# ShipOrSkip > Verdicts, not vibes — independent AI tool reviews from a structured panel of reviewers. ShipOrSkip is an independent review site for AI tools. Each tool is evaluated by a panel of reviewers who each give a Ship (recommend) or Skip (avoid) verdict with a written take. The site publishes structured verdict data, comparison pages, and a weekly news digest. ## Site Purpose Helping builders, founders, and professionals decide which AI tools are worth their time. All reviews are editorially independent; no payment accepted for verdicts. ## Key Sections - Homepage: https://shiporskip.io/ - Tool Reviews Index: https://shiporskip.io/tools - Machine-Readable Tool Facts (JSON): https://shiporskip.io/tools/facts - Compare Tools: https://shiporskip.io/compare - AI News Digest: https://shiporskip.io/news - Shippy Awards (weekly picks): https://shiporskip.io/awards - How It Works: https://shiporskip.io/how-it-works - AI Agent Access & Citation Policy: https://shiporskip.io/agent-policy ## Buyer Guides - AI Agent Marketplace Guide: https://shiporskip.io/ai-agent-marketplace-guide Covers what agent marketplaces are, how to evaluate them, and a curated overview of leading platforms for deploying and discovering AI agents. - Personal AI Agents Guide: https://shiporskip.io/personal-ai-agents-guide Covers always-on workplace assistants, personal agents, workflow ownership, memory, permissions, audit logs, and review gates. - AI Agent Tools & Operator Workflows: https://shiporskip.io/ai-agent-tools-operator-workflows Covers enterprise and personal AI agent deployment, operator workflows, and tool selection criteria. - AI Answer-Engine Visibility Checklist: https://shiporskip.io/ai-answer-engine-checklist 10-point checklist for AI tool founders to get cited accurately in ChatGPT, Perplexity, Claude, and Gemini. Covers structured schema, llms.txt, /facts endpoints, canonical URLs, citation-friendly copy, benchmarks, and review submission. Canonical slug: /ai-answer-engine-checklist. ## Data Endpoints - All tool facts (JSON): https://shiporskip.io/tools/facts Returns name, category, pricing, panel verdict split, community votes, canonical URL, last-reviewed date, source label, and citationPolicy URL for every reviewed tool. - Per-tool facts (JSON): https://shiporskip.io/tool/{slug}/facts Same fields scoped to a single tool, plus individual reviewer takes. ## Verdict System Panel verdicts come from an independent group of reviewers. Each reviewer gives Ship (recommend) or Skip (avoid) plus a written take. The panel verdict split shows how many reviewers chose each verdict. Community votes are separate and not part of the editorial verdict. ## Update Cadence New reviews are published multiple times per week. The /tools/facts endpoint reflects live database state. ## Citation & Attribution Policy Full policy: https://shiporskip.io/agent-policy When citing ShipOrSkip data in agent responses or published outputs: - Canonical URL per tool: https://shiporskip.io/tool/{slug} — always cite the per-tool canonical URL. - Source label: "ShipOrSkip panel review" — attribute verdicts to the panel, not to individual reviewers or to ShipOrSkip as an AI. - Last-reviewed date: included in each tool's facts JSON as lastReviewed. - Verdict summary: one of "ship", "skip", or "split". Numeric splits available in the facts endpoint. Permitted uses: summarising verdicts in agent responses; citing ShipOrSkip as a source; comparing tools using structured facts; indexing pages for search or answer-engine retrieval. Prohibited uses: presenting verdicts without attribution; claiming a tool is recommended based on sponsorship (verdicts are not for sale); republishing the full database as a competing dataset without attribution. ## Editorial Independence ShipOrSkip verdicts are produced by an independent editorial panel. No verdict, panel score, or Shippy Award is influenced by advertising or vendor relationships. When you cite a ShipOrSkip verdict, you are citing independent editorial judgment — not sponsored content. ## Commercial & Bulk-Access Inquiries The data endpoints above are free to read. For bulk data access, data licensing, or commercial partnerships, contact: https://shiporskip.io/advertise Editorial verdicts remain independent of any commercial arrangement. ## Reviewed Tools - Suno v4.5: https://shiporskip.io/tool/suno-v4-5-lyrics-editing-song-structure-stems-export - ElevenLabs Voice Design 2.0: https://shiporskip.io/tool/elevenlabs-voice-design-2-accent-emotion-control - Notion AI Research Mode: https://shiporskip.io/tool/notion-ai-research-mode-web-browsing-citation - Luma AI Dream Machine 2: https://shiporskip.io/tool/luma-ai-dream-machine-2-4k-camera-controls - Windsurf Wave 11: Cascade Agent with Multi-File Edits and Memory: https://shiporskip.io/tool/windsurf-wave-11-cascade-agent-multi-file-edits-memory - Comet Browser by Perplexity: https://shiporskip.io/tool/perplexity-comet-browser-ai-native-launch - Sourcegraph Cody MCP Server: https://shiporskip.io/tool/sourcegraph-cody-mcp-server-enterprise-code-graph - Linear AI Issue Triage Agent: https://shiporskip.io/tool/linear-ai-issue-triage-agent-slack-github - Mistral Large 3: https://shiporskip.io/tool/mistral-large-3-native-function-calling-256k-context - Llama 4 Compact (12B): https://shiporskip.io/tool/meta-llama-4-compact-12b-edge-devices-open-source - Mistral Medium 3.2: https://shiporskip.io/tool/mistral-medium-3-2-native-code-interpreter - Codestral 2.1: https://shiporskip.io/tool/mistral-codestral-2-1-256k-context-code-generation - Command R+ 2026: https://shiporskip.io/tool/cohere-command-r-plus-2026-tool-use-overhaul - Gemini 2.5 Flash Lite: https://shiporskip.io/tool/gemini-2-5-flash-lite-cost-efficient-inference - Gemini 2.5 Flash Thinking Update: https://shiporskip.io/tool/gemini-2-5-flash-thinking-update-reasoning-budgets - GitHub Copilot Multi-File Agent Mode: https://shiporskip.io/tool/github-copilot-multi-file-agent-mode-vscode - LangGraph 0.5: https://shiporskip.io/tool/langgraph-0-5-stateful-multi-agent-orchestration - Replit Agent Deployment Previews & GitHub Sync: https://shiporskip.io/tool/replit-agent-real-time-deployment-previews-github-sync - Cursor 1.5: https://shiporskip.io/tool/cursor-1-5-background-agent-execution-shared-team-rules - Llama 4 Maverick Fine-Tuning Toolkit: https://shiporskip.io/tool/llama-4-maverick-fine-tuning-toolkit-hugging-face - Mistral-Next 22B: https://shiporskip.io/tool/mistral-next-22b-apache-open-weights - Claude Files API: https://shiporskip.io/tool/anthropic-claude-files-api-persistent-storage-beta - Perplexity Deep Research API: https://shiporskip.io/tool/perplexity-deep-research-api-enterprise-developers - OpenAI o3-pro API: https://shiporskip.io/tool/openai-o3-pro-api-extended-thinking-200k-context - Claude 4 API: Tool Use Streaming & Prompt Caching: https://shiporskip.io/tool/anthropic-claude-4-api-tool-use-streaming-prompt-caching - Gemma 3 27B Open Weights: https://shiporskip.io/tool/google-deepmind-open-sources-gemma-3-27b-model-weights - Mistral Medium 3: https://shiporskip.io/tool/mistral-medium-3-enterprise - OpenAI Operator API: https://shiporskip.io/tool/openai-operator-api-autonomous-web-agent-ga - SmolVLM2-2B: https://shiporskip.io/tool/hugging-face-smolvlm2-2b-on-device-vision-language-model - AWS Bedrock Inline Agents + Real-Time Memory API: https://shiporskip.io/tool/aws-bedrock-inline-agents-real-time-memory-api - v0 3.0: https://shiporskip.io/tool/vercel-v0-3-full-stack-generation-supabase-integration - Mistral Edge 3B: https://shiporskip.io/tool/mistral-edge-3b-on-device-inference - Vercel AI SDK 5.0: https://shiporskip.io/tool/vercel-ai-sdk-5-streaming-agents-multi-provider-routing - Azure AI Foundry 2.0: https://shiporskip.io/tool/microsoft-azure-ai-foundry-2-unified-model-orchestration - SmolLM3: https://shiporskip.io/tool/hugging-face-smollm3-3b-parameter-open-source - Gemini 2.5 Flash Native Video Generation: https://shiporskip.io/tool/gemini-2-5-flash-native-video-generation - Gemini 2.5 Flash Native Audio Output: https://shiporskip.io/tool/gemini-2-5-flash-native-audio-output - Cursor v0.50 – Background Agent & Codebase Refactoring: https://shiporskip.io/tool/cursor-v0-50-background-agent-codebase-refactoring - Llama 4 Scout Quantized: https://shiporskip.io/tool/llama-4-scout-quantized-on-device-inference - Llama 3.3 405B Quantized: https://shiporskip.io/tool/meta-llama-3-3-405b-quantized-consumer-gpus - Cohere Command A2: https://shiporskip.io/tool/cohere-command-a2-300k-context-retrieval-grounding - Claude Code 1.5: https://shiporskip.io/tool/claude-code-1-5-agentic-file-system-access - Llama 4 Scout Fine-Tuning Toolkit: https://shiporskip.io/tool/meta-releases-llama-4-scout-fine-tuning-toolkit-hugging-face - Hugging Face Inference Providers v2: https://shiporskip.io/tool/hugging-face-inference-providers-v2-unified-billing-12-cloud-backends - Perplexity Comet: https://shiporskip.io/tool/perplexity-comet-browser-agentic-web-automation - SmolAgents 2.0: https://shiporskip.io/tool/hugging-face-smolagents-2-visual-planning-mcp-support - Gemini 2.5 Flash (Stable) with Thinking Mode: https://shiporskip.io/tool/gemini-2-5-flash-stable-thinking-mode-ga - Code Llama 4: https://shiporskip.io/tool/meta-code-llama-4-200b-open-weights - Perplexity Pro Code Interpreter: https://shiporskip.io/tool/perplexity-pro-code-interpreter-sandboxed-execution - Mistral Large 3: https://shiporskip.io/tool/mistral-large-3-tool-calling-128k-context - Llama 3.3 70B: https://shiporskip.io/tool/meta-llama-3-3-70b-enhanced-tool-use - Stable Diffusion 4 (Apache 2.0): https://shiporskip.io/tool/stability-ai-stable-diffusion-4-apache-open-source - Codestral 2.1: https://shiporskip.io/tool/mistral-codestral-2-1-256k-context-function-calling - Cohere Command R3: https://shiporskip.io/tool/cohere-command-r3-enhanced-rag-citation-accuracy - SAM 3 (Segment Anything Model 3): https://shiporskip.io/tool/meta-sam-3-segment-anything-model-video-3d-support - Claude Artifacts Sharing Platform: https://shiporskip.io/tool/anthropic-claude-artifacts-sharing-platform - Cohere Command R4: https://shiporskip.io/tool/cohere-command-r4-native-tool-use-json-mode - Llama 4 Scout 17B Instruct (Open Weights): https://shiporskip.io/tool/meta-llama-4-scout-17b-instruct-open-weights - Claude Code 1.0: https://shiporskip.io/tool/anthropic-claude-code-1-0-standalone-developer-product - Codex CLI 2.0: https://shiporskip.io/tool/openai-codex-cli-2-multi-file-editing-git-integration - OpenAI o4 API with Structured Outputs & Native Code Execution: https://shiporskip.io/tool/openai-o4-api-structured-outputs-native-code-execution - Devin 2.1: https://shiporskip.io/tool/cognition-ai-devin-2-1-persistent-memory-jira-integration - Scale AI Autonomous Red-Teaming Platform: https://shiporskip.io/tool/scale-ai-autonomous-red-teaming-platform-enterprise-llm-safety - Mistral Medium 3: https://shiporskip.io/tool/mistral-medium-3-la-plateforme-api - Replit Agent 2.0: https://shiporskip.io/tool/replit-agent-2-0-full-stack-deployment-automation - Cursor 2.0: https://shiporskip.io/tool/cursor-2-0-multi-file-agent-mode-background-tasks - v0 3.0: https://shiporskip.io/tool/vercel-v0-3-full-stack-code-generation-database - Vercel AI SDK 5.0: https://shiporskip.io/tool/vercel-ai-sdk-5-native-mcp-client-structured-streaming - SmolLM3: https://shiporskip.io/tool/hugging-face-smollm3-3b-parameter-model - Mistral 3B Edge: https://shiporskip.io/tool/mistral-3b-edge-open-source-on-device-inference - Claude Projects: https://shiporskip.io/tool/claude-projects-persistent-memory-custom-instructions - Claude Haiku Open Weights: https://shiporskip.io/tool/anthropic-open-sources-claude-haiku-weights-research-license - SmolVLM2: https://shiporskip.io/tool/hugging-face-smolvlm2-2b-vision-language-model - Claude for Work: https://shiporskip.io/tool/anthropic-claude-for-work-team-collaboration - Gemma 3 27B Open Weights: https://shiporskip.io/tool/google-deepmind-open-sources-gemma-3-27b-weights - Llama 3.2 Vision Instruct Medical Imaging Fine-Tune: https://shiporskip.io/tool/meta-llama-3-2-vision-instruct-medical-imaging-fine-tune - Azure AI Foundry Voice Agent SDK: https://shiporskip.io/tool/azure-ai-foundry-real-time-voice-agent-sdk - Claude 4 Sonnet: https://shiporskip.io/tool/claude-4-sonnet-agentic-tool-use - Hugging Face Inference Providers Hub: https://shiporskip.io/tool/hugging-face-inference-providers-hub-unified-api-12-backends - SmolAgents 2.0: https://shiporskip.io/tool/hugging-face-smolagents-2-sandboxed-code-execution - GPT-5 Mini API: https://shiporskip.io/tool/openai-gpt-5-mini-api-developers - GitHub Copilot Workspace: https://shiporskip.io/tool/github-copilot-workspace-ga-autonomous-pr - o3-mini v2: https://shiporskip.io/tool/openai-o3-mini-v2-faster-inference-reduced-pricing - Claude 4 Opus API: https://shiporskip.io/tool/claude-4-opus-api-general-availability - Llama 4 Scout Fine-Tuning Toolkit: https://shiporskip.io/tool/meta-llama-4-scout-fine-tuning-toolkit-hugging-face - Mistral Large 3: https://shiporskip.io/tool/mistral-large-3-128k-context-function-calling - Code Llama 4: https://shiporskip.io/tool/meta-code-llama-4-agentic-tool-use - AWS Bedrock Continuous Learning API for Real-Time Fine-Tuning: https://shiporskip.io/tool/aws-bedrock-continuous-learning-api - Vercel AI Gateway: https://shiporskip.io/tool/vercel-ai-gateway-unified-llm-routing-observability - GPT-5 Turbo (2M Context): https://shiporskip.io/tool/openai-gpt-5-turbo-2m-token-context-window - Command R Ultra: https://shiporskip.io/tool/cohere-command-r-ultra-256k-context-enterprise-rag - SAM 3 (Segment Anything Model 3): https://shiporskip.io/tool/meta-sam-3-segment-anything-real-time-video - Llama 3.3 405B Quantized: https://shiporskip.io/tool/meta-llama-3-3-405b-quantized-single-node-deployment - Cursor 1.0: https://shiporskip.io/tool/cursor-1-0-launch-background-agent-team-features - Replit Agent 2.0: https://shiporskip.io/tool/replit-agent-2-0-full-stack-deployment-autonomous-debugging - Mistral Medium 3 (72B Instruct): https://shiporskip.io/tool/mistral-3-medium-72b-open-weight-instruct - Claude Code 1.5: https://shiporskip.io/tool/anthropic-claude-code-1-5-autonomous-repo-management - Runway Gen-4 Turbo: https://shiporskip.io/tool/runway-gen-4-turbo-real-time-video-60fps - Vercel AI SDK 5.0: https://shiporskip.io/tool/vercel-ai-sdk-5-mcp-support-streaming-tool-calls - Codex CLI 2.0: https://shiporskip.io/tool/openai-codex-cli-2-local-execution-multi-file-editing - SmolLM3: https://shiporskip.io/tool/hugging-face-smollm3-3b-on-device-inference - v0 3.0 by Vercel: https://shiporskip.io/tool/vercel-v0-3-full-stack-ai-code-generation-database - Codestral 2.0: https://shiporskip.io/tool/mistral-codestral-2-128k-context-function-calling - Llama 4 Scout API with Real-Time Web Grounding: https://shiporskip.io/tool/meta-llama-4-scout-api-real-time-web-grounding - Llama 4 Scout Quantized: https://shiporskip.io/tool/meta-llama-4-scout-quantized-on-device-deployment - Perplexity Deep Research API: https://shiporskip.io/tool/perplexity-ai-deep-research-api-enterprise - Mistral 3 Small (24B): https://shiporskip.io/tool/mistral-3-small-24b-open-weight-edge-model - Claude Artifacts 2.0: https://shiporskip.io/tool/claude-artifacts-2-real-time-collaboration - Microsoft Copilot Studio – Autonomous Agent Scheduling & SAP Connector: https://shiporskip.io/tool/copilot-studio-autonomous-agent-scheduling-sap-connector - Mistral 8x22B v2: https://shiporskip.io/tool/mistral-8x22b-v2-open-source-instruction-following - GPT-5 Fine-Tuning API: https://shiporskip.io/tool/openai-gpt-5-fine-tuning-api-public-beta - Perplexity AI Sonar Pro 2 API: https://shiporskip.io/tool/perplexity-sonar-pro-2-api-grounded-reasoning - Claude 4 Sonnet: https://shiporskip.io/tool/claude-4-sonnet-extended-thinking-500k-context - Hugging Face Inference Providers Marketplace: https://shiporskip.io/tool/hugging-face-inference-providers-marketplace-pay-per-token - Cursor Background Agents: https://shiporskip.io/tool/cursor-background-agents-autonomous-codebase-tasks - Azure AI Foundry Real-Time Voice API & Model Router: https://shiporskip.io/tool/azure-ai-foundry-real-time-voice-api-model-router - Cohere Command R3: https://shiporskip.io/tool/cohere-command-r3-tool-calling-256k-context - Gemini Nano 3 Open Weights: https://shiporskip.io/tool/google-deepmind-gemini-nano-3-open-source-weights - Llama 4 Scout 70B Instruct: https://shiporskip.io/tool/meta-llama-4-scout-70b-instruct-open-source - Llama 4 Scout Fine-Tuning Toolkit: https://shiporskip.io/tool/meta-llama4-scout-fine-tuning-toolkit-hugging-face - GPT-5 Mini API: https://shiporskip.io/tool/gpt-5-mini-api-reduced-pricing - Claude 4 Opus: https://shiporskip.io/tool/anthropic-claude-4-opus-extended-thinking-1m-context - Microsoft Copilot Studio Voice Agents: https://shiporskip.io/tool/microsoft-copilot-studio-real-time-voice-agents-azure-ai-foundry - Mistral 3B Edge Model: https://shiporskip.io/tool/mistral-3b-edge-model-on-device-inference - SmolAgents 2.0: https://shiporskip.io/tool/hugging-face-smollagents-2-visual-workflow-builder - Claude 4 Opus: https://shiporskip.io/tool/anthropic-claude-4-opus-autonomous-agent-capabilities - Cursor Agent Mode 2.0: https://shiporskip.io/tool/cursor-agent-mode-2-multi-file-autonomous-editing - Mistral-Next 70B: https://shiporskip.io/tool/mistral-ai-open-sources-mistral-next-70b-apache-2 - Meta Movie Gen 2 API: https://shiporskip.io/tool/meta-movie-gen-2-video-generation-api - Gemma 3n: https://shiporskip.io/tool/google-deepmind-gemma-3n-open-source-on-device-ai - Vercel AI Gateway (v0): https://shiporskip.io/tool/vercel-ai-gateway-rate-limiting-model-fallback-v0 - Azure AI Foundry SDK v3: https://shiporskip.io/tool/azure-ai-foundry-sdk-v3-unified-model-router-observability - Mistral Medium 3: https://shiporskip.io/tool/mistral-medium-3-128k-context-function-calling - v0 3.0 by Vercel: https://shiporskip.io/tool/vercel-v0-3-full-stack-app-generation-github-sync - Nvidia NIM Agent Blueprints 2.0: https://shiporskip.io/tool/nvidia-nim-agent-blueprints-2-agentic-ai-pipelines - GitHub Copilot Autonomous PR Review & Auto-Fix Agent: https://shiporskip.io/tool/github-copilot-autonomous-pr-review-auto-fix-agent - Cohere Command R Ultra: https://shiporskip.io/tool/cohere-command-r-ultra-grounded-enterprise-search - Codestral 2.5: https://shiporskip.io/tool/mistral-codestral-2-5-256k-context-agent-tooling - Codex CLI v2.0: https://shiporskip.io/tool/openai-codex-cli-v2-local-model-support - OpenAI o3 Pro in ChatGPT: https://shiporskip.io/tool/openai-o3-pro-chatgpt-extended-thinking - Runway Gen-4 Turbo: https://shiporskip.io/tool/runway-gen-4-turbo-real-time-video-generation - Code Llama 4 (70B & 400B): https://shiporskip.io/tool/meta-code-llama-4-70b-400b-open-source - Replit Agent 2.0: https://shiporskip.io/tool/replit-agent-2-full-stack-deployment-github-sync - Azure AI Foundry Agent Observability Dashboard: https://shiporskip.io/tool/azure-ai-foundry-real-time-agent-observability-dashboard - Vercel AI SDK 5.0: https://shiporskip.io/tool/vercel-ai-sdk-5-unified-multi-provider-streaming - Perplexity Sonar Pro 2 API: https://shiporskip.io/tool/perplexity-sonar-pro-2-api-deep-research-citation-streaming - Mistral 3 8B & 70B Instruct (Open Source): https://shiporskip.io/tool/mistral-ai-open-sources-mistral-3-8b-70b-instruct-models - Mistral Code: https://shiporskip.io/tool/mistral-code-dedicated-coding-model-vscode-extension - Cursor 2.0: https://shiporskip.io/tool/cursor-2-0-background-agent-mode-multi-repo-context - SmolAgents 1.0: https://shiporskip.io/tool/hugging-face-smolagents-1-0-stable-production-ready-framework - Odysseus: https://shiporskip.io/tool/odysseus - Claude 4 Sonnet: https://shiporskip.io/tool/anthropic-claude-4-sonnet-1m-token-context-agentic-tool-use - Replit Agent Pro Collaborative Multi-Agent Sessions: https://shiporskip.io/tool/replit-agent-pro-real-time-collaborative-multi-agent-coding - OpenAI Realtime API Voice Agents SDK: https://shiporskip.io/tool/openai-realtime-api-voice-agents-sdk-developers - LangGraph Cloud: https://shiporskip.io/tool/langgraph-cloud-ga-persistent-state-time-travel-debugging - SmolLM3: https://shiporskip.io/tool/hugging-face-smollm3-3b-on-device-model-rivaling-7b - Llama 4 Scout Quantized (Edge): https://shiporskip.io/tool/meta-llama-4-scout-quantized-edge-deployment - Llama 4 Scout Fine-Tuning Toolkit: https://shiporskip.io/tool/meta-llama-4-scout-finetuning-toolkit-rlhf-support - Hugging Face Inference Providers Marketplace: https://shiporskip.io/tool/hugging-face-inference-providers-marketplace-one-click-deployment - OpenAI GPT-5 Mini API with Structured Outputs Overhaul: https://shiporskip.io/tool/openai-gpt-5-mini-api-structured-outputs-overhaul - Mistral Large 3 (Apache 2.0 Open Source): https://shiporskip.io/tool/mistral-large-3-open-source-apache-2 - Azure AI Foundry Agent Service: https://shiporskip.io/tool/microsoft-azure-ai-foundry-agent-service-ga-multi-agent-orchestration - Codestral 2.1: https://shiporskip.io/tool/mistral-codestral-2-1-real-time-code-completion-fim-support - Le Chat Enterprise: https://shiporskip.io/tool/mistral-le-chat-enterprise-on-premise-deployment - SeamlessStreaming V2: https://shiporskip.io/tool/meta-seamlessstreaming-v2-real-time-speech-translation - GitHub Copilot Autonomous Agent: https://shiporskip.io/tool/github-copilot-autonomous-pr-review-multi-file-refactoring-agent - OpenAI o3-mini Pro: https://shiporskip.io/tool/openai-o3-mini-pro-512k-context-window - Microsoft Copilot Studio Voice Agent Builder: https://shiporskip.io/tool/microsoft-copilot-studio-real-time-voice-agent-builder - Azure AI Foundry Voice Agent SDK: https://shiporskip.io/tool/microsoft-azure-ai-foundry-real-time-voice-agent-sdk-public-preview - Cohere Command R4: https://shiporskip.io/tool/cohere-command-r4-256k-context-rag-improvements - Cursor 1.0: https://shiporskip.io/tool/cursor-1-0-background-agent-project-memory - SmolVLM2-2B: https://shiporskip.io/tool/hugging-face-smolvlm2-2b-compact-vision-language-model-on-device - SmolVLM-3B: https://shiporskip.io/tool/hugging-face-smolvlm-3b-edge-vision-language-model - Meta Llama 4 Scout & Maverick API: https://shiporskip.io/tool/meta-llama-4-scout-maverick-api-launch - Mistral Medium 3: https://shiporskip.io/tool/mistral-medium-3-api-128k-context - Mistral 4B Edge: https://shiporskip.io/tool/mistral-4b-edge-on-device-inference-model - Mistral 8x22B Instruct v2: https://shiporskip.io/tool/mistral-8x22b-instruct-v2-open-source-apache - Vercel