AI tools

Run your AIs

189 scored tools, ranked by overall score. Last checked on 29 October 2026. Refine with the Finder →

Autonomous assistants 2 Run locally 54 Orchestrate 32 Route & save 11 Feed (memory, context) 48 Frame (methods, guardrails) 32 Monitor 23

The three to remember

Most powerful

Ollama

AppSecurity: nothing to flag

9.7

The de facto standard for running models locally and connecting them to other tools.

· Utility 9.5/10, best of the selection
· Free, no limits
· No known security caveat

Free1 clickSite ↗

Simplest

Frontend Design (Anthropic)

SkillRisingSecurity: nothing to flag

9.6

The most installed skill on the official marketplace: one click, immediate effect on UI quality.

· Utility 9/10
· Free, no limits
· No known security caveat

Free1 clickSite ↗

The alternative

Context7

MCPSecurity: nothing to flag

9.4

The most installed MCP, and for good reason: it eliminates hallucinated APIs.

· Utility 9/10
· Free tier to get started
· No known security caveat

Freemium1 clickSite ↗

TypeApp Tool MCP Built-in mode Skill PluginPriceFree Freemium Paid

Tool	Type	What it does	Price	Install	Score	Sec.
OllamaRun an open-weight model in one command, with a local OpenAI-compatible API.	App	Run an open-weight model in one command, with a local OpenAI-compatible API.	Free	1 click	9.7	Security: nothing to flag
Ultimate Vocal RemoverRisingVoice and instrument separation running locally with multiple models (MDX, Demucs).	App	Voice and instrument separation running locally with multiple models (MDX, Demucs).	Free	1 click	9.6	Security: nothing to flag
LangfuseRisingOpen source LLM observability: traces, costs, evaluations, prompt management.	App	Open source LLM observability: traces, costs, evaluations, prompt management.	Freemium	5 min	9.3	Security: nothing to flag
mcp-scanRisingScans your MCP servers and installed skills for tool poisoning, rug pulls, and injections.	App	Scans your MCP servers and installed skills for tool poisoning, rug pulls, and injections.	Free	1 click	9.3	Security: nothing to flag
JanRisingOpen-source alternative to LM Studio, with zero telemetry.	App	Open-source alternative to LM Studio, with zero telemetry.	Free	1 click	9.2	Security: nothing to flag
spec-kit (GitHub)Spec-driven development toolkit: constitution, spec, plan, tasks, then implementation.	App	Spec-driven development toolkit: constitution, spec, plan, tasks, then implementation.	Free	5 min	9.2	Security: nothing to flag
Buzz (Whisper)RisingLocal transcription with Whisper, SRT and VTT export, no account or cloud required.	App	Local transcription with Whisper, SRT and VTT export, no account or cloud required.	Free	1 click	9.1	Security: nothing to flag
Hermes Agent (Nous Research)RisingSelf-hosted agent that learns from its tasks, creates its own skills, maintains persistent memory, and responds on Telegram, Discord, Slack, WhatsApp, or Signal.	App	Self-hosted agent that learns from its tasks, creates its own skills, maintains persistent memory, and responds on Telegram, Discord, Slack, WhatsApp, or Signal.	Freemium	5 min	9.1	Security: nothing to flag
UpscaylRisingEnlarges and restores images up to 16x locally, without watermark.	App	Enlarges and restores images up to 16x locally, without watermark.	Free	1 click	9.1	Security: nothing to flag
vLLMRisingHigh-performance serving engine for running LLMs for multiple users in parallel.	App	High-performance serving engine for running LLMs for multiple users in parallel.	Free	Technical	9.1	Security: nothing to flag
MeetilyMeeting assistant that records, transcribes (Whisper or Parakeet) and summarises your meetings on your machine, with no bot and no cloud.	App	Meeting assistant that records, transcribes (Whisper or Parakeet) and summarises your meetings on your machine, with no bot and no cloud.	Freemium	1 click	9.0	Security: nothing to flag
PromptfooRisingPrompt, agent, and RAG testing and red-teaming, CI-integrable.	App	Prompt, agent, and RAG testing and red-teaming, CI-integrable.	Freemium	5 min	9.0	Security: nothing to flag
REAL Video EnhancerRisingFree interface to interpolate and upscale videos using RIFE and ESRGAN.	App	Free interface to interpolate and upscale videos using RIFE and ESRGAN.	Free	1 click	9.0	Security: nothing to flag
Arize PhoenixRisingLLM application tracing and evaluation, built on OpenTelemetry.	App	LLM application tracing and evaluation, built on OpenTelemetry.	Freemium	5 min	8.9	Security: nothing to flag
