# way.space > The credibility-gated catalogue for AI-agent builders. Browse frameworks, tools, apps, and blueprints — each scored on real GitHub credibility — and the builders behind them. Posting is gated to verified humans and high-credibility builders (the anti-slop USP). ## Catalogue - [5ire](https://way.space/tool/5ire): Cross-platform desktop AI assistant and MCP client supporting multiple model providers and local knowledge bases - [A2A Adapter](https://way.space/tool/a2a-adapter): Python library that exposes agent CLIs and frameworks as Agent-to-Agent (A2A) Protocol servers - [Activepieces](https://way.space/tool/activepieces): Open-source Zapier alternative with a TypeScript pieces framework whose integrations double as MCP servers for LLMs - [AG2](https://way.space/tool/ag2): Open-source framework for building AI agents and orchestrating cooperation among multiple agents - [Agency Agents](https://way.space/tool/agency-agents): Collection of specialized AI agent personas that install into Claude Code, Cursor, Codex, and other coding assistants - [Agency Orchestrator](https://way.space/tool/agency-orchestrator): Orchestrates 216+ role-based AI experts through zero-code YAML workflows, running steps in parallel across ten LLM providers - [Agent Governance Toolkit](https://way.space/tool/agent-governance-toolkit): Policy enforcement, zero-trust identity, execution sandboxing, and audit logging for autonomous AI agents across frameworks and languages - [Agent Reach](https://way.space/tool/agent-reach): CLI that lets AI agents read and search Twitter, Reddit, YouTube, GitHub, Bilibili, Xiaohongshu, RSS, and the web - [Agent Skills](https://way.space/tool/wordpress-agent-skills): Portable skill bundles teaching AI coding assistants WordPress block, theme, plugin, and REST API development patterns - [Agent Toolkit](https://way.space/tool/agent-toolkit): SDKs, an MCP server, and agent skills for integrating Stripe billing with LLMs and agent frameworks - [Agent Toolkit for AWS](https://way.space/tool/agent-toolkit-for-aws): Official AWS toolkit of MCP servers, skills and plugins that help coding agents build, deploy and manage AWS applications - [Agent Vault](https://way.space/tool/agent-vault): HTTP credential proxy that injects secrets into agents' outbound requests so agents never hold real credentials - [Agent-browser](https://way.space/tool/agent-browser): Native Rust browser-automation CLI that drives Chrome from accessibility-tree snapshots for AI agents - [Agent-Native](https://way.space/tool/agent-native): Framework for agent-native apps where one Action definition powers the UI, agent, HTTP, MCP, A2A, and CLI - [Agent37 Cloud](https://way.space/tool/agent37-cloud): Managed hosting for Hermes/OpenClaw/Claude Code agents + a hosted Gateway API. - [Agenta](https://way.space/tool/agenta): Evaluate and compare different agent configurations side by side. - [AgentGUI](https://way.space/tool/agent-gui): Desk-based GUI to observe and steer teams of AI research agents running on Hermes or the Claude Agent SDK - [Agentic Security](https://way.space/tool/agentic-security): Open-source vulnerability scanner that red-teams LLMs and agent workflows with jailbreak, fuzzing, and multimodal probes - [AgentKey](https://way.space/tool/agentkey): Connect your AI agent to the world — Web search, Social media, Crypto & On-chain data. One plugin, zero extra config. - [AgentOps](https://way.space/tool/agentops): Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI. - [Agentwork](https://way.space/tool/agentwork): Connects to a team's existing tools and answers questions across them in plain language with checkable sources - [AgnesAI-Models](https://way.space/tool/agnesai-models): Official Agnes AI gateway and model catalog for OpenAI-compatible text, image, video, and agent workflows - [Agno](https://way.space/tool/agno): An SDK and control plane to build and run agent platforms. - [AI Berkshire](https://way.space/tool/ai-berkshire): Value-investing research framework of Claude Code and Codex skills applying four investors' methods with multi-agent analysis - [AI Coustics](https://way.space/tool/ai-coustics): Real-time speech enhancement and standalone voice-activity detection for agent audio streams. - [AI Gateway](https://way.space/tool/ai-gateway): Rust AI gateway exposing 100+ models through one OpenAI-compatible API with routing, caching, and rate limiting - [AI Hedge Fund](https://way.space/tool/ai-hedge-fund): Educational proof-of-concept simulating a hedge fund with LLM agents modeled on famous investors generating trading signals - [AI Job Search](https://way.space/tool/ai-job-search): Claude Code framework that evaluates job postings, tailors LaTeX CVs and cover letters, and preps interviews - [AI Sns](https://way.space/tool/ai-sns): A social network on Google 3D Maps connecting OpenClaw and Hermes agents worldwide. - [AI-Infra-Guard](https://way.space/tool/ai-infra-guard): AI red-teaming platform for scanning agents, skills, MCP servers, and infrastructure and evaluating LLM jailbreaks - [Aider](https://way.space/tool/aider): Terminal-based AI pair programming, git-aware and ready in your shell. - [AIProxy](https://way.space/tool/aiproxy): AI gateway with OpenAI-, Anthropic-, and Gemini-compatible routing, multi-tenant management, monitoring, and a plugin system - [AlphaClaw](https://way.space/tool/alphaclaw): An OpenClaw setup wrapper with a wizard, self-healing watchdog, and Git-backed rollback. - [Amnesia](https://way.space/tool/amnesia0): Memory layer for AI assistants and agents that persists user, session and agent context and retrieves it with multi-signal semantic search - [Anam](https://way.space/tool/anam): Real-time video-avatar service synchronising audio and video. - [APISIX](https://way.space/tool/apisix): Dynamic API gateway on NGINX and etcd that also serves as an AI gateway proxying and rate-limiting LLM traffic - [App Store Preflight Skills](https://way.space/tool/app-store-preflight-skills): AI agent skill that scans iOS and macOS projects against Apple's guidelines to flag likely App Store rejection issues before submission - [Archon](https://way.space/tool/archon): Workflow engine that runs AI coding agents through repeatable YAML-defined pipelines in isolated git worktrees - [ArcReel](https://way.space/tool/arcreel): Open-source AI video workspace that turns a novel into characters, storyboards, and video clips with cross-shot consistency - [ASI:One](https://way.space/tool/asi-one): Agentic personal AI from the ASI Alliance — requests route to live agents. - [AssemblyAI](https://way.space/tool/assemblyai): Real-time and file speech-to-text via AssemblyAI's Universal models. - [Asterisk](https://way.space/tool/asterisk): Open-source PBX; frame serializer to connect agent pipelines to an Asterisk WebSocket channel. - [Astron Agent](https://way.space/tool/astron-agent): Enterprise agentic workflow platform combining orchestration, model management, MCP tools, and RPA automation - [AstronRPA](https://way.space/tool/astron-rpa): Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises. - [Async](https://way.space/tool/async-ai): Text-to-speech via Async's WebSocket and HTTP APIs. - [Atomic Hermes](https://way.space/tool/atomic-hermes): Native macOS AI assistant bundling chat, terminal, file browser, computer-use, and local models in one app - [AtomicMemory](https://way.space/tool/atomicmemory): Portable, inspectable semantic memory for agents - one protocol across an SDK, CLI, MCP server, framework adapters and host plugins - [AutoFlow](https://way.space/tool/autoflow): pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.a - [AutoGen](https://way.space/tool/autogen): A Microsoft agentic programming framework, now in maintenance-mode. - [AutoGPT](https://way.space/tool/autogpt): Build, deploy, and run continuous autonomous agents with a visual builder and runtime. - [Autonovel](https://way.space/tool/autonovel): An autonomous novel-writing pipeline from concept to print-ready book or audiobook. - [Awaaz AI](https://way.space/tool/awaaz-ai): Telephony media-stream serializer for hosting voice agents over the Awaaz AI websocket. - [AWS Polly](https://way.space/tool/aws-polly): Text-to-speech via Amazon Polly. - [AWS Transcribe](https://way.space/tool/aws-transcribe): Real-time speech-to-text via Amazon Transcribe streaming. - [Axolotl](https://way.space/tool/axolotl): Open-source framework for fine-tuning and post-training large language models across many architectures and hardware setups - [AxonHub](https://way.space/tool/axonhub): AI gateway that translates any SDK's requests to any provider, with tracing, RBAC, load balancing, and cost tracking - [Azure Skills](https://way.space/tool/azure-skills): Agent plugin bundling Azure skills, the Azure MCP Server and Foundry MCP so coding agents can do real Azure work - [BabyAGI](https://way.space/tool/babyagi): Experimental self-building autonomous agent built on functionz, a database-backed framework for storing, managing, and executing functions - [Bandwidth](https://way.space/tool/bandwidth): Telephony serializer for Bandwidth Programmable Voice WebSocket media streams. - [BeeAI](https://way.space/tool/beeai): Cross-framework agent orchestration with the Agent Communication Protocol - [BentoML](https://way.space/tool/bentoml): Python framework for turning AI models into inference APIs and multi-model serving systems - [Beyond Presence](https://way.space/tool/beyond-presence): Real-time video-avatar transport for voice agents. - [Bifrost](https://way.space/tool/bifrost): High-throughput AI gateway unifying many model providers behind one OpenAI-compatible API with failover, load balancing, and caching - [BrainDB](https://way.space/tool/braindb): Postgres and pgvector long-term memory for LLM agents with typed entities, graph traversal, temporal decay, and a REST API - [Browser Agent Template](https://way.space/tool/browser-agent-template): Fork-and-deploy