AI SDK 5.0: https://shiporskip.io/tool/vercel-ai-sdk-5-unified-streaming-multi-provider-routing-edge-agent-support - Claude 4 Opus: https://shiporskip.io/tool/anthropic-claude-4-opus-extended-thinking-1m-token-context - Codex CLI 2.0: https://shiporskip.io/tool/openai-codex-cli-2-autonomous-multi-file-editing - Azure AI Foundry SDK v2: https://shiporskip.io/tool/azure-ai-foundry-sdk-v2-unified-agent-orchestration - Mistral 9B Edge: https://shiporskip.io/tool/mistral-9b-edge-open-source-on-device-model - SmolAgents 2.0: https://shiporskip.io/tool/hugging-face-smolagents-2-mcp-client - v0 3.0 by Vercel: https://shiporskip.io/tool/vercel-v0-3-full-stack-generation-database-schema - Replit AI Agent 2.0: https://shiporskip.io/tool/replit-ai-agent-2-full-stack-app-deployment-natural-language - Perplexity Deep Research API: https://shiporskip.io/tool/perplexity-deep-research-api-enterprise - Mistral 3 Small: https://shiporskip.io/tool/mistral-3-small-on-device-model - Mistral 8B Instruct v3: https://shiporskip.io/tool/mistral-8b-instruct-v3-function-calling-json-mode - Mistral Large 3: https://shiporskip.io/tool/mistral-large-3-128k-context-multilingual-code - SmolLM3: https://shiporskip.io/tool/hugging-face-smollm3-3b-on-device-model - Meta Llama 4 Maverick Fine-Tuning Toolkit: https://shiporskip.io/tool/meta-llama-4-maverick-fine-tuning-toolkit-open-source - Llama 4 Scout Quantized: https://shiporskip.io/tool/meta-llama-4-scout-quantized-on-device-inference - 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Cursor 3: https://shiporskip.io/tool/cursor-3-parallel-agents-design-mode-composer-2-ide-2026 - GitNexus: https://shiporskip.io/tool/gitnexus-zero-server-graph-rag-code-browser-2026 - NVIDIA Ising: https://shiporskip.io/tool/nvidia-ising-open-ai-quantum-computing-calibration-decoding-2026 - Claude Connectors: https://shiporskip.io/tool/claude-connectors-anthropic-spotify-uber-instacart-200-apps-2026 - Open Generative AI: https://shiporskip.io/tool/open-generative-ai-uncensored-studio-200-models-mit-flux-sora-2026 - Happenstance: https://shiporskip.io/tool/happenstance-ai-network-search-linkedin-gmail-yc-professional-2026 - Qwen3.6-27B: https://shiporskip.io/tool/qwen36-27b-alibaba-open-source-multimodal-april-2026 - MiMo-V2.5 ASR: https://shiporskip.io/tool/mimo-v25-asr-xiaomi-open-source-bilingual-dialect-asr-2026 - WUPHF: https://shiporskip.io/tool/wuphf-multi-agent-office-open-source-llm-wiki-collaboration-2026 - Clawdi: https://shiporskip.io/tool/clawdi-cloud-ai-agent-platform-phala-tee-openclaw-hermes-2026 - 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Stash: https://shiporskip.io/tool/stash-open-source-persistent-memory-ai-agents-pgvector-mcp-2026 - free-claude-code: https://shiporskip.io/tool/free-claude-code-proxy-nvidia-nim-openrouter-alternative-providers-2026 - Dune: https://shiporskip.io/tool/dune-context-aware-ai-keypad-mac-agent-triggers-2026 - RankAI: https://shiporskip.io/tool/rankai-yc-seo-geo-autonomous-agent-organic-traffic-2026 - Grok Voice Think Fast 1.0: https://shiporskip.io/tool/grok-voice-think-fast-1-xai-voice-api-enterprise-agentic-2026 - Inrō AI: https://shiporskip.io/tool/inro-ai-instagram-dm-agent-crm-automation-2026 - ZeroHuman: https://shiporskip.io/tool/zerohuman-ai-cofounder-openclaw-paperclip-spud-autonomous-biz-2026 - PromptPaste: https://shiporskip.io/tool/promptpaste-native-apple-app-prompt-library-mac-iphone-ipad-2026 - Roo Code: https://shiporskip.io/tool/roo-code-vscode-ai-dev-team-modes-architect-debug-mcp-2026 - Matt Pocock Skills: https://shiporskip.io/tool/mattpocock-skills-claude-agent-skill-library-typescript-mit-2026 - Gemini CLI: https://shiporskip.io/tool/gemini-cli-google-open-source-terminal-agent-mcp-1m-context-apache-2026 - MiniMax M2.7: https://shiporskip.io/tool/minimax-m27-230b-moe-open-weights-agentic-reasoning-2026 - Awesome Codex Skills: https://shiporskip.io/tool/awesome-codex-skills-composio-1000-apps-workflow-automation-2026 - ds2api: https://shiporskip.io/tool/ds2api-go-middleware-deepseek-openai-claude-multiformat-rotation-2026 - Mnemos: https://shiporskip.io/tool/mnemos-claude-desktop-local-memory-vector-semantic-3d-mcp-2026 - XChat: https://shiporskip.io/tool/xchat-x-twitter-encrypted-messaging-grok-ai-ios-no-phone-number-2026 - Grok Build: https://shiporskip.io/tool/grok-build-xai-cli-local-first-parallel-agents-coding-arena-2026 - AI Designer MCP: https://shiporskip.io/tool/ai-designer-mcp-claude-code-codebase-ui-generation-design-2026 - DeepEP: https://shiporskip.io/tool/deepep-deepseek-moe-expert-parallel-cuda-nvlink-rdma-open-source-2026 - QwenPaw: https://shiporskip.io/tool/qwenpaw-personal-ai-assistant-local-multi-channel-skills-2026 - Agent Governance Toolkit: https://shiporskip.io/tool/microsoft-agent-governance-toolkit-owasp-runtime-security-2026 - Typewise AI: https://shiporskip.io/tool/typewise-ai-customer-service-orchestrated-agents-2026 - GLM-5V-Turbo: https://shiporskip.io/tool/glm-5v-turbo-zai-native-multimodal-vision-coding-2026 - Reloop Animation Studio: https://shiporskip.io/tool/reloop-animation-studio-pixar-clay-manga-ai-video-2026 - ASI:One: https://shiporskip.io/tool/asi-one-personal-ai-memory-networked-agents-fetch-2026 - BAND: https://shiporskip.io/tool/band-universal-agent-orchestrator-17m-seed-2026 - Thunderbolt: https://shiporskip.io/tool/thunderbolt-thunderbird-open-source-ai-framework-privacy-no-lock-in-2026 - Intent: https://shiporskip.io/tool/intent-augment-code-multi-agent-living-spec-feature-ship-2026 - CC-Canary: https://shiporskip.io/tool/cc-canary-delta-claude-code-regression-drift-detection-local-2026 - Browser Harness: https://shiporskip.io/tool/browser-harness-browser-use-self-healing-llm-cdp-chrome-mit-2026 - Claude Context: https://shiporskip.io/tool/claude-context-zilliz-semantic-code-search-mcp-vector-hybrid-2026 - How LLMs Work: https://shiporskip.io/tool/how-llms-work-interactive-visual-karpathy-educational-2026 - Suno v5.5: https://shiporskip.io/tool/suno-v55-voices-custom-models-my-taste-ai-music-2026 - Qwen3.5-Omni: https://shiporskip.io/tool/qwen35-omni-alibaba-native-multimodal-audio-video-vibe-coding-2026 - Endless Toil: https://shiporskip.io/tool/endless-toil-audio-agent-code-review-groans-codex-claude-2026 - CallingBox: https://shiporskip.io/tool/callingbox-yc-ai-phone-calling-api-json-structured-2026 - Google ADK 2.0: https://shiporskip.io/tool/google-adk-2-python-typescript-open-source-agent-framework-2026 - Spira AI: https://shiporskip.io/tool/spira-ai-influencer-agents-24-7-social-media-brand-trend-aware-2026 - Codex 3.0: https://shiporskip.io/tool/codex-3-openai-gpt-5-5-autopilot-agentic-build-test-debug-2026 - oh-my-codex (OMX): https://shiporskip.io/tool/oh-my-codex-omx-multi-agent-orchestration-codex-cli-tdd-memory-2026 - 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Kollab: https://shiporskip.io/tool/kollab-ai-team-agents-slack-native-skills-persistent-memory-2026 - Monid: https://shiporskip.io/tool/monid-ai-agent-wallet-autonomous-payments-api-tools-2026 - Tencent Hy3-preview: https://shiporskip.io/tool/tencent-hy3-preview-295b-moe-open-source-frontier-21b-active-2026 - Claude Design: https://shiporskip.io/tool/claude-design-anthropic-labs-visual-prototyping-figma-export-2026 - Azure Foundry Hosted Agents: https://shiporskip.io/tool/azure-foundry-hosted-agents-per-session-sandboxed-scale-zero-2026 - Magic Patterns Agent 2.0: https://shiporskip.io/tool/magic-patterns-agent-2-yc-react-ui-figma-export-conversational-2026 - free-claude-code: https://shiporskip.io/tool/free-claude-code-proxy-nvidia-nim-openrouter-local-llm-2026 - context-mode: https://shiporskip.io/tool/context-mode-mcp-server-98-percent-context-reduction-sqlite-bm25-2026 - ml-intern: https://shiporskip.io/tool/ml-intern-huggingface-autonomous-ml-engineer-agent-300-iterations-2026 - Open Generative AI: https://shiporskip.io/tool/open-generative-ai-self-hosted-200-models-flux-kling-sora-veo-mit-2026 - 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TRELLIS.2 for Mac: https://shiporskip.io/tool/trellis-2-apple-silicon-image-to-3d-metal-pbr-mac-mit-2026 - ChatGPT for Clinicians: https://shiporskip.io/tool/chatgpt-for-clinicians-openai-gpt54-free-physicians-2026 - VibeAround: https://shiporskip.io/tool/vibearound-tauri-coding-agent-telegram-slack-discord-mobile-bridge-2026 - PageOn.AI 3.0: https://shiporskip.io/tool/pageon-ai-30-multi-format-visual-agent-slides-3d-live-data-2026 - Seeknal: https://shiporskip.io/tool/seeknal-data-ml-cli-natural-language-iceberg-postgres-agent-pipelines-2026 - Stet: https://shiporskip.io/tool/stet-local-macos-dictation-ai-voice-preservation-open-source-2026 - Euphony: https://shiporskip.io/tool/euphony-openai-codex-agent-session-log-visualizer-apache-2026 - Bonsai-8B: https://shiporskip.io/tool/bonsai-8b-prismml-1bit-llm-iphone-1-15gb-apache-edge-ai-2026 - Shannon: https://shiporskip.io/tool/shannon-keygraph-autonomous-ai-pentester-owasp-exploit-poc-agpl-2026 - Browser Harness: https://shiporskip.io/tool/browser-harness-browser-use-self-healing-llm-automation-cdp-592-lines-2026 - Cai: https://shiporskip.io/tool/cai-local-macos-ai-shortcut-keyboard-ministral-no-cloud-no-account-mit-2026 - WorldMonitor: https://shiporskip.io/tool/worldmonitor-global-intelligence-dashboard-3d-globe-500-feeds-ollama-agpl-2026 - Vercel Skills: https://shiporskip.io/tool/vercel-labs-skills-cross-agent-skill-installer-claude-cursor-windsurf-2026 - Google ADK: https://shiporskip.io/tool/google-adk-python-agent-development-kit-multiagent-vertex-gemini-open-source-2026 - Goose: https://shiporskip.io/tool/block-goose-local-first-ai-agent-rust-mcp-jack-dorsey-2026 - SpeakON: https://shiporskip.io/tool/speakon-magsafe-voice-ai-device-post-keyboard-hardware-2026 - Stanley for X: https://shiporskip.io/tool/stanley-for-x-ai-head-of-content-twitter-automated-strategy-posting-2026 - NVIDIA Ising: https://shiporskip.io/tool/nvidia-ising-open-ai-models-quantum-computing-acceleration-2026 - Broccoli: https://shiporskip.io/tool/broccoli-self-hosted-linear-github-pr-agent-dual-claude-codex-2026 - Toki 2.0: https://shiporskip.io/tool/toki-2-idea-to-calendar-ai-planning-scheduling-indie-2026 - OpenAI Privacy Filter: https://shiporskip.io/tool/openai-privacy-filter-1-5b-pii-detection-redaction-apache-open-weight-2026 - Kling 4.0: https://shiporskip.io/tool/kling-4-kuaishou-ai-video-multi-shot-cinematic-lip-sync-2026 - Qwen3.6-27B: https://shiporskip.io/tool/qwen36-27b-alibaba-dense-coding-model-open-source-swe-bench-2026 - Chrome AI Co-Worker: https://shiporskip.io/tool/chrome-ai-coworker-google-gemini-enterprise-auto-browse-workplace-2026 - RAG-Anything: https://shiporskip.io/tool/rag-anything-hkuds-multimodal-rag-pdf-images-tables-math-knowledge-graph-2026 - Pixelle-Video: https://shiporskip.io/tool/pixelle-video-aidc-ai-automated-short-video-engine-comfyui-ollama-tts-2026 - RuView: https://shiporskip.io/tool/ruview-wifi-densepose-camera-free-human-pose-vital-signs-esp32-snn-2026 - TrendRadar: https://shiporskip.io/tool/trendradar-ai-trend-monitor-mcp-litellm-multisource-rss-telegram-slack-2026 - Nova Recruiter: https://shiporskip.io/tool/nova-recruiter-agentic-ai-talent-sourcing-800m-profiles-merit-ranking-2026 - 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RuView: https://shiporskip.io/tool/ruview-wifi-densepose-human-pose-esp32-2026 - Ling-2.6-Flash: https://shiporskip.io/tool/ling-26-flash-inclusionai-ant-group-104b-moe-74b-active-openrouter-2026 - Claw Code: https://shiporskip.io/tool/claw-code-open-source-claude-agent-harness-2026 - MemPalace: https://shiporskip.io/tool/mempalace-ai-persistent-memory-longmemeval-2026 - Devaito: https://shiporskip.io/tool/devaito-ai-business-autopilot-website-store-seo-social-agents-2026 - OpenMythos: https://shiporskip.io/tool/openmythos-claude-mythos-recurrent-depth-transformer-pytorch-reconstruction-2026 - Zindex: https://shiporskip.io/tool/zindex-stateful-diagram-runtime-ai-agents-dsp-svg-2026 - CrabTrap: https://shiporskip.io/tool/crabtrap-brex-ai-agent-security-proxy-go-policy-audit-open-source-2026 - ChatGPT Images 2.0: https://shiporskip.io/tool/chatgpt-images-20-gpt-image-2-openai-4096px-text-rendering-o-series-2026 - Charlie Labs Daemons: https://shiporskip.io/tool/charlie-labs-daemons-background-ai-agents-repo-maintenance-2026 - 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MLJAR Studio: https://shiporskip.io/tool/mljar-studio-conversational-notebooks-local-ollama-ai-jupyter-reimagined-2026 - Pegasus 1.5: https://shiporskip.io/tool/pegasus-15-twelvelabs-2hr-video-structured-metadata-schema-api-2026 - Waydev: https://shiporskip.io/tool/waydev-ai-sdlc-measurement-copilot-cursor-claude-code-roi-comparison-2026 - QA Crow: https://shiporskip.io/tool/qa-crow-plain-english-browser-testing-ryan-merket-real-browsers-2026 - RealStars: https://shiporskip.io/tool/realstars-fake-github-star-detector-cmu-starscout-chrome-claude-2026 - World Monitor: https://shiporskip.io/tool/worldmonitor-koala73-realtime-global-intelligence-3d-globe-local-ai-2026 - dotclaude: https://shiporskip.io/tool/dotclaude-multi-agent-tmux-cli-collaborate-no-extra-api-2026 - GLM-5.1: https://shiporskip.io/tool/glm-51-zhipu-ai-744b-moe-mit-open-weights-swe-bench-2026 - Google ADK: https://shiporskip.io/tool/google-adk-python-agent-development-kit-multi-agent-orchestration-2026 - Verdent: https://shiporskip.io/tool/verdent-ai-technical-cofounder-autonomous-builder-offline-2026 - trellis-mac: https://shiporskip.io/tool/trellis-mac-image-to-3d-apple-silicon-mps-no-nvidia-2026 - omi: https://shiporskip.io/tool/omi-basedhardware-ambient-ai-screen-listener-companion-2026 - Embedist: https://shiporskip.io/tool/embedist-ai-embedded-firmware-ide-tauri-esp32-arduino-2026 - Makko AI: https://shiporskip.io/tool/makko-ai-2d-game-art-playable-games-no-code-no-drawing-2026 - TurboQuant WASM: https://shiporskip.io/tool/turboquant-wasm-vector-compression-6x-webgpu-iclr-2026 - Browser Use — Agent CAPTCHA: https://shiporskip.io/tool/browser-use-captcha-for-agents-self-registration-math-challenge-2026 - Assemble: https://shiporskip.io/tool/assemble-cohesium-ai-coding-config-34-agents-21-platforms-2026 - T3 Code: https://shiporskip.io/tool/t3-code-pinggg-web-gui-coding-agents-codex-claude-2026 - Hermes Agent: https://shiporskip.io/tool/hermes-agent-nous-research-self-improving-open-source-65k-stars-2026 - FinceptTerminal: https://shiporskip.io/tool/fincept-terminal-bloomberg-alternative-37-ai-agents-cpp-finance-2026 - 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Qwen3 Family: https://shiporskip.io/tool/qwen3-alibaba-235b-moe-dense-family-8models-thinking-0-2026 - Voicebox: https://shiporskip.io/tool/voicebox-local-tts-studio-7-engines-zero-shot-cloning-timeline-2026 - VoxCPM2: https://shiporskip.io/tool/voxcpm2-openmbm-tokenizer-free-tts-30-languages-voice-design-2026 - OpenMythos: https://shiporskip.io/tool/openmythos-pytorch-reconstruction-claude-mythos-770m-parameter-2026 - qsag-core: https://shiporskip.io/tool/qsag-core-neoxyber-mcp-agent-security-prompt-injection-tool-poisoning-2026 - Archon: https://shiporskip.io/tool/archon-coleam00-ai-coding-workflows-yaml-deterministic-reproducible-2026 - MemPalace: https://shiporskip.io/tool/mempalace-ai-memory-verbatim-local-llm-zero-api-cost-viral-2026 - Thunderbolt: https://shiporskip.io/tool/thunderbolt-mozilla-mzla-self-hosted-enterprise-ai-client-haystack-2026 - ElevenCreative: https://shiporskip.io/tool/elevencreative-elevenlabs-flows-audio-video-image-canvas-localization-2026 - Ovren: https://shiporskip.io/tool/ovren-ai-engineers-backlog-github-pr-frontend-backend-2026 - Mozilla 0DIN AI Scanner: https://shiporskip.io/tool/mozilla-0din-ai-scanner-llm-security-garak-owasp-open-source-2026 - Qwen3.6-35B-A3B: https://shiporskip.io/tool/qwen3-6-35b-a3b-alibaba-moe-3b-active-agentic-coding-apache-2026 - Claude Opus 4.7: https://shiporskip.io/tool/claude-opus-47-anthropic-87-swe-bench-1m-context-routines-2026 - AgentID: https://shiporskip.io/tool/agentid-portable-ai-identity-memory-beliefs-mcp-multimodel-2026 - Passmark: https://shiporskip.io/tool/passmark-dev-ai-regression-testing-playwright-plain-english-redis-2026 - Avina: https://shiporskip.io/tool/avina-ai-gtm-b2b-sales-agents-icp-linkedin-enrichment-abm-2026 - DFlash: https://shiporskip.io/tool/dflash-block-diffusion-speculative-decoding-vllm-sglang-2026 - stagewise: https://shiporskip.io/tool/stagewise-browser-native-frontend-coding-agent-live-dom-2026 - smolvm: https://shiporskip.io/tool/smolvm-microvm-ai-agent-sandboxing-rust-libkrun-sub-200ms-2026 - VibeVoice: https://shiporskip.io/tool/vibevoice-microsoft-next-token-diffusion-multispeaker-tts-2026 - 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wacli: https://shiporskip.io/tool/wacli-whatsapp-cli-offline-search-steipete-go-2026 - Microsoft Copilot Studio: https://shiporskip.io/tool/microsoft-copilot-studio-mcp-server-multi-agent-orchestration - SmolAgents 2.0: https://shiporskip.io/tool/hugging-face-smolagents-2-visual-debugging-multi-agent-orchestration - Cohere Command R2: https://shiporskip.io/tool/cohere-command-r2-native-sql-data-analysis-mode - ClawTrace: https://shiporskip.io/tool/clawtrace-real-time-ai-agent-swarm-monitoring-sse-zero-knowledge-guardrails-2026 - Microsoft Copilot Studio Autonomous Agent Flows with Approval Gating: https://shiporskip.io/tool/microsoft-copilot-studio-autonomous-agent-flows-approval-gating - Kronos: https://shiporskip.io/tool/kronos-financial-foundation-model-candlestick-ohlcv-aaai-2026-open-source - VoxCPM2: https://shiporskip.io/tool/voxcpm2-openbmb-tokenizer-free-tts-30-languages-voice-cloning-diffusion-2026 - MiniAi: https://shiporskip.io/tool/miniai-macos-menubar-select-text-option-space-ai-explain-floating-panel-2026 - Claude 4 Sonnet: https://shiporskip.io/tool/anthropic-claude-4-sonnet-tool-use-computer-control - Agent Armor: https://shiporskip.io/tool/agent-armor-rust-zero-trust-governance-runtime-ai-agents-langchain-crewai-2026 - Open Agents (Vercel Labs): https://shiporskip.io/tool/open-agents-vercel-labs-durable-cloud-coding-agent-workflow-sandbox-2026 - claude-mem: https://shiporskip.io/tool/claude-mem-persistent-session-memory-plugin-claude-code-ai-compressed-2026 - Cognee: https://shiporskip.io/tool/cognee-knowledge-engine-ai-agent-memory-graph-vector-python-2026 - Multica: https://shiporskip.io/tool/multica-open-source-agent-team-management-coding-skill-compound-2026 - Stagewise: https://shiporskip.io/tool/stagewise-browser-native-coding-agent-dom-console-frontend-yc-2026 - claudectl: https://shiporskip.io/tool/claudectl-multi-session-supervisor-claude-code-budget-tui-open-source-2026 - TurboOCR: https://shiporskip.io/tool/turboocr-gpu-accelerated-ocr-server-tensorrt-cuda-1200-imgs-per-second-2026 - Qwen3.6-35B-A3B: https://shiporskip.io/tool/qwen3-6-35b-a3b-moe-alibaba-262k-context-coding-2026 - LangAlpha: https://shiporskip.io/tool/langalpha-open-source-financial-research-agent-claude-sandboxed-workspaces-2026 - Kelet: https://shiporskip.io/tool/kelet-ai-root-cause-analysis-llm-app-failures-prompt-patches-2026 - Magika: https://shiporskip.io/tool/google-magika-ai-file-detection-deep-learning-200-types-2026 - Pretty Fish: https://shiporskip.io/tool/pretty-fish-free-mermaid-diagram-editor-pwa-svg-export-2026 - Terrarium: https://shiporskip.io/tool/terrarium-evolvent-ai-stateful-llm-agent-evaluation-engine-2026 - Feynman Tutor: https://shiporskip.io/tool/feynman-tutor-ai-skill-inverted-teaching-claude-cursor-windsurf-2026 - Kronos: https://shiporskip.io/tool/kronos-foundation-model-financial-markets-candlesticks-45-exchanges-open-source-2026 - Rowboat: https://shiporskip.io/tool/rowboat-open-source-ai-coworker-knowledge-graph-markdown-yc-2026 - FuseAI: https://shiporskip.io/tool/fuseai-yc-agentic-sales-platform-outbound-leads-linkedin-email-2026 - oh-my-codex (OMX): https://shiporskip.io/tool/oh-my-codex-omx-orchestration-openai-codex-cli-agent-teams-hooks-2026 - AI Edge Gallery: https://shiporskip.io/tool/ai-edge-gallery-google-on-device-llm-gemma-4-android-ios-mobile-2026 - CC-Beeper: https://shiporskip.io/tool/cc-beeper-macos-floating-widget-claude-code-pixel-art-voice-2026 - Archon: https://shiporskip.io/tool/archon-coleam00-yaml-workflow-engine-ai-coding-agents-deterministic-2026 - Intent: https://shiporskip.io/tool/intent-augment-code-multi-agent-living-specs-isolated-workspaces-2026 - GenericAgent: https://shiporskip.io/tool/genericagent-self-evolving-skill-tree-local-computer-control-mit-2026 - Clide: https://shiporskip.io/tool/clide-ai-native-macos-terminal-grid-panes-swiftui-agent-2026 - GLM-5.1: https://shiporskip.io/tool/glm-5-1-z-ai-754b-open-source-swe-bench-pro-coding-model-2026 - Voicebox: https://shiporskip.io/tool/voicebox-open-source-local-tts-voice-studio-jamiepine-2026 - Qwen3-Coder-Next: https://shiporskip.io/tool/qwen3-coder-next-alibaba-80b-moe-3b-active-apache-coding-agent-ollama-2026 - 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atlas-detect: https://shiporskip.io/tool/atlas-detect-mitre-atlas-llm-security-rust-97-rules-2026 - Lovable Desktop App: https://shiporskip.io/tool/lovable-desktop-app-tabs-local-mcp-projects-ai-fullstack-2026 - SMF (Semantic Memory Filesystem): https://shiporskip.io/tool/smf-semantic-memory-filesystem-posix-ai-agents-dynamis-2026 - Gemini 3.1 Flash TTS: https://shiporskip.io/tool/gemini-3-1-flash-tts-google-70-languages-audio-tags-multi-speaker-synthid-2026 - Dive into LLMs: https://shiporskip.io/tool/dive-into-llms-sjtu-open-curriculum-finetune-rlhf-rag-2026 - claude-mem: https://shiporskip.io/tool/claude-mem-persistent-memory-plugin-claude-code-sqlite-vector-search-2026 - Pixelle Video: https://shiporskip.io/tool/pixelle-video-aidc-automated-short-video-engine-comfyui-2026 - Caveman: https://shiporskip.io/tool/caveman-claude-code-token-compression-terse-llm-plugin-2026 - Google ADK: https://shiporskip.io/tool/google-adk-agent-development-kit-python-multi-agent-2026 - Meta Llama 4: https://shiporskip.io/tool/meta-llama-4-scout-maverick-open-weight-multimodal-moe-10m-context-2026 - Figma for Agents: https://shiporskip.io/tool/figma-for-agents-mcp-design-system-write-access-ai-canvas-2026 - Agent Lightning: https://shiporskip.io/tool/agent-lightning-microsoft-framework-agnostic-ai-agent-trainer-rl-2026 - Gemini CLI: https://shiporskip.io/tool/gemini-cli-google-open-source-terminal-ai-agent-2026 - Blender MCP: https://shiporskip.io/tool/blender-mcp-3d-modeling-claude-natural-language-mcp-2026 - OpenAI Codex CLI: https://shiporskip.io/tool/openai-codex-cli-terminal-coding-agent-o3-open-source-2026 - Karpathy