AI-powered UI creation through natural language, with real-time previews and cross-IDE support, enabling rapid prototyping and a shared component library.

Semantic memory layer atop Qdrant enabling fast, contextual retrieval, configurable embeddings, and flexible transport endpoints for LLM workflows.

Observability and debugging for AI agents with session replays, tooling analytics, and cross-framework integrations.

Open-source integration enabling retrieval-augmented knowledge apps via API-key secured namespaces and rapid Agentset-based deployment.

Mastra MCP Docs Server offers a dedicated bridge that exposes Mastra's knowledge base to LLMs via MCP. It lets agents read documentation, discover tools, and invoke Mastra workflows directly, enabling richer, knowledge-driven interactions in development environments like Cursor, Windsurf, and Claude Code.

Type-safe GenAI agent framework with multi-model integrations, A2A/AG-UI interoperability, rich observability, streaming outputs, and durable execution.

Unified data access across diverse sources with federated querying, agents, and knowledge bases for AI-driven insights.

Dockerized, provider-agnostic LLM client with Anthropic and OpenAI support, plus LangChain integration for flexible AI workflows.

Memvid turns knowledge into MP4 with millisecond semantic search, offline-first operation, and ultra-compact memory via QR-encoded video frames.

Local, extensible AI assistant that automates end-to-end engineering tasks on your machine, from building projects to debugging and automation.

Practical tutorials, code samples, and real-world demos for LLMs, RAGs, and autonomous AI workflows.

MCP-compatible server exposing Alation context via STDIO and HTTP modes, with LangChain adapters and catalog tooling for autonomous agents.

Lightweight bridge enabling live ZenML data access and pipeline control via a standardized LLM-facing context toolkit.

Pinecone MCP server enabling semantic search, document operations, and embedding upserts for Claude Desktop.

Local image processing suite with on-device AI, offering OCR, object detection, editing, and watermarking.

A lightweight TypeScript module that queries chat messages and returns AI-generated summaries using an on-disk chat database.

Self-hosted semantic search with typo-tolerant neural search, RAG, and customizable relevance controls.

Milvus-based bridge enabling LLMs to query collections through text, vector, and hybrid search with flexible data management and multi-mode operation.

Safety-first AI agent framework with built-in RAG, memory, and scalable deployment for production-grade agents.

Self-hosted GaiaNet node with LlamaEdge, WASM runtime, Qdrant vector DB, and customizable configs for private AI agents.

Sleek AI assistant with native MCP tools, local knowledge base, multi-format document parsing, and analytics for optimized developer workflows.

Enterprise-grade AI assistant platform with MCP integration and multi-model support.

OpenAI MCP Server enables Claude to query OpenAI models directly via MCP protocol, bridging Claude with OpenAI APIs.

No-code desktop platform for rapid AI prototyping, dataset collaboration, and local model evaluation with robust tooling.