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Eidolon is an open source framework and agent server for building and deploying generative AI agent applications. It offers a pluggable SDK, declarative YAML agent definitions, and pre-built agents, and it supports adding RAG storage to applications. The server is described as a deployment server for agentic applications, and agents can be deployed to Kubernetes.
Lemonade Server is a lightweight, open-source local LLM server for running and managing multiple AI applications on a local machine. It provides a simple CLI for managing applications and supports various LLMs, and offers endpoints compatible with OpenAI, Ollama, Anthropic and others, plus a local-first API and MCP gateway.
Bokeh is a Python library for creating interactive plots, dashboards, and data applications in modern web browsers. Plots can go in Jupyter notebooks, be saved as standalone HTML, or run with live Python callbacks through the Bokeh server or embedded in an ASGI app. It includes tools for pan, zoom, hover, and selection.
Bolt.new is an AI-powered web development agent for prompting, running, editing, and deploying full-stack applications from the browser without local setup. It uses StackBlitz WebContainers to run npm tools, Node.js servers, and third-party APIs, giving AI models control over the filesystem, terminal, and package manager.
CMUSphinx is an open source speech recognition system for mobile and server applications. It supports C, C++, C#, Python, Ruby, Java and JavaScript, and Unix, Windows, iOS, Android and hardware platforms. The related PocketSphinx 5.1.0 release adds Python 3.14 support and pre-built wheels for Linux/arm64.
Composio toolkits connect AI agents to SaaS applications through MCP or direct APIs. The catalogue lists toolkits such as Gmail, Google Docs and Notion, each with supported tools and triggers. The Google Docs toolkit lets agents create, edit, search, summarize and share documents through natural language.
Hydrosphere Mist is a serverless proxy for Spark clusters. It offers a functional programming framework and deployment model for Spark applications, with a REST HTTP and messaging API for Scala and Python Spark jobs. Sessions are managed across EMR, Hortonworks, Cloudera, DC/OS and vanilla Spark clusters.
Mastra is a TypeScript AI framework for building agents and AI applications. It includes built-in memory, tool support, MCP compatibility, and observability features to support development from prototype to production. The framework also offers workflow tools, agent factory functionality, cloud deployment servers, and an agent builder for evaluation and iteration.
MLflow is an open source AI engineering platform for agents, LLMs, and ML models. It provides tools for debugging, evaluating, monitoring, and optimizing AI applications, including tracing, evaluation metrics, prompt management, an AI gateway, and an agent server. The project is released under the Apache 2.0 license.
PrivateGPT is an open-source API layer for building private AI applications on local models, following the Claude API model. It provides a messages API, file and artifact ingestion, retrieval with citations and agentic RAG, built-in and custom tools, MCP connectors, structured database and CSV access, and embeddings. It connects to any OpenAI-compatible inference server and does not run models itself.
TNN is a deep learning inference framework for mobile, desktop and server, developed by Tencent Youtu Lab and Guangying Lab. It is based on ncnn and Rapidnet and extends support to X86 and NV GPUs. The project states that it has been used in Tencent applications including Mobile QQ, Weishi and Pitu.
TrueFoundry is an enterprise AI gateway that sits between applications and LLM providers and MCP servers. It offers a unified API for accessing more than 1000 LLMs, along with routing, fallbacks, rate limiting, access control, budgets, guardrails and observability. Deployment options include SaaS, hybrid and self-hosted VPC environments.