ccusageRisingReads local Claude Code logs and displays cost by day, session or model.	App	Reads local Claude Code logs and displays cost by day, session or model.	Free	5 min	8.9	Security: nothing to flag
garakRisingNVIDIA's LLM vulnerability scanner: jailbreaks, leaks, hallucinations, injections.	App	NVIDIA's LLM vulnerability scanner: jailbreaks, leaks, hallucinations, injections.	Free	5 min	8.9	Security: nothing to flag
llama.cppRisingThe C/C++ inference engine behind Ollama, LM Studio, and most local AI tools.	App	The C/C++ inference engine behind Ollama, LM Studio, and most local AI tools.	Free	Technical	8.9	Security: nothing to flag
CrewAIRisingPython framework for orchestrating teams of agents by roles.	App	Python framework for orchestrating teams of agents by roles.	Freemium	5 min	8.8	Security: nothing to flag
LangGraphFramework for building stateful agents with an explicit control graph.	App	Framework for building stateful agents with an explicit control graph.	Freemium	Technical	8.8	Security: nothing to flag
Cisco mcp-scannerRisingOpen source scanner by Cisco based on YARA to analyze MCP tool descriptions and schemas.	App	Open source scanner by Cisco based on YARA to analyze MCP tool descriptions and schemas.	Free	5 min	8.7	Security: nothing to flag
DSPyRisingFramework that replaces prompt writing with programming and automatic optimization.	App	Framework that replaces prompt writing with programming and automatic optimization.	Free	Technical	8.7	Security: nothing to flag
HeliconeRisingObservability proxy: costs, latency and logs of all your LLM requests by changing one URL.	App	Observability proxy: costs, latency and logs of all your LLM requests by changing one URL.	Freemium	5 min	8.7	Security: nothing to flag
Home AssistantOpen source home automation with local voice assistant Assist.	App	Open source home automation with local voice assistant Assist.	Free	Technical	8.7	Security: nothing to flag
SGLangRisingA serving engine competing with vLLM, very fast thanks to the RadixAttention prefix cache.	App	A serving engine competing with vLLM, very fast thanks to the RadixAttention prefix cache.	Free	Technical	8.7	Security: nothing to flag
ToolHiveRisingRuns each MCP server in an isolated container with managed permissions and secrets.	App	Runs each MCP server in an isolated container with managed permissions and secrets.	Free	5 min	8.7	Security: nothing to flag
PortkeyRisingAI gateway with routing, guardrails, and observability, open source since March 2026.	App	AI gateway with routing, guardrails, and observability, open source since March 2026.	Freemium	5 min	8.6	Security: nothing to flag
NeMo GuardrailsRisingNVIDIA's programmable guardrails to control dialogues, topics, and tool calls.	App	NVIDIA's programmable guardrails to control dialogues, topics, and tool calls.	Free	Technical	8.5	Security: nothing to flag
BifrostRisingAI gateway in Go, very low latency, also serving as an MCP gateway.	App	AI gateway in Go, very low latency, also serving as an MCP gateway.	Freemium	Technical	8.4	Security: nothing to flag
Guardrails AIRisingLLM input and output validators (PII, toxicity, format) with a validator hub.	App	LLM input and output validators (PII, toxicity, format) with a validator hub.	Freemium	Technical	8.4	Security: nothing to flag
Wan2GPRisingInterface to run Wan, Hunyuan and LTX on modest GPUs.	App	Interface to run Wan, Hunyuan and LTX on modest GPUs.	Free	5 min	8.4	Security: nothing to flag
ACE-Step 1.5RisingFull music generation (vocals, structure, style) running locally, open source.	App	Full music generation (vocals, structure, style) running locally, open source.	Free	Technical	8.3	Security: nothing to flag
LocalAIRisingSelf-hosted OpenAI-compatible API covering text, image, audio and embeddings.	App	Self-hosted OpenAI-compatible API covering text, image, audio and embeddings.	Free	Technical	8.3	Security: nothing to flag
MacWhisperLocal Whisper transcription on Mac, with a polished interface.	App	Local Whisper transcription on Mac, with a polished interface.	Freemium · from 59 €	1 click	8.3	Security: nothing to flag
MLX (mlx-lm)RisingApple framework for running LLMs on M-series chips using unified memory.	App	Apple framework for running LLMs on M-series chips using unified memory.	Free	Technical	8.3	Security: nothing to flag
PyRITRisingMicrosoft's AI red-teaming toolkit.	App	Microsoft's AI red-teaming toolkit.	Free	Technical	8.3	Security: nothing to flag
