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Tools, libraries, services and references, each reviewed before it goes public. 6,821 resources listed.
Maestro
github.comA command-line coding agent built entirely in PHP on the Neuron AI framework, with interactive tool-call approval, multi-provider model support and Model Context Protocol integration.
Lychee
github.comA local LLM runtime and orchestration layer, positioned as a drop-in Ollama replacement, that pulls models from Hugging Face, serves them, and offers a built-in dashboard, pipelines and structured output.
LungNoduleAgent
github.comA four-stage multi-agent pipeline, presented at AAAI 2026, that classifies lung adenocarcinoma nodules from CT images and reports through nodule detection, sizing, report generation and a multi-agent clinical debate.
LLM knowledge base skills
github.comA set of agent skills that turn a directory of markdown notes into a self-updating knowledge base of tagged, backlinked notes and generated wikis, following Andrej Karpathy's llm-wiki pattern.
KV Packet
arxiv.orgA recomputation-free key-value caching library for large language models that stitches independently precomputed document caches together at serving time with cheap positional realignment instead of recomputing tokens.
Jev Recall
github.comA memory filter that judges each candidate memory against a query with one calibrated yes-or-no question, so an AI assistant retrieves memories that are actually relevant even when they are not phrased like the request.
Google Search Console (GSC) MCP Server
github.comAn MCP server that gives Claude, Cursor and other MCP clients tools for Google Search Console: search analytics, keyword rankings, URL inspection, sitemap management and indexing health.
FastMCP Rust
github.comA Rust port of the Python FastMCP framework for building Model Context Protocol servers, adding cooperative-cancellation primitives and async capability contexts on top of MCP's tool, resource and prompt abstractions.
A browser-only demo that runs Google's EmbeddingGemma model through Transformers.js to rank a set of documents against a search query by semantic similarity, with no server and no data leaving the device.
A research fork that runs a 78.62 GiB DeepSeek V4 Flash GGUF model on a Linux laptop with only 7.7 GiB of RAM and no GPU, using memory-mapped NVMe demand paging instead of loading the full model into memory.
cerebellum
james-valentine.comA personal memory system that any MCP-compatible AI tool can query through a shared PostgreSQL and pgvector store, filtering raw captured thoughts through a synthesis and review stage before anything is saved.
Brain
github.comA Rust memory database for AI agents that stores typed memories, entities, statements and relations with provenance and bi-temporal validity, and answers queries by fusing semantic, lexical, graph and temporal retrieval.
Awesome AI for 3D modeling & Robotics
frank-zy-dou.github.ioA curated, source-linked list of public examples of general AI models used for 3D modeling, industrial design, CAD and robot control, each entry naming its model and linking to the original post.
Animus
animus-docs.vercel.appA CLI that runs multiple AI coding agents as a scheduled, workflow-driven engineering team, installing a daemon and a set of provider, subject, workflow and queue plugins alongside YAML-defined workflows.
aibridge
github.comAn HTTP gateway that sits between AI clients and the Anthropic and OpenAI APIs, recording token usage, prompts and tool calls per user and optionally injecting a centrally managed set of MCP tools.
Go AI Client Library
github.comA multi-provider Go library, split into about fifty per-vendor modules, that covers chat, embeddings, image generation, speech and an agent framework with handoffs, memory and Model Context Protocol tooling.
AutoHotkey v2 MCP Server
github.comA TypeScript MCP server that gives AI assistants script analysis, file operations, documentation search and execution tools for AutoHotkey v2 development, including read-only tools that inspect the live UI Automation tree.
Agentic Commerce Skills & Plugins
github.comA collection of Claude Code plugins and skills that add expert subagents for agentic-commerce protocols such as UCP, ACP, AP2 and A2A, plus platform integrations for Magento, BigCommerce, WooCommerce and Shopify.
Course code and notebooks for two O'Reilly live training programs covering agentic RAG, MCP, multi-agent orchestration, long-term memory and evaluation of production AI systems.
a2a-wrapper
a2a-wrapper.allsrc.devA monorepo of Agent2Agent protocol wrappers that turn AI coding backends such as GitHub Copilot SDK, OpenCode, Claude Code, OpenAI Codex and Google Antigravity into standalone, spec-compliant A2A servers from a JSON configuration file.
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
openraiser.github.ioA two-stage benchmark comparing more than twenty optimizers for large language model pre-training at scale, first screening them broadly on a shared architecture and then testing the strongest ones for generalization across several model architectures.
mlx4_br
github.comA small Linux driver/module that lets an SR-IOV virtual or physical function from Mellanox CX341, or from Intel X550/X710 NICs, be added to a Linux bridge, for use on OpenWrt or Proxmox VE hosts.
gptel-autocomplete
github.comAn Emacs package that shows AI-generated code completions as inline ghost text at the cursor, built on the gptel package, with configurable context windows and an optional idle-triggered automatic mode.
A command-line tool that statically analyzes Go source code and generates an OpenAPI 3.1 spec, auto-detecting the web framework in use and following the call graph from routes to handlers to infer request and response types.