The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)

TypeScript multi-agent orchestration engine — one runTeam() call from goal to result. Multi-model teams, auto task decomposition, parallel execution. 3 runtime dependencies.

Repair malformed JSON from LLMs, APIs, logs, and user input in Python.

Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community

MLX Omni Server is a local inference server powered by Apple's MLX framework, specifically designed for Apple Silicon (M-series) chips. It implements OpenAI-compatible API endpoints, enabling seamless integration with existing OpenAI SDK clients while leveraging the power of local ML inference.

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

本地监控 + AI 视觉 — LAN-based smartphone-powered AI monitoring framework with structured event output for data acquisition and analysis.

A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.

React Native Apple LLM plugin using Foundation Models

Simplifies the retrieval, extraction, and training of structured data from various unstructured sources.

OpenAPI definitions, converters and LLM function calling schema composer.

Where conversations become interfaces.

Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

Structured output generation in Swift

🚬 cigs are chainable Ai functions for typescript. Call functions with natural language and get a response back in a specified structure. Uses OpenAI's latest Structured Outputs.

Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.

Declarative LLM-powered analyzer for security events and all types of logs. Extracts, structures, and visualizes data for Kibana/Elasticsearch.

[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction

Making LLM Tool-Calling Simpler.