Applio (RVC)RisingModern interface for RVC voice conversion, training and inference running locally.	App	Modern interface for RVC voice conversion, training and inference running locally.	Free	5 min	8.2	Security: one caveat, see the card
FrigateRisingLocal NVR for cameras with 100% local AI object detection.	App	Local NVR for cameras with 100% local AI object detection.	Freemium	Technical	8.2	Security: nothing to flag
KoboldCppRisingSingle executable to run GGUF models with an interface oriented towards writing and roleplay.	App	Single executable to run GGUF models with an interface oriented towards writing and roleplay.	Free	5 min	8.2	Security: nothing to flag
Claude Code Usage MonitorRisingReal-time monitor for Claude Code quotas and tokens in the terminal.	App	Real-time monitor for Claude Code quotas and tokens in the terminal.	Free	5 min	8.1	Security: nothing to flag
ExaSearch engine designed for agents, with an official MCP integration.	App	Search engine designed for agents, with an official MCP integration.	Freemium	5 min	8.1	Security: nothing to flag
LangSmithObservability and evaluation platform from LangChain, usable outside LangChain.	App	Observability and evaluation platform from LangChain, usable outside LangChain.	Freemium	5 min	8.1	Security: nothing to flag
TRELLIS.2 (Microsoft)RisingMicrosoft image-to-3D model producing a PBR mesh in seconds, running locally.	App	Microsoft image-to-3D model producing a PBR mesh in seconds, running locally.	Free	Technical	8.1	Security: nothing to flag
Open WebUIRisingSelf-hosted chat interface in the style of ChatGPT, connected to Ollama or any OpenAI API.	App	Self-hosted chat interface in the style of ChatGPT, connected to Ollama or any OpenAI API.	Free	5 min	8.0	Security: one caveat, see the card
AutoGenRisingMicrosoft's multi-agent framework, a pioneer in the field.	App	Microsoft's multi-agent framework, a pioneer in the field.	Free	Technical	7.9	Security: nothing to flag
BraintrustEvaluation and logging platform for AI products, oriented towards product teams.	App	Evaluation and logging platform for AI products, oriented towards product teams.	Freemium	5 min	7.9	Security: nothing to flag
Claude SquadRisingManages multiple terminal agents (Claude Code, Codex, OpenCode, Amp) in isolated workspaces.	App	Manages multiple terminal agents (Claude Code, Codex, OpenCode, Amp) in isolated workspaces.	Free	5 min	7.9	Security: one caveat, see the card
FirecrawlRisingTurns any website into clean markdown for AI, with an MCP server.	App	Turns any website into clean markdown for AI, with an MCP server.	Freemium	5 min	7.9	Security: one caveat, see the card
InvokeAIRisingLocal generation studio with a retouching canvas, more accessible than ComfyUI.	App	Local generation studio with a retouching canvas, more accessible than ComfyUI.	Freemium	5 min	7.9	Security: nothing to flag
TavilySearch and extraction API optimized for LLMs, with MCP support.	App	Search and extraction API optimized for LLMs, with MCP support.	Freemium	5 min	7.9	Security: nothing to flag
Video2XWatch outLocal video upscaling and frame interpolation (Real-ESRGAN, RIFE), open source.	App	Local video upscaling and frame interpolation (Real-ESRGAN, RIFE), open source.	Free	5 min	7.9	Security: nothing to flag
ComfyUIRisingA node-based workshop for running open-source image and video models locally.	App	A node-based workshop for running open-source image and video models locally.	Free	5 min	7.8	Security: one caveat, see the card
Google Agent Development Kit (ADK)NewGoogle's open-source kit for designing multi-agent systems in Python, Java, Go, or TypeScript, with the A2A protocol and direct deployment to Vertex AI.	App	Google's open-source kit for designing multi-agent systems in Python, Java, Go, or TypeScript, with the A2A protocol and direct deployment to Vertex AI.	Free	5 min	7.8	Security: one caveat, see the card
LiteLLMSelf-hosted gateway that unifies 100+ providers behind an OpenAI API, with budgets and virtual keys.	App	Self-hosted gateway that unifies 100+ providers behind an OpenAI API, with budgets and virtual keys.	Freemium	Technical	7.8	Security: one caveat, see the card
Microsoft Agent FrameworkNewMicrosoft open-source framework for .NET and Python, successor to Semantic Kernel and AutoGen: agents, graph-based workflows, A2A and MCP.	App	Microsoft open-source framework for .NET and Python, successor to Semantic Kernel and AutoGen: agents, graph-based workflows, A2A and MCP.	Free	5 min	7.8	Security: one caveat, see the card