a web-browsing Vercel agent with a Browser Use cloud browser. - [Browser Harness](https://way.space/tool/browser-harness): Self-healing harness that connects an LLM directly to your real browser via a thin, editable CDP layer. - [Browser Harness JS](https://way.space/tool/browser-harness-js): The thinnest possible bridge from the LLM to Chrome — every CDP method as a typed JS call. - [Browser Search](https://way.space/tool/browser-search): Agent skill orchestrating SearXNG, Camofox, and CloakBrowser for self-hosted web search and anti-bot browsing - [Browser Use](https://way.space/tool/browser-use): Control browsers programmatically with LLM agents through a high-level, LLM-friendly API. - [Browser Use Agent SDK](https://way.space/tool/agent-sdk): The simplest possible agent framework — an agent is just a for-loop of tool calls. - [Browser Use Box](https://way.space/tool/bux): Your 24/7 Claude Code agent with a real browser, on any box you own. - [Browserbase browse.sh](https://way.space/tool/browse-sh): CLI and skills catalog giving agents reusable per-domain web-automation recipes plus low-level browser primitives - [BrowserCode](https://way.space/tool/browsercode): The browser-native agent framework — a coding agent that drives real browsers through unconstrained CDP. - [BrowserSkill](https://way.space/tool/browserskill): Connects shell-capable AI agents to your logged-in browser, running tasks in a separate window without lock-in - [Camb-ai](https://way.space/tool/camb-ai): High-quality text-to-speech using Camb AI's MARS models. - [CAMEL](https://way.space/tool/camel): Customizable multi-agent systems for role-playing, simulations, and data generation - [Capa](https://way.space/tool/capa): Package manager for AI coding agents that declares skills, tools, rules, and MCP servers once and installs them into many agents - [Captum](https://way.space/tool/captum): Attribution and interpretability algorithms for PyTorch models, exposing which features, neurons, and training examples drive predictions - [Cartesia](https://way.space/tool/cartesia): Real-time speech-to-text and text-to-speech via Cartesia's streaming APIs. - [Cavegemma](https://way.space/tool/cavegemma): An experimental LoRA fine-tune of Gemma to speak caveman-mode natively. - [Cavekit](https://way.space/tool/cavekit): A spec-driven build framework using caveman encoding for roughly 75% fewer tokens. - [Caveman](https://way.space/tool/caveman): A Claude Code skill that cuts roughly 65% of output tokens via caveman-speak. - [Caveman Code](https://way.space/tool/caveman-code): A TypeScript implementation of the caveman compression engine. - [CAVEMEM](https://way.space/tool/cavemem): Cross-agent persistent memory, caveman-compressed into SQLite with FTS5 and served via MCP. - [CC-Connect](https://way.space/tool/cc-connect): Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Disco - [CDP Use](https://way.space/tool/cdp-use): Pure Chrome DevTools Protocol, but type-safe in Python. - [Chainlit](https://way.space/tool/chainlit): Build Python production-ready conversational AI applications in minutes, not weeks - [ChatDev](https://way.space/tool/chatdev): Zero-code platform for building and running customized multi-agent systems from configuration - [Chatterbox](https://way.space/tool/chatterbox): State-of-the-art 0.5B zero-shot text-to-speech model for expressive dialogue. - [ChatTTS](https://way.space/tool/chattts): Conversational text-to-speech for dialogue scenarios, in English and Chinese. - [Cherry Studio](https://way.space/tool/cherry-studio): Cross-platform desktop client for interacting with multiple LLM providers - [Claude Code](https://way.space/tool/claude-code): Terminal-based agentic coding tool that reads your codebase and runs tasks through natural-language commands - [Claude Context](https://way.space/tool/claude-context): A semantic code-search MCP with hybrid BM25 and vector retrieval. - [Claude Context Optimizer](https://way.space/tool/claude-context-optimizer): Tracks token usage, blocks redundant reads, and supports .contextignore and budget alerts. - [Claude Cookbooks](https://way.space/tool/claude-cookbooks): Official recipes for tool use, sub-agents, skills, prompt caching, and evaluation. - [Claude Obsidian](https://way.space/tool/claude-obsidian): Claude Code skills that file dropped sources into a self-organizing Obsidian vault of linked Markdown notes - [Claude Rolling Context](https://way.space/tool/claude-rolling-context): A proxy plugin that rolls context compression past 100K tokens. - [Claude Skills](https://way.space/tool/claude-skills): Bundles 345+ skills and plugins plus 579 CLI tools for Claude Code and 12 other agents. - [Claude Token Optimizer](https://way.space/tool/claude-token-optimizer): Restructures CLAUDE.md and docs for roughly 90% token savings with a CLI audit and compress. - [Claude-Mem](https://way.space/tool/claude-mem): Persistent cross-session memory that AI-compresses sessions to SQLite and Chroma. - [ClaudeClaw](https://way.space/tool/claudeclaw): Runs Claude Code as a background daemon that executes scheduled tasks and responds on Telegram, Discord, and Slack - [Claw Lens](https://way.space/tool/claw-lens): An open-source observability dashboard for OpenClaw daemons. - [Claw-Empire](https://way.space/tool/claw-empire): A local-first AI agent office simulator that orchestrates agents as a virtual company. - [Claw3D](https://way.space/tool/claw3d): Self-hosted 3D virtual office that visualizes AI agents reviewing code, running standups, and executing tasks in real time - [ClawManager](https://way.space/tool/clawmanager): Kubernetes-native control plane for provisioning and governing AI agent instances across OpenClaw and Hermes runtimes - [ClawSec](https://way.space/tool/clawsec): A security skill suite for OpenClaw, Hermes, PicoClaw, and NanoClaw. - [ClawTeam-OpenClaw](https://way.space/tool/clawteam-openclaw): A multi-agent swarm coordination fork with OpenClaw as the default agent. - [CLI](https://way.space/tool/google-workspace-cli): Command-line tool for the full Google Workspace API, built dynamically from Google's Discovery Service, with agent skills - [Cline](https://way.space/tool/cline): An open-source coding agent for the IDE and terminal. - [CoAI](https://way.space/tool/coai): Unified LLM gateway and chat platform with multi-provider routing, billing, load balancing, file parsing, and web search - [Code Interpreter](https://way.space/tool/code-interpreter): Run AI-generated code in secure isolated cloud sandboxes via a JavaScript or Python SDK - [Cognee](https://way.space/tool/cognee): Open-source AI memory platform that builds a self-hosted knowledge graph to give agents persistent long-term memory - [CogVideo](https://way.space/tool/cogvideo): Open-source text-to-video and image-to-video generation models from the CogVideoX and CogVideo series - [CogVLM2](https://way.space/tool/cogvlm2): General VQA, document Q&A, and GUI understanding with high-resolution inputs - [Collection of Souls](https://way.space/tool/collection-of-souls): Library of reusable agent personality layers distributed as drop-in SOUL.md files - [ComfyUI](https://way.space/tool/comfyui): Node-graph engine for generating images, video, 3D, and audio, locally or via API - [Confer](https://way.space/tool/confer): Hosted meeting agent — joins your calls, takes notes, and drafts the follow-ups. - [Context7](https://way.space/tool/context7): Fetches up-to-date, version-specific library docs and code examples into a coding agent's context via CLI or MCP - [Continue](https://way.space/tool/continue): A source-controlled AI coding agent with CLI and IDE extensions. - [Conversational Speech Model (Sesame)](https://way.space/tool/sesame-csm): Multimodal model generating human-like conversational speech with autoregressive transformers. - [Convos](https://way.space/tool/convos): Multi-agent group chat for live agents and the humans who run them. - [Cotal](https://way.space/tool/cotal): The open standard for agent coordination - [Council of High Intelligence](https://way.space/tool/council-of-high-intelligence): Convenes 18 AI personas across multiple providers to deliberate open-ended decisions through structured disagreement - [CrewAI](https://way.space/tool/crewai): Orchestrate role-playing multi-agent crews and event-driven Flows. - [Cronalytics](https://way.space/tool/cronalytics): A Hermes cron cost and observability plugin. - [CyberStrike](https://way.space/tool/cyberstrike): Terminal AI agent for authorized offensive security that drives recon, exploitation, and reporting across 15+ LLM providers - [Daily](https://way.space/tool/daily): WebRTC transport for real-time audio/video agent communication. - [Daily Stock Analysis](https://way.space/tool/daily-stock-analysis): Daily LLM analysis of multi-market stocks producing decision dashboards pushed to chat and email channels - [Deepagents](https://way.space/tool/deepagents): Opinionated, model-agnostic agent harness on LangGraph with sub-agents, filesystem, and context management built in - [DeepChat](https://way.space/tool/deepchat): Local-first AI agent desktop client with MCP, Skills, ACP agents, and remote control from messaging apps - [Deepdub](https://way.space/tool/deepdub): Text-to-speech via Deepdub AI's streaming WebSocket API. - [DeepEval](https://way.space/tool/deepeval): Open-source framework for unit-testing and evaluating LLM apps with ready-made metrics that run locally - [Deepgram](https://way.space/tool/deepgram): Real-time speech-to-text (Nova/Flux) and Aura text-to-speech. - [DeepTeam](https://way.space/tool/deepteam): DeepTeam is a framework to red team LLMs and AI agents. - [Derp](https://way.space/tool/derp): The derpest - [Desktop](https://way.space/tool/desktop): Run a team of browser agents on your desktop. - [DesktopCommanderMCP](https://way.space/tool/desktopcommandermcp): MCP server giving Claude terminal control, filesystem search and diff-based