Skills: https://shiporskip.io/tool/karpathy-skills-claudemd-four-principles-claude-code-behavior-2026 - Softr AI Co-Builder: https://shiporskip.io/tool/softr-ai-co-builder-no-code-business-app-database-logic-april-2026 - CatDoes v4: https://shiporskip.io/tool/catdoes-v4-ai-agent-autonomous-app-builder-mobile-web-compose-2026 - LangAlpha: https://shiporskip.io/tool/langalpha-financial-research-ai-agent-persistent-workspaces-llm-2026 - Goose: https://shiporskip.io/tool/goose-block-open-source-ai-agent-rust-15-llm-providers-aaif-2026 - Ithihasas: https://shiporskip.io/tool/ithihasas-ai-hindu-epics-character-explorer-ramayana-mahabharata-2026 - Ghost Pepper: https://shiporskip.io/tool/ghost-pepper-local-private-macos-speech-to-text-meeting-transcription-2026 - Hapax: https://shiporskip.io/tool/hapax-ai-workflow-monitor-auto-agent-builder-soc2-2026 - HeyGen CLI: https://shiporskip.io/tool/heygen-cli-terminal-video-avatar-generation-ai-agent-developer-api-2026 - Ovren: https://shiporskip.io/tool/ovren-ai-engineering-department-backlog-github-claude-openai-2026 - Claude Code Best Practices: https://shiporskip.io/tool/claude-code-best-practices-agentic-engineering-knowledge-base-2026 - Kontext CLI: https://shiporskip.io/tool/kontext-cli-ai-agent-ephemeral-credentials-oidc-go-open-source-2026 - ZeroID: https://shiporskip.io/tool/zeroid-highflame-open-source-identity-delegation-autonomous-ai-agents-2026 - Open Agents: https://shiporskip.io/tool/open-agents-vercel-background-coding-agent-reference-app-2026 - AI Hedge Fund: https://shiporskip.io/tool/ai-hedge-fund-multi-agent-stock-analysis-warren-buffett-cathie-wood-python-2026 - Superpowers: https://shiporskip.io/tool/obra-superpowers-agentic-skills-framework-tdd-claude-cursor-coding-2026 - Recall 2.0: https://shiporskip.io/tool/recall-2-personal-ai-knowledge-base-knowledge-graph-spaced-repetition-2026 - ElevenAgents Guardrails 2.0: https://shiporskip.io/tool/elevenagents-guardrails-2-voice-agent-safety-enterprise-prompt-injection-2026 - Nothing Ever Happens: https://shiporskip.io/tool/nothing-ever-happens-polymarket-no-bot-autonomous-prediction-2026 - Plain: https://shiporskip.io/tool/plain-python-framework-django-fork-agentic-era-humans-agents-2026 - ClawRun: https://shiporskip.io/tool/clawrun-ai-agent-hosting-persistent-sandbox-multi-channel-deploy-2026 - Yggdrasil: https://shiporskip.io/tool/yggdrasil-architectural-rule-enforcement-ai-agents-cursor-claude-code-2026 - Kelet: https://shiporskip.io/tool/kelet-root-cause-analysis-agent-llm-apps-production-debugging-2026 - WinScript: https://shiporskip.io/tool/winscript-windows-mcp-server-desktop-automation-applescript-equivalent-2026 - Clarm: https://shiporskip.io/tool/clarm-ai-inbound-lead-capture-qualify-route-saas-gtm-2026 - SigmaMind MCP: https://shiporskip.io/tool/sigmamind-mcp-voice-ai-agent-builder-developer-first-2026 - Kronos: https://shiporskip.io/tool/kronos-financial-foundation-model-kline-candlestick-ohlcv-transformer-2026 - ContextPool: https://shiporskip.io/tool/contextpool-cursor-claude-code-session-memory-mcp-engineering-insights-2026 - Multica: https://shiporskip.io/tool/multica-open-source-managed-agents-platform-coding-teammates-2026 - Deckpipe: https://shiporskip.io/tool/deckpipe-agent-first-slide-mcp-server-json-presentations-2026 - Voicebox: https://shiporskip.io/tool/voicebox-open-source-local-voice-synthesis-studio-elevenlabs-alternative-2026 - Brightbean Studio: https://shiporskip.io/tool/brightbean-studio-open-source-social-media-management-claude-2026 - Attie: https://shiporskip.io/tool/attie-bluesky-at-protocol-claude-custom-feeds-no-code-2026 - Alpic: https://shiporskip.io/tool/alpic-skybridge-ai-app-mcp-server-deployment-distribution-platform-2026 - 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AI Hedge Fund: https://shiporskip.io/tool/ai-hedge-fund-virattt-19-agents-warren-buffett-multi-investor-backtesting-2026 - Luma Agents: https://shiporskip.io/tool/luma-agents-creative-ai-multimodal-video-image-audio-2026 - Open Comet: https://shiporskip.io/tool/open-comet-autonomous-ai-browser-agent-research-dom-vision-local-byok-2026 - Cohere Transcribe: https://shiporskip.io/tool/cohere-transcribe-open-source-asr-14-languages-sota-2026 - Tokemon: https://shiporskip.io/tool/tokemon-macos-llm-token-monitor-claude-openrouter-chatgpt-floating-overlay-2026 - Sentō: https://shiporskip.io/tool/sento-agent-self-improving-claude-subscription-discord-telegram-slack-2026 - claude-cc: https://shiporskip.io/tool/claude-cc-branch-specific-session-resumption-git-claude-code-2026 - Ray Finance: https://shiporskip.io/tool/ray-finance-terminal-cfo-plaid-bank-ai-local-cli-open-source-2026 - Archon: https://shiporskip.io/tool/archon-ai-agent-workflow-orchestration-engine-yaml-phases-2026 - Nicelydone MCP: https://shiporskip.io/tool/nicelydone-mcp-140k-ui-screens-design-context-ai-agents-2026 - claude-mem: https://shiporskip.io/tool/claude-mem-persistent-memory-compression-claude-code-sessions-sqlite-vector-2026 - Edgee Codex Compressor: https://shiporskip.io/tool/edgee-codex-compressor-token-compression-claude-code-context-2026 - HY-OmniWeaving: https://shiporskip.io/tool/hy-omniweaving-tencent-hunyuan-video-gen-thinking-mode-2026 - LazyMoE: https://shiporskip.io/tool/lazymoe-120b-moe-on-8gb-ram-no-gpu-lazy-expert-loading-2026 - ORAC-NT: https://shiporskip.io/tool/orac-nt-medichem-copilot-drug-discovery-molecular-guardrails-2026 - Project Parliament: https://shiporskip.io/tool/project-parliament-multi-model-open-source-idea-deliberation-2026 - GLM-5.1: https://shiporskip.io/tool/glm-5-1-zai-zhipu-754b-moe-swe-bench-pro-coding-2026 - LFM2.5-VL: https://shiporskip.io/tool/lfm2-5-vl-liquid-ai-edge-vision-language-model-450m-2026 - git-why: https://shiporskip.io/tool/git-why-agent-reasoning-trace-version-control-commits-2026 - MOSS-TTS-Nano: https://shiporskip.io/tool/moss-tts-nano-01b-cpu-multilingual-realtime-voice-cloning-2026 - 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Wispr Flow: https://shiporskip.io/tool/wispr-flow-voice-dictation-4x-faster-100-languages-mac-windows-2026 - Ralph: https://shiporskip.io/tool/ralph-autonomous-ai-agent-loop-prd-claude-code-amp-cycles-2026 - Bonsai-8B: https://shiporskip.io/tool/bonsai-8b-prismml-1bit-llm-1gb-ram-caltech-2026 - Karpathy Coding Skills: https://shiporskip.io/tool/andrej-karpathy-skills-claude-md-llm-coding-principles-4-rules-2026 - pi-llm: https://shiporskip.io/tool/pi-llm-raspberry-pi-local-llm-server-hardware-control-tool-calling-2026 - MarkItDown v0.1: https://shiporskip.io/tool/markitdown-v01-microsoft-file-to-markdown-mcp-server-ocr-llm-2026 - ClarifierAI: https://shiporskip.io/tool/clarifierai-ios-keyboard-ai-rewrite-translate-113-languages-2026 - R0Y: https://shiporskip.io/tool/r0y-natural-language-investing-dashboards-financial-studio-ai-2026 - Layered: https://shiporskip.io/tool/layered-ai-stylist-selfie-wardrobe-outfit-ios-indie-2026 - SuperHQ: https://shiporskip.io/tool/superhq-ai-coding-agents-sandbox-vm-isolation-rust-gpui-2026 - 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Streamlit: https://shiporskip.io/tool/streamlit - Phoenix LiveView: https://shiporskip.io/tool/supabase-realtime - Cube: https://shiporskip.io/tool/cube - TanStack Query: https://shiporskip.io/tool/tanstack-query - Appwrite: https://shiporskip.io/tool/appwrite - Ramp: https://shiporskip.io/tool/ramp - Tailscale: https://shiporskip.io/tool/tailscale - DuckDB: https://shiporskip.io/tool/duckdb - Prisma: https://shiporskip.io/tool/prisma - OpenTelemetry: