The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

Preline UI is an open-source set of prebuilt UI components based on the utility-first Tailwind CSS framework.

The Rust SDK for building coding agents. Tools, streaming, graph, sub-agent orchestration, MCP — as composable functions

Real time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.

Deterministic safety solutions for probabilistic AI agents

The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure

The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already in place.

AI agent microservice

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

AI said it finished. Flyto2 shows the proof.

Smithers is an agentic workflow framework for defining workflows in simple TypeScript configuration files and executing them quickly, durably, and reliably

Feedback widget with screenshots, annotations, and AI triage

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

🚀 Universal SDK for building next-gen MCP servers

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via MCP.

The official Ruby SDK for the Model Context Protocol servers and clients.

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

This package implements Agent Skills (https://agentskills.io) support with progressive disclosure for Pydantic AI. Supports filesystem and programmatic skills.