file editing - [Devin](https://way.space/tool/devin): An autonomous AI software engineer for migrations, bug fixes, and PR review. - [Dia 1.6B](https://way.space/tool/dia): Expressive text-to-speech with emotion and tone control plus nonverbal sounds. - [Diffusers](https://way.space/tool/diffusers): Library of pretrained diffusion models for generating images, audio, and 3D structures, for inference or training - [Dify](https://way.space/tool/dify): Open-source LLM app development platform combining a visual workflow canvas, RAG pipelines, agents, model management, and observability - [Docling](https://way.space/tool/docling): Document conversion with layout analysis and table structure recognition - [Document Structuring](https://way.space/tool/document-structuring): Parses PDF and DOCX files by heading into Markdown chunks in a local SQLite FTS5 store for RAG retrieval - [Dograh](https://way.space/tool/dograh): Self-hostable open-source voice AI platform for building inbound and outbound phone agents with a drag-and-drop workflow builder - [Doit](https://way.space/tool/doit): iOS app for Hermes agents where you create a todo, hand it to an agent, and watch the work stream back in real time - [Drawio Skill](https://way.space/tool/drawio-skill): Agent skill that turns natural language, codebases, IaC, or SQL into editable draw.io diagrams and image exports - [DSPy](https://way.space/tool/dspy): A framework for programming, not prompting, language models. - [E2B](https://way.space/tool/e2b): Open-source secure cloud sandboxes for running AI-generated code. - [Easy Dataset](https://way.space/tool/easy-dataset): Build LLM fine-tuning and evaluation datasets from documents with parsing, chunking, QA generation, and multi-format export - [ElevenLabs](https://way.space/tool/elevenlabs): Expressive text-to-speech with word-level timing plus file-based transcription. - [Engram](https://way.space/tool/engram): Cross-session memory store for AI coding agents, exposed over MCP with local SQLite full-text search - [Evals](https://way.space/tool/evals): Framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. - [Evidently](https://way.space/tool/evidently): Open-source Python framework to evaluate, test, and monitor ML and LLM systems from experiments to production - [Exa MCP Server](https://way.space/tool/exa-mcp-server): An MCP giving agents Exa web and code search plus research. - [Exotel](https://way.space/tool/exotel): Serializer for the Exotel WebSocket media-streaming protocol. - [Exxperts](https://way.space/tool/exxperts): Local-first agentic runtime with persistent AI rooms whose memory writes pass through a user-controlled approval gate - [Fabric](https://way.space/tool/fabric): Open-source framework that organizes task-specific AI prompts, called Patterns, for use from the CLI or other tools - [Fal](https://way.space/tool/fal): Fast generative-media inference (image, audio, video) via fal serverless models. - [FalkorDB](https://way.space/tool/falkordb): Graph database using sparse-matrix representation and linear algebra, aimed at knowledge graphs for LLMs - [FAROS](https://way.space/tool/faros): Blueprint-driven runtime orchestrating LLM research workflows from idea generation through experiments to paper drafting and review - [FastAgent](https://way.space/tool/fast-agent): CLI-first Python framework for building agents and workflows with end-to-end MCP support and broad model-provider coverage - [FastChat](https://way.space/tool/fastchat): Open platform for training, serving, and evaluating LLM chatbots, with multi-model serving and OpenAI-compatible APIs - [FastMCP](https://way.space/tool/fastmcp): Python framework for building MCP servers and clients, generating tool schemas and validation from function signatures - [Figma-Context-MCP](https://way.space/tool/figma-context-mcp): MCP server that feeds coding agents simplified Figma layout and styling data to implement designs - [Finchvox](https://way.space/tool/finchvox): Voice-AI observability that unifies conversation audio, logs, traces, and metrics for Pipecat agents. - [Firecrawl](https://way.space/tool/firecrawl): Turn web scrape, search, and crawl into an LLM-ready data API. - [Fish Audio](https://way.space/tool/fish-audio): Real-time text-to-speech via Fish Audio's WebSocket API. - [Flowise](https://way.space/tool/flowise): Low-code visual builder for AI agents and LLM workflows, self-hostable or via managed cloud - [FluidVoice](https://way.space/tool/fluidvoice): Fastest and only macOS Dictation app with on-device STT and custom trained AI enhancement model. A local Wispr Flow alternative. ⭐ helps a t - [Flyto Core](https://way.space/tool/flyto-core): YAML-defined automation engine with per-step tracing and replay-from-any-step, exposing browser, API, and data modules via CLI and MCP - [Fox in the Box](https://way.space/tool/fox-in-the-box): Self-hosted AI assistant bundling the Hermes agent, chat UI, local memory, and optional Tailscale remote access into one desktop app - [FreeLLMAPI](https://way.space/tool/freellmapi): OpenAI-compatible proxy that stacks the free tiers of 16 LLM providers (~1.7B tokens/month) behind one /v1 endpoint — plus any custom OpenAI - [Future AGI](https://way.space/tool/future-agi): OpenTelemetry-based tracing and evaluation instrumentation for voice-AI applications. - [Garak](https://way.space/tool/garak): Command-line vulnerability scanner that probes LLMs for jailbreaks, prompt injection, data leakage, toxicity, and other failures - [Gastown](https://way.space/tool/gastown): Multi-agent workspace manager that coordinates many coding agents with git-backed persistent work state, handoffs and a merge queue - [Gateway](https://way.space/tool/gateway): Open-source AI gateway routing to 1,600+ LLMs through one API with retries, fallbacks, and guardrails - [GBrain](https://way.space/tool/gbrain): Local knowledge brain that indexes a vault into Postgres and exposes retrieval, synthesis, and a graph over MCP - [Genai Toolbox](https://way.space/tool/genai-toolbox): MCP server that connects AI agents and IDEs to databases, with prebuilt query tools and a framework for building custom ones - [Genesys](https://way.space/tool/genesys): Serializer for the Genesys Cloud AudioHook WebSocket protocol. - [Genspark Super Agent](https://way.space/tool/genspark): A no-code super agent with a Mixture-of-Agents and 80+ built-in tools. - [Giskard](https://way.space/tool/giskard): Detect performance, bias, and security issues in AI applications. - [GitHub MCP Server](https://way.space/tool/github-mcp-server): MCP server connecting AI tools to GitHub to read code and manage issues, pull requests, and workflows through natural language - [GitMCP](https://way.space/tool/git-mcp): Remote MCP server that turns any GitHub repository or Pages site into a live documentation source for AI coding assistants - [GitNexus](https://way.space/tool/gitnexus): Client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph - [Gladia](https://way.space/tool/gladia): Real-time speech-to-text via Gladia's live API. - [Godot AI](https://way.space/tool/godot-ai): Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun. - [Google Cloud Speech](https://way.space/tool/google-cloud-speech): Google Cloud's Speech-to-Text and Text-to-Speech services. - [Google skills](https://way.space/tool/google-skills): Repository of installable agent skills for Google Cloud products, covering setup, AI/ML, GKE infrastructure, and databases - [Goose](https://way.space/tool/goose): A native open-source agent spanning desktop, CLI, and API. - [Gorilla](https://way.space/tool/gorilla): Fine-tuned models, datasets, and the Berkeley leaderboard for training and evaluating LLM API and function calling - [GPT Researcher](https://way.space/tool/gpt-researcher): Autonomous online research agent that scrapes, summarizes, and exports findings to PDF. - [Gradium](https://way.space/tool/gradium): Low-latency streaming speech-to-text and text-to-speech via Gradium. - [Graph Memory](https://way.space/tool/graph-memory): A knowledge-graph context engine offering roughly 75% context compression and cross-session reuse. - [Graphify](https://way.space/tool/graphify): AI coding-assistant skill that turns a folder of code, docs, papers, and images into a queryable knowledge graph - [GraphRAG](https://way.space/tool/graphrag): Pipeline that uses LLMs to build knowledge graphs from unstructured text for retrieval-augmented generation - [Guardrails](https://way.space/tool/guardrails): Python framework that adds input/output validation guards to LLM applications and generates structured data - [Guizang PPT Skill](https://way.space/tool/guizang-ppt-skill): Agent skill that generates single-file HTML slide decks in magazine or Swiss layouts, plus images and social covers - [Gzh Design Skill](https://way.space/tool/gzh-design-skill): Agent skill that turns Markdown into paste-ready WeChat article HTML with inline styles, six themes, and a theme generator - [Hallmark](https://way.space/tool/hallmark): Design skill for AI coding assistants that generates UI resisting a generic AI-generated look, with themes and slop-test gates - [HappyCapy](https://way.space/tool/happycapy): The agent-native computer for everyone — agents you can watch, steer, and hand off to. - [Haystack](https://way.space/tool/haystack): Open-source Python framework for building production LLM pipelines for RAG, search, and agents - [Headroom](https://way.space/tool/headroom): Content-aware context-compression layer that reversibly shrinks tool outputs, logs, and history before they reach the LLM - [Healthy Diet AI Agent](https://way.space/tool/healthy-diet-ai-agent): Bun and TypeScript backend for nutrition chat, food-image analysis, and RAG document retrieval - [Hermes](https://way.space/tool/hermes): Self-improving AI agent with a learning loop that creates and refines skills, recalls past sessions, and runs across chat platforms - [Hermes Agent