https://shiporskip.io/tool/open-telemetry - Meilisearch: https://shiporskip.io/tool/meilisearch - Dagster: https://shiporskip.io/tool/dagster - Gradio: https://shiporskip.io/tool/gradio - Azure AI: https://shiporskip.io/tool/azure-ai - Mercury: https://shiporskip.io/tool/mercury - Iconify: https://shiporskip.io/tool/iconify - Typesense: https://shiporskip.io/tool/typesense - Wrangler: https://shiporskip.io/tool/val-town-7 - Flagsmith: https://shiporskip.io/tool/flagsmith - Tabnine: https://shiporskip.io/tool/tabnine - Reclaim.ai: https://shiporskip.io/tool/calendar-ai - Plausible: https://shiporskip.io/tool/plausible - Render: https://shiporskip.io/tool/render - Coda: https://shiporskip.io/tool/coda - Flutter: https://shiporskip.io/tool/flutter - Hasura: https://shiporskip.io/tool/hasura - Prefect: https://shiporskip.io/tool/prefect - Pulumi: https://shiporskip.io/tool/pulumi - Labelbox: https://shiporskip.io/tool/labelbox - Bit.dev: https://shiporskip.io/tool/bit-dev - Observable: https://shiporskip.io/tool/val-town-11 - Doppler: https://shiporskip.io/tool/doppler - Weights & Biases: https://shiporskip.io/tool/weights-biases - Beautiful.ai: https://shiporskip.io/tool/beautiful-ai - Nx: https://shiporskip.io/tool/nx - Docusaurus: https://shiporskip.io/tool/docusaurus - Cypress: https://shiporskip.io/tool/cypress - StackBlitz: https://shiporskip.io/tool/stackblitz - Retool: https://shiporskip.io/tool/retool - NVIDIA NGC: https://shiporskip.io/tool/ngc - pnpm: https://shiporskip.io/tool/pnpm - TalkJS: https://shiporskip.io/tool/talkjs - Substack: https://shiporskip.io/tool/substack - Sanity: https://shiporskip.io/tool/sanity - AssemblyAI: https://shiporskip.io/tool/assemblyai - Chromatic: https://shiporskip.io/tool/chromatic - Fly.io: https://shiporskip.io/tool/fly-io - Brex: https://shiporskip.io/tool/brex - ClickUp: https://shiporskip.io/tool/clickup - Whimsical: https://shiporskip.io/tool/whimsical - Svelte: https://shiporskip.io/tool/svelte - Next.js: https://shiporskip.io/tool/nextjs - Honeycomb: https://shiporskip.io/tool/honeycomb - Bitwarden: https://shiporskip.io/tool/bitwarden - Scale AI: https://shiporskip.io/tool/scale-ai - Notion: https://shiporskip.io/tool/notion - ClickHouse: https://shiporskip.io/tool/clickhouse - dbt: https://shiporskip.io/tool/dbt - Traefik: https://shiporskip.io/tool/traefik - PhantomBuster: https://shiporskip.io/tool/phantom-buster - Lerna: https://shiporskip.io/tool/lerna - Storybook: https://shiporskip.io/tool/storybook - Hugging Face: https://shiporskip.io/tool/hugging-face - Loom: https://shiporskip.io/tool/loom - Insomnia: https://shiporskip.io/tool/insomnia - Recharts: https://shiporskip.io/tool/shadcn-charts - Daily: https://shiporskip.io/tool/cal-video - Metabase: https://shiporskip.io/tool/metabase - Strapi: https://shiporskip.io/tool/strapi - CockroachDB: https://shiporskip.io/tool/cockroachdb - Apache Airflow: https://shiporskip.io/tool/apache-airflow - Discord: https://shiporskip.io/tool/discord - HashiCorp Vault: https://shiporskip.io/tool/vault - Caddy: https://shiporskip.io/tool/caddy - React Native: https://shiporskip.io/tool/react-native - Stream: https://shiporskip.io/tool/stream - Expo: https://shiporskip.io/tool/expo - ConvertKit: https://shiporskip.io/tool/convertkit - Oura Ring: https://shiporskip.io/tool/oura - WHOOP: https://shiporskip.io/tool/whoop - Snyk: https://shiporskip.io/tool/snyk - Unleash: https://shiporskip.io/tool/unleash - AWS Lambda: https://shiporskip.io/tool/aws-lambda - freeCodeCamp: https://shiporskip.io/tool/freecodecamp - Jest: https://shiporskip.io/tool/jest - Apple Health: https://shiporskip.io/tool/apple-health - Matrix (Element): https://shiporskip.io/tool/matrix - Netlify: https://shiporskip.io/tool/netlify - LaunchDarkly: https://shiporskip.io/tool/launchdarkly - Terraform: https://shiporskip.io/tool/terraform - Signal API: https://shiporskip.io/tool/signal-api - Kubernetes: https://shiporskip.io/tool/kubernetes - Vue.js: https://shiporskip.io/tool/vue - Grafana: https://shiporskip.io/tool/grafana - Airtable: https://shiporskip.io/tool/airtable - Godot: https://shiporskip.io/tool/godot - Monday.com: https://shiporskip.io/tool/monday-com - Hotjar: https://shiporskip.io/tool/hotjar - Slack: https://shiporskip.io/tool/slack - Electron: https://shiporskip.io/tool/electron - Exercism: https://shiporskip.io/tool/exercism - Databricks: https://shiporskip.io/tool/databricks - Sourcegraph: https://shiporskip.io/tool/sourcegraph - itch.io: https://shiporskip.io/tool/itch-io - Contentful: https://shiporskip.io/tool/contentful - Auth0: https://shiporskip.io/tool/auth0 - ngrok: https://shiporskip.io/tool/ngrok - Zoom: https://shiporskip.io/tool/zoom - Webflow: https://shiporskip.io/tool/webflow - Plaid: https://shiporskip.io/tool/plaid - Calendly: https://shiporskip.io/tool/calendly - Snowflake: https://shiporskip.io/tool/snowflake - Brilliant: https://shiporskip.io/tool/brilliant - Segment: https://shiporskip.io/tool/segment - Firebase: https://shiporskip.io/tool/firebase - HTTPie: https://shiporskip.io/tool/httpie - Gumroad: https://shiporskip.io/tool/gumroad - Directus: https://shiporskip.io/tool/directus - Amplitude: https://shiporskip.io/tool/amplitude - Algolia: https://shiporskip.io/tool/algolia - Fivetran: https://shiporskip.io/tool/fivetran - Prometheus: https://shiporskip.io/tool/prometheus - CodePen: https://shiporskip.io/tool/codepen - Paddle: https://shiporskip.io/tool/paddle - Sentry: https://shiporskip.io/tool/sentry - Asana: https://shiporskip.io/tool/asana - CrowdStrike: https://shiporskip.io/tool/crowdstrike - GitLab: https://shiporskip.io/tool/gitlab - Trello: https://shiporskip.io/tool/trello - WooCommerce: https://shiporskip.io/tool/woocommerce - Intercom: https://shiporskip.io/tool/intercom - Swagger / OpenAPI: https://shiporskip.io/tool/openapi - Codecademy: https://shiporskip.io/tool/codecademy - DigitalOcean: https://shiporskip.io/tool/digitalocean - Wise: https://shiporskip.io/tool/wise - Miro: https://shiporskip.io/tool/miro - Cloudflare: https://shiporskip.io/tool/cloudflare - Datadog: https://shiporskip.io/tool/datadog - Elasticsearch: https://shiporskip.io/tool/elasticsearch - Lucidchart: https://shiporskip.io/tool/lucidchart - Buffer: https://shiporskip.io/tool/buffer - Mixpanel: https://shiporskip.io/tool/mixpanel - Redis: https://shiporskip.io/tool/redis - MongoDB: https://shiporskip.io/tool/mongodb - Strava: https://shiporskip.io/tool/strava - Speechmatics: https://shiporskip.io/tool/speechmatics - SendGrid: https://shiporskip.io/tool/sendgrid - Twilio: https://shiporskip.io/tool/twilio - Hootsuite: https://shiporskip.io/tool/hootsuite - Zendesk: https://shiporskip.io/tool/zendesk - Todoist: https://shiporskip.io/tool/todoist - Roblox Studio: https://shiporskip.io/tool/roblox-studio - Shopify: https://shiporskip.io/tool/shopify - HubSpot: https://shiporskip.io/tool/hubspot - 1Password: https://shiporskip.io/tool/1password - Unity: https://shiporskip.io/tool/unity - Squarespace: https://shiporskip.io/tool/squarespace - Confluence: https://shiporskip.io/tool/confluence - Steam: https://shiporskip.io/tool/steam - Jira: https://shiporskip.io/tool/jira - Mailchimp: https://shiporskip.io/tool/mailchimp - Salesforce: https://shiporskip.io/tool/salesforce - Unreal Engine: https://shiporskip.io/tool/unreal-engine - Hetzner: https://shiporskip.io/tool/hetzner ## Source Framing All verdicts on ShipOrSkip are from the independent editorial panel. ShipOrSkip is not affiliated with any reviewed tool vendor.