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CHROMADB

Chroma is an open-source vector (embedding) database built for developers who are adding long-term memory, semantic search, or retrieval-augmented generation to AI and LLM applications. It offers simple Python and REST APIs for storing, indexing, and querying high-dimensional embeddings at scale.

WEAVIATE

Weaviate is an open-source vector database that lets developers store, index, and search embeddings at scale. It offers GraphQL, REST, and client SDKs so teams can build semantic search, recommendation, and generative AI applications quickly.

MODEL CONTEXT PROTOCOL (MCP)

Model Context Protocol (MCP) is an open specification that standardizes how AI agents communicate with external back-end services, databases, and tooling. It defines the message formats and server behaviors that let IDEs, CLIs, and autonomous agents reliably invoke tools, manage sessions, and enforce security policies.

GEMINI CLI

Gemini CLI is a command-line interface for working with Google’s Gemini large language models and building agentic automations from the terminal. It supports features like delegating tasks to remote sub-agents via the Agent-to-Agent protocol and is aimed at developers who want scriptable access to Gemini capabilities.

CLAUDE

Claude is a large-language-model assistant developed by Anthropic that answers questions, writes code, and analyzes documents through chat and API interfaces. Developers and organizations use it as the core model family behind the Claude Platform, Managed Agents, and other Anthropic services.

GITHUB

GitHub operates a cloud-based platform for hosting Git repositories, collaborative development, and DevOps workflows. It targets software developers, open-source communities, and enterprises with features such as pull requests, issue tracking, and integrated CI/CD tools.

MCP

MCP is an open protocol and runtime bridge that standardises how AI coding agents invoke backend tools, databases and APIs through structured JSON messages. It underpins .mcp.json configs, MCP servers and tooling adopted by products like Codex, Copilot CLI, Cursor and MassGen for reliable agent-to-backend orchestration.

SKILLS

Skills refer to the abilities to perform tasks effectively.

CODEX

Codex is OpenAI’s code-generation and agent platform for developers. It exposes an API and client tooling that turn natural-language instructions into executable code while providing streaming progress, sandboxing and IDE-integrated workflows.

CURSOR

Cursor is an AI-first code editor based on VS Code that embeds chat, code-generation and multi-agent orchestration directly in the IDE. It targets software developers who want integrated AI assistance for writing, refactoring and navigating large codebases.

ANTIGRAVITY

Antigravity is an agent-first coding IDE that evolved from a Visual Studio Code fork and orchestrates multiple autonomous agents to automate large-scale software engineering tasks. It targets developers who want repo-wide refactoring, security auditing, and workflow skills that can run in parallel without constant human oversight.

CODEX CLI

Codex CLI is a command-line interface for OpenAI Codex that lets developers generate, review, and modify code from the terminal or integrate Codex into build workflows. Recent releases add enterprise authentication, sandboxing, plugin hooks, and multi-agent capabilities for secure, large-scale use in software teams.

CLAUDE CODE

Claude Code is an Anthropic-built AI coding assistant that plugs into terminals, editors, and CI pipelines to generate, review, and refactor software. Recent releases highlight enterprise TLS support, security-auditor workflows, and agent-based automation for developer teams.

ORACLE

Oracle is a global enterprise software and cloud computing company that develops the Oracle Database, cloud infrastructure services, and a broad suite of business applications. It is now adding AI capabilities, including pre-built enterprise agents, to its product portfolio.