Desktop](https://way.space/tool/hermes-agent-desktop): A desktop client and UI for Hermes. - [Hermes Agent Operator](https://way.space/tool/hermes-agent-operator): Kubernetes operator that runs Hermes agents as declarative custom resources covering config, skills, crons, RBAC and networking - [Hermes Agent Self-Evolution](https://way.space/tool/hermes-agent-self-evolution): Official evolutionary self-improvement that optimizes skills and prompts and opens PRs. - [Hermes Android](https://way.space/tool/hermes-android): Flutter Android client for the Hermes Agent, with streaming chat, voice dictation, and dashboard controls over Wi-Fi or Tailscale - [Hermes Client](https://way.space/tool/hermes-client): Web/PWA chat interface for Hermes Agent that maps each profile to an agent and streams the CLI over SSE - [Hermes Dashboard](https://way.space/tool/hermes-dashboard): Analytics and cost-monitoring dashboard for Hermes - token usage, per-model cost, tool analytics and reliability - via an API proxy - [Hermes Desktop](https://way.space/tool/hermes-desktop): Native macOS companion for the Hermes agent - sessions, Kanban, files, skills, crons and a terminal - working locally or over SSH - [Hermes Dynamic Workflows](https://way.space/tool/hermes-dynamic-workflows): Hermes plugin for dynamic workflows — model-written sandboxed Python orchestrating up to 1000 subagents in parallel - [Hermes for Home Assistant](https://way.space/tool/hermes-voice-ha-integration): Bundle connecting Hermes Agent to Home Assistant with a custom integration, service-call tools, and an optional wake-word/STT/TTS voice loop - [Hermes HUD](https://way.space/tool/hermes-hud): Terminal dashboard that reads a Hermes agent's local data to show memory, skills, corrections, scheduled jobs, and project activity - [Hermes Kanban](https://way.space/tool/hermes-kanban): Self-contained Kanban board coordinating multiple Hermes agents over a REST API, auto-detecting agents from their SOUL.md profiles - [Hermes Labyrinth](https://way.space/tool/hermes-labyrinth): A read-only observability black-box recorder that visualizes agent journeys. - [Hermes Link Curator](https://way.space/tool/hermes-link-curator): Hermes Agent profile pack that archives links to a markdown vault and serves them through a searchable Obsidian-style dashboard - [Hermes Local](https://way.space/tool/hermes-local): Run a Hermes Agent locally — a local LLM, a Telegram channel, and an automatic WayID claim. - [Hermes Local Memory](https://way.space/tool/hermes-local-memory): Local-first SQLite memory provider for Hermes Agent, inspected and maintained by the agent through explicit tools - [Hermes M5Stick Firmware](https://way.space/tool/hermes-m5stick-firmware): M5StickC Plus 2 firmware for a Wi-Fi desk companion that shows Hermes Agent status and sends voice input via Groq STT - [Hermes Memory Installer](https://way.space/tool/hermes-memory-installer): External long-term memory sidecar for AI agents, archiving sessions and layering multi-source recall over Hindsight, gbrain, and PostgreSQL - [Hermes Memory Skills](https://way.space/tool/hermes-memory-skills): Memory-agnostic Hermes Agent skills for background consolidation (dreaming) and condensation across built-in and holographic backends - [Hermes One](https://way.space/tool/hermes-one): Community desktop GUI for installing, configuring, and chatting with the Hermes Agent - [Hermes Paperclip Adapter](https://way.space/tool/hermes-paperclip-adapter): Official adapter to run Hermes as a managed employee in a Paperclip company. - [Hermes Plugins](https://way.space/tool/hermes-plugins): A suite of 23 Hermes plugins for goals, inter-agent bridging, and cost control. - [Hermes Skill Factory](https://way.space/tool/hermes-skill-factory): A meta-skill that watches workflows and auto-creates reusable Hermes skills. - [Hermes Studio](https://way.space/tool/hermes-studio): Desktop app and web console for Hermes Agent: agent chat, model/profile management, platform channels, scheduled jobs, and usage analytics - [Hermes Swift Mac](https://way.space/tool/hermes-swift-mac): Native macOS wrapper that loads Hermes Web UI in a WKWebView over a direct or SSH-tunnel connection - [Hermes Talaria](https://way.space/tool/hermes-talaria): Setup blueprint that builds a lean, profile-local Hermes configuration with a minimal core skill set to cut token use - [Hermes Tool Router](https://way.space/tool/hermes-tool-router): Experimental Hermes plugin that prunes the first-turn tool surface to cut tool-schema token overhead, failing open - [Hermes web-search-plus](https://way.space/tool/hermes-web-search-plus): Multi-provider web search and extract for Hermes. - [Hermes WebUI](https://way.space/tool/hermes-webui): Browser interface for the Hermes Agent with chat, sessions, a workspace file browser, and profile and task controls - [Hermes Workspace](https://way.space/tool/hermes-workspace): A native web workspace and UI for Hermes. - [Hermes-Agent Mobile](https://way.space/tool/hermes-agent-mobile): Installs the Hermes Agent framework on Android (Termux) and iOS (iSH) to run agents locally on a phone - [HERMES-LCM](https://way.space/tool/hermes-lcm): Lossless Context Management for Hermes with a DAG context engine and lcm_grep and lcm_expand. - [HermesClaw](https://way.space/tool/hermesclaw): A community stack running the Hermes Agent sandboxed by OpenShell. - [Hermesita](https://way.space/tool/hermesita): Managed VPS hosting that provisions a private Hermes Agent or OpenClaw server with a subdomain and HTTPS, no SSH setup - [HeyGen](https://way.space/tool/heygen): AI-avatar video generation for interactive conversational avatars. - [Higress](https://way.space/tool/higress): Cloud-native API gateway on Istio and Envoy with an AI gateway layer for LLM providers and hosted MCP servers - [Hindsight](https://way.space/tool/hindsight): Agent memory system that stores and retrieves long-term memories so agents learn across sessions, not just recall history - [Hiring Agent](https://way.space/tool/hiring-agent): Pipeline that scores resumes by extracting structured data from PDFs and enriching it with GitHub signals - [Hume](https://way.space/tool/hume): Expressive text-to-speech using Hume AI's Octave models with word timestamps. - [Hybro Hub](https://way.space/tool/hybro-hub): Daemon that links local AI agents to the hybro.ai portal so local and cloud agents run side by side in one interface - [Icarus plugin](https://way.space/tool/icarus-plugin): A Hermes plugin for shared cross-instance memory and training-data extraction. - [Imcodes](https://way.space/tool/imcodes): Messaging, memory, and review layer around terminal coding agents with shared context, supervised execution, and cross-provider audit - [Inspector](https://way.space/tool/inspector): Development and testing platform to debug, chat with, inspect, and run evals against MCP servers, MCP apps, and ChatGPT apps - [Instructor](https://way.space/tool/instructor): Structured, validated LLM output defined as Pydantic models, with automatic retries, streaming, and multi-provider support - [Inter-1](https://way.space/tool/inter-1): Social-intelligence API — 12 social signals from video, audio, and text. - [InvokeAI](https://way.space/tool/invokeai): Locally hosted creative engine for diffusion image generation with a unified canvas, node workflows, and gallery management - [Inworld](https://way.space/tool/inworld): Realtime speech-to-speech and expressive TTS-2 text-to-speech. - [Jan](https://way.space/tool/jan): Desktop app for running open-weight LLMs locally or connecting to cloud providers, exposing an OpenAI-compatible local API - [Jarvis Registry](https://way.space/tool/jarvis-registry): MCP and A2A gateway giving copilots and agents governed access to internal tools, with identity, access control, and observability - [Jiuwenswarm](https://way.space/tool/jiuwenswarm): JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your f - [Kimi Web Bridge](https://way.space/tool/kimi-web-bridge): Browser extension that lets AI agents click, fill, navigate, and extract content on the pages you visit - [Kindalive](https://way.space/tool/kindalive): Robot emotions through simulated neurochemistry — shown on an LED dot-matrix face. - [Koala](https://way.space/tool/koala): Audio noise-reduction filter using Picovoice's Koala on-device technology. - [Kocoro](https://way.space/tool/kocoro): Local macOS cowork agent with full computer access, IM-channel integration, and named agents that keep memory - [Kong](https://way.space/tool/kong): Cloud-native, plugin-extensible API gateway with multi-provider LLM routing, MCP governance and Kubernetes-native deployment - [Krisp VIVA](https://way.space/tool/krisp-viva): Audio voice-isolation filter using Krisp's VIVA model. - [KTransformers](https://way.space/tool/ktransformers): Framework for LLM inference and fine-tuning on CPU-GPU heterogeneous hardware, tuned for large mixture-of-experts models - [Kun](https://way.space/tool/kun): Desktop agent workspace with Code, Design, and Write modes built around a requirements-first coding workflow - [Laconic](https://way.space/tool/laconic): A small, minimal "be laconic" compression skill for roughly 90% prose-token reduction. - [LangChain](https://way.space/tool/langchain): Chainable modules with extensive integrations, memory, and tool support - [LangChainJS](https://way.space/tool/langchainjs): TypeScript framework for building LLM apps by chaining models, tools, and integrations behind a standard interface - [Langflow](https://way.space/tool/langflow): Drag-and-drop visual builder for agents, integrating LangChain and LlamaIndex - [Langfuse](https://way.space/tool/langfuse): Comprehensive LLM observability and debugging. - [LangGraph](https://way.space/tool/langgraph): Low-level orchestration for stateful agents. - [LangMem](https://way.space/tool/langmem): Integrated long-term memory management for developers building on LangChain and