Code intelligence CLI — function-level dependency graph across 11 languages, 30-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.

Multi-agent CLI orchestrator combining Claude Code, Gemini CLI, and OpenRouter.

Searchable Markdown KB built for AI workflows. Hybrid search, typed relations, wiki links, graph views. Token-efficient CLI for agents, static publishing for humans.

Hybrid and agentic search for coding workflows. BM25, vector retrieval, reranking, and multi-turn search in a lightweight Rust CLI and library

PairOfCleats builds a hybrid semantic index for a repo (code + docs) and exposes a CLI/MCP server for fast, filterable search. It is designed for agent workflows, with artifacts stored outside the repo by default so they can be shared across runs, containers, and CI while keeping working trees clean.

Cross-client (Claude Code + Codex CLI) usage insights with hybrid evidence + agentic analysis.

Hybrid ML + CrewAI system to triage millions of emails: fast TF-IDF+SVM gate, agentic workflows, CLI & API.

RAG CLI — утилита для обработки больших текстовых файлов с помощью LLM (Large Language Models) четырмя режимами: hybrid, Agentic Tool Calling, RAG retrieval и Map-Reduce. (ai-generated)

🚀 Local context intelligence layer for AI coding agents. Stop token waste with surgical retrieval, structural mapping, and automated budget management. Powered by Hybrid Local AI (Ollama). Works with Claude Code, Gemini CLI, and more. 🐍 🏠

The hybrid CLI/Web coding agent that works your way.

Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent memory, zero cloud dependencies. MCP server + CLI.

Intelligent Memory System for AI Agents - Hybrid text+code RAG with automatic query understanding and MCP integration. Built for Claude, Kiro CLI, and other AI agents.

Autonomous AI trading agent built on Kraken CLI + Gemini Flash. Multi-timeframe signal analysis, hybrid rule-LLM decision engine, real-time risk management.

Helix Coding Agent V1.0 - AI-native development operating system. Includes version history from pre-alpha to v0.4, integrated AI model marketplace (OpenRouter, LangChain, HuggingFace, vLLM), GitHub MCP, filesystem MCP, CI watchers, CLI, VS Code extension. Hybrid cloud (Cloudflare, AWS, Google, Nebula). Open-core under Apache license.

Local-first agentic coding CLI — 862 expert beliefs, hybrid vector retrieval (embeddings + knowledge graph + TF-IDF), error database that learns from mistakes, self-directed web learning, and evolving identity. A 31B model with persistent memory that accumulates wisdom across sessions. Zero cloud. Zero API keys. Powered by llama.cpp + Gemma 4.

Local-first hybrid cli search engine (BM25 + Vector) for personal knowledge bases and agentic workflows. Runs entirely on-device via node-llama-cpp.

Hybrid memory system with multi-agent CLI for AI agents

CLI for building and deploying hybrid Web 4.0 agents

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Memory Management CLI for Agentic Coding, using a Hybrid Approach between Agent Sessions, Project Documents, Codebase Analyst, and Beads.

KAS Memory — AI agent memory system with hybrid search, knowledge promotion, and cross-CLI support

Docs your agents can actually search — CLI-first, self-hosted, hybrid search + MCP + llms.txt. Open source.

Hybrid search (dense + sparse) with reranking and agentic RAG. Packaged with CLI, API, Docker, and Databricks/Terraform infra.

Hybrid multi-agent coordination framework: Claude Code orchestrates Gemini CLI, Codex CLI, and 18 specialized subagents through file-based protocols, portable skills, and parallel review swarms.

🪿 Terminal chat interface wrapper for Goose CLI with integrated web dashboard. TUI + Web UI hybrid for AI agent interaction.

Claude Code skills for automated E2E testing with agent-browser (Playwright CLI). Discover routes, generate YAML test manifests, execute with hybrid LLM assertions, track regressions.

Paper library with semantic search — desktop app + MCP server for AI coding agents. Upload PDFs, extract algorithms and patterns via Claude CLI, search with hybrid vector + BM25. Rust, Tauri, FastEmbed, LanceDB.

Hybrid benchmark for comparing a function-tool agent (list_files, read_file, write_file, run_command) against a CLI agent (run_command) on long-file and CSV reasoning tasks with chunked reads, workspace-scoped command execution, and strong truncation/overflow controls.

Neural Nexus is a framework‑agnostic long‑term memory engine for AI agents, providing hybrid semantic/BM25 retrieval, decay and reinforcement scoring, multi‑tenant storage, and full audit logging. Includes universal adapters: API, CLI, MCP server, OpenAI‑compatible proxy, browser extension, and mobile agent.

A reference architecture and working implementation that gives Claude Code CLI semantic code search capabilities, overcoming context window limitations on large codebases. The project comprises three components: LanceDB MCP Server — Semantic code search over stdio with hybrid vector + full-text search Agent Team — 10 specialized Claude agents (via