-detection dead-code coding-assistant ai-coding-agent codebase-intelligence pi-coding-agent pi-extension pi-package fallow pi-fallow
AI-powered codebase intelligence platform β MCP Server, AST analysis, Knowledge Graph, and semantic memory with SQLite + sqlite-vec. Analyze any codebase in minutes.
typescript ai mcp code-analysis ast embeddings knowledge-graph developer-tools semantic-search vector-search semantic-memory llm agentic-ai sqlite-vec mcp-server modelcontextprotocol codebase-intelligence
Local-first MCP server for AI-powered codebase intelligence β AST analysis, dependency graphs, and semantic search. Your source code never leaves your machine.
typescript ai mcp code-analysis dependency-graph ast developer-tools cursor semantic-search claude local-first agentic-ai mcp-server modelcontextprotocol codebase-intelligence
Codebase intelligence, repository analysis, safety controls, and MCP tools for developers and engineering teams.
nodejs cli open-source security typescript mcp developer-tools cursor codex repository-analysis model-context-protocol claude-code agent-safety codebase-intelligence ai-coding-agents
Documentation for fallow, codebase intelligence for TypeScript and JavaScript. Published at docs.fallow.tools.
javascript documentation typescript runtime-intelligence dead-code mintlify codebase-intelligence fallow
CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and architecture metrics. Includes optional MCP server for AI agents.
cli typescript mcp architecture static-analysis code-analysis dependency-graph pagerank developer-tools command-line-tool code-intelligence architecture-analysis code-map codebase-intelligence typescript-analysis
Codebase Knowledge Graph & Architecture Intelligence platform. Transforms complex repos into interactive visual graphs with context-aware AI chat. Features fast AST parsing, hybrid BM25 retrieval, and multi-source Git/SSH sync. Self-hostable, runs locally, with all credentials encrypted at rest via AES-256 for complete privacy and security.
knowledge-graph knowledge-base llm llm-agents agentic-workflow codebase-analysis codebase-intelligence
Project Compass is a zero-dependency DSH plugin that statically scans a codebase to generate evidence-cited architecture and onboarding docs, plus offline extractive Q&A by default.
Local codebase intelligence for AI coding agents and software teams, in the CLI and VS Code. Vibgrate builds a deterministic Code Graph, measures dependency and runtime drift with DriftScore, maps architecture and blast radius, analyses dependency and vulnerability risk, and generates SBOM/VEX.
nodejs cli security typescript mcp dependency-graph dependency-management sbom code-graph archtecture ai-assisted software-modernization codebase-analysis ai-coding-assistant ai-coding-agent codebase-intelligence upgrade-drift drift-score drift-scorecards
Correctness-oriented MCP server and batch CLI for compact structural reads and reviewed TypeScript/JavaScript edits.
mcp ast indexing data-indexing mcp-server codebase-indexing context-engineering codebase-intelligence harness-engineering harness-plugin dsh-plugin
A comprehensive repository intelligence platform that transforms software projects into actionable insights and a searchable Knowledge Graph for faster understanding, navigation & analysis.
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