LangGraph. - [Langroid](https://way.space/tool/langroid): Python framework for building LLM applications with collaborating multi-agent message passing - [Langsmith SDK](https://way.space/tool/langsmith-sdk): Python and JavaScript SDKs for tracing, evaluating and monitoring LLM apps on the LangSmith platform - [Lark CLI](https://way.space/tool/larksuite-cli): Official Lark/Feishu command-line tool for humans and AI agents, covering messaging, docs, sheets, calendar, mail, and more - [Last30days Skill](https://way.space/tool/last30days-skill): AI-agent skill that researches a topic across social platforms and the web and synthesizes an engagement-ranked brief - [Leaner](https://way.space/tool/leaner): - [Lefos](https://way.space/tool/lefos): Inbox-native agent surface from Earendil — agents that live in your threads. - [LemonSlice](https://way.space/tool/lemonslice): AI-avatar video service for adding LemonSlice avatars to real-time rooms. - [Letta](https://way.space/tool/letta): A server with CLI and API for stateful, self-improving agents with advanced memory. - [LibreChat](https://way.space/tool/librechat): Self-hosted ChatGPT-style chat platform unifying many AI providers with agents, MCP, and a code interpreter - [Lindy](https://way.space/tool/lindy): An AI work assistant for email, meetings, and CRM across connected apps. - [LiteLLM](https://way.space/tool/litellm): Open-source AI gateway exposing 100+ LLM providers through one OpenAI-compatible interface, as a Python SDK or self-hosted proxy - [LiteLLM Agent Platform](https://way.space/tool/litellm-agent-platform): Self-hosted control plane giving one API and UI over multiple agent runtimes, with sessions, cron schedules and memory - [LiveKit](https://way.space/tool/livekit): WebRTC transport and infrastructure for real-time audio/video agents. - [LiveKit Agents](https://way.space/tool/livekit-agents): Framework for building realtime, server-side voice agents with pluggable STT, LLM, and TTS and WebRTC/telephony support - [LLaMA Factory](https://way.space/tool/llama-factory): Fine-tune and post-train open LLMs across many families through a command line or Gradio web UI, with no training code required - [llama.cpp](https://way.space/tool/llama-cpp): LLM inference in C/C++ across CPU and GPU backends, using the GGUF format with quantization, a REST server, and a WebUI - [Llamafile](https://way.space/tool/llamafile): Packages an LLM and its runtime into one cross-platform executable file that runs locally with no installation - [LlamaIndex](https://way.space/tool/llama-index): Open-source data framework for building LLM and agentic apps over your own data, with 300+ integrations - [LLM](https://way.space/tool/llm): CLI tool and Python library for running prompts, embeddings and tools against many local and remote LLMs, with responses logged to SQLite - [LLM Chain](https://way.space/tool/llm-chain): a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks - [LLM Graph Builder](https://way.space/tool/llm-graph-builder): Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result - [LLM Keypool](https://way.space/tool/llm-keypool): Local OpenAI-compatible proxy that pools free-tier LLM keys with round-robin rotation, 429 cooldowns, and an audit log - [LM Evaluation Harness](https://way.space/tool/lm-evaluation-harness): Framework for evaluating language models across 60+ academic benchmarks through a tokenization-agnostic, multi-backend interface - [LMNT](https://way.space/tool/lmnt): Text-to-speech via LMNT's streaming API. - [LobsterAI](https://way.space/tool/lobsterai): Open-source desktop agent operating on local files, terminal, browser and documents, controllable remotely from WeChat, Feishu and Telegram - [Local Deep Research](https://way.space/tool/local-deep-research): Privacy-focused research assistant that runs iterative, cited analysis with local LLMs. - [LocalAI](https://way.space/tool/localai): Self-hosted engine that runs LLM, vision, voice, image, and video models on any hardware behind OpenAI-compatible APIs - [Logfire](https://way.space/tool/logfire): OpenTelemetry-based observability platform with Python-centric insights, SQL querying, and Pydantic integration - [Lokutor](https://way.space/tool/lokutor): CPU-only text-to-speech synthesis via Lokutor. - [Looper](https://way.space/tool/looper): Claude Code skill for designing review-gated agent loops - goal, plan, review, deliver, judge - then emitting a runnable spec - [macOS-use](https://way.space/tool/macos-use): Tell your MacBook what to do, and it's done — across any app. - [Maestro](https://way.space/tool/maestro): A local-first Rust orchestration substrate for agent-built codebases. - [Maka-Agent](https://way.space/tool/maka-agent): Local-first agent workspace with an event-log runtime, durable recoverable tasks, and desktop, TUI, CLI and headless surfaces - [Manifest](https://way.space/tool/manifest): Open-source LLM router exposing one OpenAI-compatible endpoint across API keys, subscriptions, and local models, with cost tracking - [Manus](https://way.space/tool/manus): A general autonomous agent for slides, sites, apps, and research. - [Marionette MCP](https://way.space/tool/marionette-mcp): MCP server that lets AI agents inspect and drive running Flutter apps — tap, type, scroll, and screenshot at runtime - [Mastra](https://way.space/tool/mastra): A TypeScript framework for AI apps and agents. - [MCP Chrome](https://way.space/tool/mcp-chrome): Chrome extension MCP server that exposes your browser to AI assistants for automation, content analysis, and semantic tab search - [MCP Inspector](https://way.space/tool/mcp-inspector): Developer tool for testing and debugging MCP servers through a web UI and a transport-bridging proxy - [MCP Omnisearch](https://way.space/tool/mcp-omnisearch): A single MCP unifying Tavily, Brave, Kagi, and Exa search. - [MCP Playwright](https://way.space/tool/mcp-playwright): MCP server that lets LLMs drive a real browser via Playwright — navigate, click, screenshot, scrape, and generate test code - [MCP SuperAssistant](https://way.space/tool/mcp-superassistant): Browser extension that runs MCP tools inside web chat UIs like ChatGPT, Gemini, Perplexity and Grok - [MCP Use](https://way.space/tool/mcp-use): Fullstack framework for building MCP servers and interactive MCP apps, with SDKs, an inspector, and deployment - [mcpContextForge](https://way.space/tool/mcp-context-forge): Registry and proxy that federates MCP, A2A, and REST/gRPC APIs behind one endpoint with governance, discovery, and observability - [Meetily](https://way.space/tool/meetily): Self-hosted AI meeting assistant that transcribes, diarizes, and summarizes meetings locally with Whisper/Parakeet and Ollama - [Mem0](https://way.space/tool/mem0): A universal memory layer that extracts salient facts and retrieves them at inference. - [Memory Lancedb Pro](https://way.space/tool/memory-lancedb-pro): A LanceDB long-term memory plugin with hybrid vector and BM25 search and cross-encoder rerank. - [MemPalace](https://way.space/tool/mempalace): Local-first AI memory that stores conversations verbatim and retrieves them by semantic search over a structured, scoped index - [Memvid](https://way.space/tool/memvid): Single-file memory layer giving AI agents retrieval and long-term memory without a vector database - [Mercury Agent](https://way.space/tool/mercury-agent): Permission-first personal AI agent with SQLite-backed memory and token budgets, run from CLI, web, or Telegram - [Mesh LLM](https://way.space/tool/mesh-llm): Distributed LLM inference that pools GPUs across machines and serves one OpenAI-compatible API, splitting large models across nodes - [Midscene](https://way.space/tool/midscene): Vision-driven UI automation that acts from screenshots and natural-language steps across web, mobile, and desktop - [MinerU](https://way.space/tool/mineru): Converts PDFs and Office documents into LLM-ready Markdown and JSON with layout analysis, OCR and structure extraction - [Minions](https://way.space/tool/minions): A communication protocol that enables small on-device models to collaborate with frontier models in the cloud - [Miora](https://way.space/tool/miora-2): Scale your creativity on editable canvas with agent memory - [Mission Control](https://way.space/tool/mission-control): A self-hosted, framework-agnostic agent-fleet dashboard. - [mistral.rs](https://way.space/tool/mistralrs): Rust LLM inference engine with multimodal support, automatic quantization, and OpenAI- and Anthropic-compatible serving - [MLC LLM](https://way.space/tool/mlc-llm): Machine-learning compiler and engine for deploying LLMs across AMD, NVIDIA, Apple, and Intel GPUs, browsers, iOS, and Android - [MLflow](https://way.space/tool/mlflow): Open-source platform to trace, evaluate, monitor, and deploy LLM applications, agents, and ML models - [Mnemosyne](https://way.space/tool/mnemosyne): SQLite-based memory layer for AI agents with hybrid vector and full-text recall and a tiered BEAM architecture - [MNN](https://way.space/tool/mnn): Lightweight deep learning engine for on-device inference and training, with runtimes for local LLMs and diffusion models - [Model Router](https://way.space/tool/model-router): Cost-aware per-turn model routing plugin for Hermes Agent with five tiers, automatic escalation, and manual pins - [Molmo](https://way.space/tool/molmo): Open-ended question answering and document reading, excelling at dense text like charts and forms - [moltbook](https://way.space/tool/moltbook): Social platform where AI agents post, comment and upvote in topic submolts, with humans able to observe - [Moss](https://way.space/tool/moss): Knowledge-retrieval service that injects semantic search results into an agent's LLM context. - [mPLUG-DocOwl2](https://way.space/tool/mplug-docowl2): Multi-page document QA without OCR dependency via a high-resolution DocCompressor - [Multica](https://way.space/tool/multica): Assigns issues to coding agents like human teammates, with squads, autopilots, reusable skills, and unified local and cloud runtimes - [Murf AI](https://way.space/tool/murf-ai): Text-to-speech via Murf AI's streaming WebSocket API. - [n8n](https://way.space/tool/n8n): Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. - [n8n Nodes for Browser Use](https://way.space/tool/n8n-nodes-browser-use): An n8n community node for Browser Use Cloud (API v2 tasks + v3 sessions). - [Nanobot](https://way.space/tool/nanobot): nanobot: The Ultra-Lightweight Personal AI Agent - [Nanobrowser](https://way.space/tool/nanobrowser): Open-source Chrome extension for multi-agent AI web automation using your own LLM API keys - [NanoClaw](https://way.space/tool/nanoclaw): A lightweight, container-isolated alternative to OpenClaw. - [Ncnn](https://way.space/tool/ncnn): ncnn is a high-performance neural network inference framework optimized for mobile, embedded, and desktop deployment. - [NeMo](https://way.space/tool/nemo): NVIDIA framework for building speech AI models, including ASR, TTS, translation, and speaker diarization - [NeMo Guardrails](https://way.space/tool/nemo-guardrails): Open-source toolkit for adding programmable input, dialog, retrieval, execution, and output guardrails to LLM apps - [NemoClaw](https://way.space/tool/nemoclaw): NVIDIA reference stack for running always-on agents safely inside OpenShell. - [Neuphonic](https://way.space/tool/neuphonic): Text-to-speech via Neuphonic's API. - [NextChat](https://way.space/tool/nextchat): Cross-platform AI chat client for Claude, GPT-4, Gemini, and DeepSeek, with local storage, prompt templates, and one-click deploy - [Notebooklm MCP CLI](https://way.space/tool/notebooklm-mcp-cli): CLI and MCP server for driving Google NotebookLM — create notebooks, add sources, query, and generate audio, video, and slides - [Notebooklm Py](https://way.space/tool/notebooklm-py): Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the - [Notte](https://way.space/tool/notte): Framework for building web-automation agents that mix scripting with LLM-driven browser actions - [NVIDIA Parakeet v2](https://way.space/tool/parakeet-v2): High-quality English speech recognition with punctuation and word-level timestamping. - [OB1](https://way.space/tool/ob1): Self-hosted vector-database memory with an open MCP protocol so multiple AI clients share one persistent store - [Obsidian Wiki](https://way.space/tool/obsidian-wiki): Framework for an AI agent to build and maintain a knowledge base in an Obsidian vault using Karpathy's LLM Wiki pattern - [OCTO Web](https://way.space/tool/octo-web): React client for the OCTO messaging platform shipping browser and Electron desktop builds from one codebase, with AI agent chat UI - [Oh My Pi](https://way.space/tool/oh-my-pi): Terminal coding agent with LSP, a debugger, and code execution wired in, tuned across 40+ model providers - [OKX Agent Trade Kit](https://way.space/tool/okx-agent-trade-kit): MCP server and CLI connecting AI agents to an OKX account for spot, swap, futures, options, earn, and grid-bot trading - [Ollama](https://way.space/tool/ollama): Run open LLMs locally — no API key. - [Omega Memory](https://way.space/tool/omega-memory): Persistent memory for AI coding agents - [Omnigent](https://way.space/tool/omnigent): Open-source meta-harness that orchestrates Claude Code, Codex, Cursor, and custom agents behind one interface with policies and sandboxing - [OmniRoute](https://way.space/tool/omniroute): AI gateway fronting many model providers behind one endpoint, with token-saving compression, auto-fallback, and routing for coding CLIs - [OneBrain](https://way.space/tool/onebrain): Setup recipe that puts multiple AI agents on one shared local memory via an Obsidian vault, gbrain, and a local MCP endpoint - [Open WebUI](https://way.space/tool/open-webui): Self-hosted, offline-capable AI platform for Ollama and OpenAI-compatible models with RAG, tools, and multi-user access control - [OpenAI Agents SDK](https://way.space/tool/openai-agents-sdk): Lightweight agent framework with minimal abstractions and flexibility across LLM providers - [OpenAI Python](https://way.space/tool/openai-python): Python client for the OpenAI REST API with synchronous and asynchronous clients, typed requests and responses, and streaming - [OpenChat](https://way.space/tool/openchat-gg): Hosted social network where AI agents post, follow, and connect with other agents in real time - [OpenClaw](https://way.space/tool/openclaw): Local-first personal AI assistant runtime with a Gateway control plane. - [OpenClaw A2A Gateway](https://way.space/tool/openclaw-a2a-gateway): An OpenClaw plugin implementing A2A v0.3.0 as a bidirectional gateway. - [Openclaw Channel Dingtalk](https://way.space/tool/openclaw-channel-dingtalk): A DingTalk enterprise channel plugin for OpenClaw. - [Openclaw Composio Plugin](https://way.space/tool/openclaw-composio-plugin): An OpenClaw plugin adding 1000+ third-party integrations. - [OpenClaw Dev](https://way.space/tool/openclaw-dev): A cloud-hosted OpenClaw agent on an ephemeral Azure sandbox with Teams. - [OpenClaw Local](https://way.space/tool/openclaw-local): Run OpenClaw locally with Docker — a local LLM, a Telegram channel, and an automatic WayID claim. - [OpenClaw Managed Agents](https://way.space/tool/openclaw-managed-agents): An open alternative to Claude Managed Agents that runs autonomous agents via API. - [OpenCLI](https://way.space/tool/opencli): Turns any website, browser session, or local tool into a CLI that humans and AI agents drive through a logged-in browser - [OpenCode](https://way.space/tool/opencode): Open-source AI coding agent that runs in the terminal, an IDE, or a desktop app - [OpenCodeReview](https://way.space/tool/open-code-review): AI code-review CLI combining deterministic pipelines with an LLM agent for line-level comments on Git diffs - [OpenConnector](https://way.space/tool/open-connector): Open-source connector gateway giving agents authenticated access to 1,000+ SaaS providers via SDK, CLI, MCP and HTTP/OpenAPI - [OpenGoat](https://way.space/tool/opengoat): Build organizations of OpenClaw agents coordinating across coding tools. - [OpenHanako](https://way.space/tool/openhanako): Desktop AI agent with memory, personality, and a GUI that can run multiple agents, use skills, and operate your computer - [OpenHands](https://way.space/tool/openhands): A platform for software-development agents with SDK, CLI, and GUI/REST access. - [OpenHuman](https://way.space/tool/openhuman): Local-first personal AI assistant combining persistent memory, task orchestration and deep research - [OpenInference](https://way.space/tool/openinference): OpenTelemetry auto-instrumentation that converts agent traces to OpenInference for Arize Phoenix / AX. - [OpenLIT](https://way.space/tool/openlit): Open-source AI engineering platform with OpenTelemetry-native LLM observability, evaluations, and prompt management - [OpenLLM](https://way.space/tool/openllm): Run any open-source LLMs (Llama 3.3, Qwen2.5, Phi3 and more) or custom models as OpenAI-compatible APIs with a single command. - [OpenLLMetry](https://way.space/tool/openllmetry): Observability for LLM applications using OpenTelemetry. - [OpenManus](https://way.space/tool/openmanus): A general AI agent framework and runtime with browser automation and multi-agent workflows. - [OpenMed](https://way.space/tool/openmed): On-device clinical NLP for biomedical entity extraction and HIPAA PII de-identification, running fully offline from phones to GPU servers - [OpenMontage](https://way.space/tool/openmontage): Agentic video production system that drives an AI coding assistant through scripting, asset generation, editing, and rendering - [OpenShell](https://way.space/tool/openshell): A safe, private sandbox runtime for autonomous agents. - [OpenShell DeepAgent](https://way.space/tool/openshell-deepagent): A LangChain Deep Agents coding agent running inside an OpenShell sandbox. - [OpenSpec](https://way.space/tool/openspec): Adds a spec layer to AI coding, with per-change proposal, spec, design, and task artifacts driven by slash commands - [OpenSquilla](https://way.space/tool/opensquilla): Token-efficient microkernel AI agent with an on-device model router, persistent memory and pluggable multi-provider support - [OpenViking](https://way.space/tool/openviking): Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. - [OpenWiki](https://way.space/tool/openwiki): CLI that generates and maintains documentation wikis for codebases and personal knowledge, built for agents - [Opik](https://way.space/tool/opik): Open-source platform for tracing, evaluating, and monitoring LLM and agentic applications - [Orca](https://way.space/tool/orca): Desktop and mobile app for running coding agents in parallel git worktrees, with terminal splits, browser design mode and GitHub/Linear - [Osloq](https://way.space/tool/osloq): An AI agent that reproduces GitHub issues for you - [PaddleOCR](https://way.space/tool/paddleocr): Comprehensive OCR pipeline for multilingual tasks requiring high accuracy - [Page Agent](https://way.space/tool/page-agent): In-page JavaScript agent that operates a web page's interface from natural language using text-based DOM manipulation - [Pal MCP Server](https://way.space/tool/pal-mcp-server): MCP server that lets one coding CLI orchestrate multiple models and spawn isolated CLI subagents within a shared context - [Pan UI](https://way.space/tool/pan-ui): Self-hosted web dashboard for the Hermes Agent — chat, sessions, skills, MCP integrations, memory, and profiles in one place - [PandaProbe](https://way.space/tool/pandaprobe): Open-source platform for tracing, evaluating, and monitoring AI agents, with integrations for LangGraph, CrewAI, and agent SDKs - [Paperclip](https://way.space/tool/paperclip): A Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard. - [Parallel Web Systems](https://way.space/tool/parallel-web-systems): Web search and extraction API built for AI agents, returning cross-referenced results with provenance, priced per query - [Parler-TTS](https://way.space/tool/parler-tts): Lightweight text-to-speech that generates natural speech in a given speaker style. - [Pebble](https://way.space/tool/pebble): Static PWA chat interface that connects directly to Hermes agents over HTTP, with agent-pushed interactive UI blocks - [PENTESTAI](https://way.space/tool/pentest-ai): Offensive-security CLI and MCP server that re-runs each exploit against a machine oracle before marking a finding verified - [Phi-4 Multimodal](https://way.space/tool/phi-4-multimodal): Multimodal document understanding with integrated speech and vision in a compact model - [Phoenix](https://way.space/tool/phoenix): Open-source AI observability platform for tracing, evaluating, and troubleshooting LLM and agent applications - [PhyAgentOS](https://way.space/tool/phyagentos): PhyAgentOS is a self-evolving embodied AI operating system built on agentic workflows. - [Pi](https://way.space/tool/pi): Minimal, self-extensible terminal coding agent and harness with a multi-provider LLM API - [Pi Coding Agent](https://way.space/tool/pi-coding-agent): An Emacs frontend for the Pi coding agent. - [PicoClaw](https://way.space/tool/picoclaw): An ultra-light Go rewrite shipping as a single binary under 10MB. - [Pieces](https://way.space/tool/pieces): Background memory layer that captures your on-computer activity chronologically so you can search and revisit any moment - [Pinch](https://way.space/tool/pinch): Real-time speech-to-speech translation for voice agents. - [Pipecat](https://way.space/tool/pipecat): Open-source Python framework for building real-time voice and multimodal conversational agents. - [Playwright](https://way.space/tool/playwright): End-to-end browser automation with full control across Chromium, Firefox, and WebKit. - [Playwright MCP](https://way.space/tool/playwright-mcp): MCP server giving LLMs Playwright browser automation through structured accessibility snapshots rather than screenshots - [Playwright Python](https://way.space/tool/playwright-python): Browser-automation library that drives Chromium, Firefox, and WebKit through one API, with sync and async interfaces - [Plivo](https://way.space/tool/plivo): Serializer for the Plivo Audio Streaming WebSocket protocol. - [PowerMem](https://way.space/tool/powermem): An AI memory plugin built on OceanBase for smarter agents. - [PPT Master](https://way.space/tool/ppt-master): AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the op - [PR Agent](https://way.space/tool/pr-agent): Open-source AI code review agent that describes, reviews, and suggests fixes on pull requests across GitHub, GitLab, Bitbucket, and more - [Presidio](https://way.space/tool/presidio): SDK for detecting and anonymizing PII in text, images, and structured data using NER, regex, and rule-based recognizers - [Promptfoo](https://way.space/tool/promptfoo): CLI and library for evaluating and red-teaming LLM apps, with side-by-side model comparison and CI/CD checks - [Protoface](https://way.space/tool/protoface): Real-time video avatars for conversational AI. - [Puppeteer](https://way.space/tool/puppeteer): Lightweight Chrome automation with JavaScript and a rich developer ecosystem. - [Pydantic AI](https://way.space/tool/pydantic-ai): Python agent framework from the Pydantic team for building type-safe, model-agnostic generative-AI applications and workflows - [QA Use](https://way.space/tool/qa-use): AI-powered E2E testing platform powered by Browser Use agents. - [QuantDinger](https://way.space/tool/quantdinger): Self-hosted AI trading platform for crypto, stocks and forex, from strategy generation through backtesting to paper and live execution - [Quantum Free Router](https://way.space/tool/quantum-free-router): Pre-configured Bifrost router: one OpenAI-compatible endpoint over free-tier LLM providers, with auto-failover and model certification - [Qwen-2.5-Omni](https://way.space/tool/qwen-2.5-omni): Vision-language-audio model with speech input and output plus document understanding. - [Qwen2.5-VL](https://way.space/tool/qwen-2.5-vl): Vision-language model for complex document QA, structured data extraction, and long-context processing - [QwenPaw](https://way.space/tool/qwenpaw): Your Personal AI Assistant: easy to install, deploy on your own machine or on the cloud. - [Raft](https://way.space/tool/raft): Multi-agent workspace where humans and AI agents share channels, tasks, and threads to build software together - [Ragent](https://way.space/tool/ragent): Enterprise-oriented Agentic RAG platform on Spring AI covering document ingestion through question answering with multi-channel retrieval - [Ray](https://way.space/tool/ray): Distributed runtime and ML libraries for scaling Python and AI workloads from a laptop to a cluster - [Replicate](https://way.space/tool/replicate): Run and host open-source models via API — image generation and beyond. - [Replit Agent](https://way.space/tool/replit-agent): Builds and auto-deploys full apps from natural language. - [Repowise](https://way.space/tool/repowise): Indexes a codebase into a dependency graph, git history, docs, and code-health scores, exposed to MCP agents through nine tools - [Respeecher](https://way.space/tool/respeecher): Real-time text-to-speech via Respeecher's streaming WebSocket API. - [Rime](https://way.space/tool/rime): Text-to-speech via Rime AI. - [Ringg AI](https://way.space/tool/ringg-ai): Streaming speech-to-text service via Ringg AI. - [Roark](https://way.space/tool/roark): Call analytics and observability for voice agents — lifecycle, transcripts, tool calls, and recordings. - [Rowboat](https://way.space/tool/rowboat): Desktop AI coworker that indexes your email, meetings, and chats into a knowledge graph and acts on them across built-in surfaces - [Rumik AI](https://way.space/tool/rumik-ai): Text-to-speech via Rumik AI's TTS APIs. - [Sandcastle](https://way.space/tool/sandcastle): TypeScript library for running AI coding agents in isolated Docker, Podman, or Vercel sandboxes and merging commits back - [Scarf](https://way.space/tool/scarf): Native macOS and iOS companion for the Hermes AI agent, mirroring its sessions, memory, config, and gateway - [Screenshot to Code](https://way.space/tool/screenshot-to-code): Turn screenshots into clean HTML, Tailwind, React, or Vue code for fast UI prototyping. - [Second Brain for AI v2](https://way.space/tool/second-brain-for-ai-v2): AI memory that connects the dots across every tool - [Secure OpenClaw](https://way.space/tool/secure-openclaw): A 24x7 personal assistant over messaging apps with memory and 500+ integrations. - [Sentry](https://way.space/tool/sentry): Performance monitoring and error tracking. - [Server](https://way.space/tool/server): Inference-serving software that deploys models from multiple frameworks across GPU and CPU on cloud, data center, and edge - [Shepherd](https://way.space/tool/shepherd): Records agent runs as reversible, inspectable execution traces whose outputs are reviewed before they are applied or discarded - [Sift Kg](https://way.space/tool/sift-kg): CLI that extracts entities and relationships from documents into a knowledge graph with human-approved deduplication - [Simli](https://way.space/tool/simli): Real-time AI-avatar video generation over WebRTC. - [Skill Autoshorts](https://way.space/tool/skill-autoshorts): Agent skill that cuts long vertical videos into short clips with a chat approval step, then schedules them to TikTok, Instagram, and YouTube - [Skillreaper](https://way.space/tool/skillreaper): Audits AI-agent skills, MCP servers, and subagents from session transcripts to prune what is loaded but never used - [Skills](https://way.space/tool/vercel-skills): CLI for installing and running open agent skills across coding agents like Claude Code, Codex, and Cursor - [SkillSpector](https://way.space/tool/skillspector): Security scanner that checks AI agent skills for vulnerabilities, malicious patterns, and supply-chain risks before install - [SLNG](https://way.space/tool/slng): Speech-to-text and text-to-speech via SLNG's unified voice-AI gateway. - [Smallest AI](https://way.space/tool/smallest-ai): Pulse speech-to-text and WebSocket streaming text-to-speech. - [Smg](https://way.space/tool/smg): Engine-agnostic gateway that routes LLM requests across self-hosted and cloud backends with cache-aware load balancing - [Smolagents](https://way.space/tool/smolagents): A HuggingFace ~1k-LOC library for code-writing agents. - [Soniox](https://way.space/tool/soniox): Real-time WebSocket speech-to-text and streaming text-to-speech. - [Speaker Diarization 3.1](https://way.space/tool/speaker-diarization): Identify and segment speakers in audio, outputting speaker diarization annotations. - [Speechmatics](https://way.space/tool/speechmatics): Real-time speech-to-text and text-to-speech via Speechmatics. - [Squad](https://way.space/tool/squad): Coordinates multiple AI CLI agents through a shared local SQLite file, with manager, worker, and inspector roles and no daemon - [Stagehand](https://way.space/tool/stagehand): Declarative automation of browser workflows via LLMs, described in plain language. - [Stealth Browser MCP](https://way.space/tool/stealth-browser-mcp): Undetectable browser automation for MCP agents, using real Chrome instances to bypass anti-bot systems and intercept network traffic - [Strix](https://way.space/tool/strix): Autonomous AI penetration-testing agents that find application vulnerabilities and validate them with working proof-of-concept exploits - [Supabase](https://way.space/tool/supabase): Open-source Postgres development platform with auth, auto-generated APIs, realtime, storage, and a vector toolkit - [Supabase MCP](https://way.space/tool/supabase-mcp): Model Context Protocol server connecting Supabase projects to AI assistants for managing tables, config, and queries - [SuperAGI](https://way.space/tool/superagi): A dev-first platform to build, manage, and run autonomous agents. - [SuperClaude](https://way.space/tool/superclaude): Adds 30 commands, 20 agents, 7 modes, and 8 MCP integrations to Claude Code. - [Superpowers](https://way.space/tool/superpowers): Agentic skills framework with a dev methodology for coding agents. - [SwarmUI](https://way.space/tool/swarmui): Modular web UI for AI image and video generation, with an accessible generate tab and a raw Comfy node graph - [SWE-agent](https://way.space/tool/swe-agent): An autonomous agent that takes a GitHub issue and fixes it. - [Synap](https://way.space/tool/synap): Persistent, cross-session memory for voice agents — context injection and conversation recording. - [T3MP3ST](https://way.space/tool/t3mp3st): autonomous red teaming platform; multi-agent offensive-security meta-harness - [Tabby](https://way.space/tool/tabby): Self-hosted, on-premises AI coding assistant offering code completion, chat, and repository-aware context - [Tambo](https://way.space/tool/tambo): Open-source generative UI toolkit for React where an agent selects your components and streams their props, with MCP support - [Tavily MCP](https://way.space/tool/tavily-mcp): A production MCP for real-time search, extract, map, and crawl. - [Tavus](https://way.space/tool/tavus): Conversational AI video avatars (Phoenix replicas) with real-time audio/video. - [Telnyx](https://way.space/tool/telnyx): Serializer for the Telnyx WebSocket media-streaming protocol. - [TencentDB Agent Memory](https://way.space/tool/tencentdb-agent-memory): Local long-term memory for AI agents using a layered semantic pipeline and symbolic compression of tool logs - [Terminal](https://way.space/tool/terminal): A Rust TUI for browser agents — automate the boring stuff in the browser. - [Text Generation Webui](https://way.space/tool/text-generation-webui): A desktop app for local LLMs. Open source, no telemetry. Text, vision, tool-calling, web search. UI + API. - [Tinyagentos](https://way.space/tool/tinyagentos): Self-hosted, framework-agnostic AI agent platform that runs on your own hardware with a browser desktop - [Tokenjuice](https://way.space/tool/tokenjuice): An output-compaction and token-reduction CLI that runs standalone or as a framework extension. - [Tolans](https://way.space/tool/tolans): A cute alien companion who can make sense of your thoughts, help you with anything, and just have fun. - [TradingView MCP](https://way.space/tool/tradingview-mcp): MCP server exposing TradingView market data, multi-exchange screeners, technical analysis, and a backtesting engine to AI assistants - [Twilio](https://way.space/tool/twilio): Serializer for the Twilio Media Streams WebSocket protocol. - [Typecast](https://way.space/tool/typecast): Text-to-speech using Typecast's neural voices. - [uAgents](https://way.space/tool/uagents): Lightweight Python framework for building and connecting decentralized agents. - [UFO](https://way.space/tool/ufo): Framework for orchestrating computer-use agents, from a single Windows desktop to multi-device DAG workflows - [UI-TARS-desktop](https://way.space/tool/ui-tars-desktop): The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra - [Ultravox](https://way.space/tool/ultravox): Multimodal model for real-time voice interaction, consuming both speech and text inputs. - [Unity MCP](https://way.space/tool/unity-mcp): Bridges MCP clients with the Unity Editor so an assistant can manage assets, control scenes, edit C# scripts, run tests, and automate builds - [Unsloth](https://way.space/tool/unsloth): Run and fine-tune open LLMs, vision, and audio models locally, with training claimed at up to 2x faster and up to 70% less VRAM - [Uplift AI](https://way.space/tool/uplift-ai): Urdu speech-to-text and text-to-speech synthesis via Uplift AI. - [Vellum](https://way.space/tool/vellum): Personal AI assistant that connects to your apps, learns your preferences, and runs tasks in the background - [VeritasGraph](https://way.space/tool/veritasgraph): Governed on-prem GraphRAG & AI agents with verifiable proof - [Vibe Investing](https://way.space/tool/vibe-investing): Curation and research repository using LLMs for AI-assisted investing analysis of US stocks and crypto - [Vibe-Trading](https://way.space/tool/vibe-trading): Open-source research workspace connecting natural-language prompts to market data, strategy backtesting, and reports - [Vibetest Use](https://way.space/tool/vibetest-use): MCP server that spins up multiple Browser Use agents to QA-test your site for UI bugs and broken links. - [Video Report Nemotron](https://way.space/tool/video-report-nemotron): Hermes skill that turns videos into Markdown, HTML, and PDF reports, using subtitles first and local Nemotron ASR as fallback - [Video Use](https://way.space/tool/video-use): Edit videos with coding agents — drop raw footage in a folder, chat, get final.mp4. - [Vigolium](https://way.space/tool/vigolium): Vigolium - High-fidelity vulnerability scanner fusing agentic AI with native speed, modularity, and precision - [Viktor](https://way.space/tool/viktor): AI worker that operates in Slack and Teams, running reporting, onboarding, and finance tasks across a company's tools - [vLLM](https://way.space/tool/vllm): LLM inference and serving library using PagedAttention and continuous batching, with an OpenAI-compatible API server - [Voice Lab](https://way.space/tool/voice-lab): Framework for testing and evaluating voice agents across models, prompts, and personas. - [Voice.ai](https://way.space/tool/voice-ai): Text-to-speech via Voice.ai's streaming WebSocket API. - [Voicebox](https://way.space/tool/voicebox): Local-first voice studio to clone voices, generate speech in 23 languages, dictate into any app, and give MCP agents a voice - [VoltAgent](https://way.space/tool/voltagent): TypeScript framework and console for building, observing, and operating AI agents - [Vonage](https://way.space/tool/vonage): Telephony and Video API serializers/transports for voice-agent media streams. - [Wandb](https://way.space/tool/wandb): Tracks and visualizes machine learning experiments and models, with framework integrations and cloud or self-hosted deployment - [Wavix](https://way.space/tool/wavix): Frame serializer for the Wavix WebSocket media-streaming protocol. - [Wayid Nginx](https://way.space/tool/wayid-nginx): Verify the WayID of inbound AI agents at the NGINX edge, before traffic reaches your app. - [Wayid Verify](https://way.space/tool/wayid-verify): Verify the WayID of a calling AI agent at your gateway, reverse proxy, or API backend. - [Web UI](https://way.space/tool/web-ui): Run AI Agent in your browser. - [WebLLM](https://way.space/tool/web-llm): In-browser LLM inference engine running open models client-side on WebGPU with an OpenAI-compatible API - [Wechat Openclaw Channel](https://way.space/tool/wechat-openclaw-channel): A WeChat channel plugin with QClaw and WorkBuddy dual mode. - [WeKnora](https://way.space/tool/weknora): Self-hostable document-knowledge framework combining RAG Q&A, a ReAct reasoning agent, and auto-generated wikis - [WhatsApp Business](https://way.space/tool/whatsapp-business): Real-time voice via the WhatsApp Business Cloud API (WebRTC calling). - [Whisper](https://way.space/tool/whisper): General-purpose speech recognition trained on a large dataset of diverse audio. - [whisper.cpp](https://way.space/tool/whisper-cpp): C/C++ port of OpenAI's Whisper speech-recognition model, dependency-free and optimized for on-device inference - [Workflow Use](https://way.space/tool/workflow-use): Create and run deterministic browser workflows (RPA 2.0) that fall back to Browser Use. - [WRUD](https://way.space/tool/wrud): See what your AI agents did - and where they overpaid - [Yantrikdb Hermes Plugin](https://way.space/tool/yantrikdb-hermes-plugin): A Hermes memory provider with knowledge graphs, contradiction tracking, and explainable recall. - [ZenML](https://way.space/tool/zenml): Framework for ML and LLM pipelines that run across any infrastructure with tracking and containerization - [Zep](https://way.space/tool/zep): A context-engineering platform with a temporal knowledge graph and sub-200ms retrieval. ## Builders - [David Kofoed Wind](https://way.space/builder/utdiscant): - [James Cockburn](https://way.space/builder/jamescockburn): - [Maksika](https://way.space/builder/erasmus): - [Ras](https://way.space/builder/ras): - [Simon Spoo](https://way.space/builder/simon): ## Machine-readable - [Full catalogue (JSON)](https://way.space/api/catalogue.json): all tools and builders as structured JSON for agents. - [API v1 index](https://way.space/api/v1): the versioned, rate-limited read surface — self-describing, unauthenticated, published-tools-only. - [Tool listings (JSON)](https://way.space/api/v1/tools): every tool with its cross-registry listings and score rationale, filterable. - Per-tool markdown: https://way.space/tool/.md — one tool's identity, signals, and listings as plain markdown. - [way.space MCP server](https://way.space/api/mcp): search, resolve, audit, and alternatives tools over MCP. ## For agents - [Agent guide](https://way.space/agents.md): how to consume way.space as an AI agent — the two-entity model, what the grade means, and the full feed contract. - [API index](https://way.space/api): self-describing JSON index of every machine-readable endpoint. - [Filterable feed](https://way.space/api/catalogue.json): query the catalogue with `kind`, `tag`, `q`, `minGrade`, `minScore`, `sort`, and `limit`. Examples: - https://way.space/api/catalogue.json?kind=framework&minGrade=B&sort=score - https://way.space/api/catalogue.json?q=research&sort=name&limit=10 - [Single entities](https://way.space/api/tool/{slug}): per-tool twin; builders at https://way.space/api/builder/{username}. - [Scoring method](https://way.space/scoring): how the derived GitHub credibility grade (A+…D) is computed — it is NOT a user rating.