OpenAI Agents SDKNewOpenAI's open source framework for building agents and agent teams: handoffs between agents, guardrails, sessions, and built-in tracing.	App	OpenAI's open source framework for building agents and agent teams: handoffs between agents, guardrails, sessions, and built-in tracing.	Free	5 min	7.8	Security: one caveat, see the card
FooocusWatch outUltra-simplified local interface to generate high-quality SDXL images without technical adjustments.	App	Ultra-simplified local interface to generate high-quality SDXL images without technical adjustments.	Free	5 min	7.7	Security: nothing to flag
GPT-SoVITSVoice cloning and synthesis from a few seconds of audio, running locally.	App	Voice cloning and synthesis from a few seconds of audio, running locally.	Free	Technical	7.7	Security: one caveat, see the card
RequestyHosted router with cost optimization and guardrails, team-oriented.	App	Hosted router with cost optimization and guardrails, team-oriented.	Paid	Nothing to install	7.7	Security: nothing to flag
StrixOpen-source AI agent pentesting: agents run your application, find vulnerabilities, and prove each one with a PoC.	App	Open-source AI agent pentesting: agents run your application, find vulnerabilities, and prove each one with a PoC.	Freemium	5 min	7.7	Security: one caveat, see the card
TripoSRImage to 3D in under one second, open source, runs locally.	App	Image to 3D in under one second, open source, runs locally.	Free	Technical	7.7	Security: nothing to flag
AnythingLLMRisingAll-in-one application to chat with your documents, locally or via API, with built-in agents.	App	All-in-one application to chat with your documents, locally or via API, with built-in agents.	Freemium	5 min	7.6	Security: one caveat, see the card
Mem0RisingPersistent memory layer for agents and assistants, hosted or self-hosted.	App	Persistent memory layer for agents and assistants, hosted or self-hosted.	Freemium	5 min	7.6	Security: one caveat, see the card
LM StudioA graphical interface to download and chat with open-weight models on your own PC.	App	A graphical interface to download and chat with open-weight models on your own PC.	Freemium	1 click	7.5	Security: one caveat, see the card
Postshot (Jawset)Watch outLocal Gaussian splat training on NVIDIA GPU.	App	Local Gaussian splat training on NVIDIA GPU.	Freemium	5 min	7.5	Security: nothing to flag
Not DiamondSmart router that selects the cheapest model capable of handling each request.	App	Smart router that selects the cheapest model capable of handling each request.	Freemium	5 min	7.4	Security: nothing to flag
OpenClawRisingOpen-source self-hosted personal agent that acts on your behalf: emails, calendar, files, commands, browser, controlled from your messaging apps.	App	Open-source self-hosted personal agent that acts on your behalf: emails, calendar, files, commands, browser, controlled from your messaging apps.	Free	5 min	7.4	Security: one caveat, see the card
OpenRouterOne API key to access 400+ models, with automatic fallback between providers.	App	One API key to access 400+ models, with automatic fallback between providers.	Freemium	Nothing to install	7.4	Security: one caveat, see the card
whisper.cppRisingC/C++ implementation of Whisper, very fast on CPU and Apple Silicon.	App	C/C++ implementation of Whisper, very fast on CPU and Apple Silicon.	Free	Technical	7.4	Security: nothing to flag
Zep / GraphitiRisingTemporal knowledge graph memory for agents, with Graphiti in open source.	App	Temporal knowledge graph memory for agents, with Graphiti in open source.	Freemium	Technical	7.4	Security: one caveat, see the card
F5-TTSRisingSpeech synthesis and voice cloning via flow matching, fast and local.	App	Speech synthesis and voice cloning via flow matching, fast and local.	Free	Technical	7.3	Security: one caveat, see the card
FramePackWatch outLocal long video generation with only 6 GB of VRAM.	App	Local long video generation with only 6 GB of VRAM.	Free	5 min	7.3	Security: nothing to flag
herdrAgent multiplexer in Rust that detects Claude Code, Codex or Amp and displays their status: blocked, working, done, idle.	App	Agent multiplexer in Rust that detects Claude Code, Codex or Amp and displays their status: blocked, working, done, idle.	Free	5 min	7.3	Security: one caveat, see the card
LivePortraitAnimates a portrait from a reference video, locally.	App	Animates a portrait from a reference video, locally.	Free	Technical	7.3	Security: one caveat, see the card
cmuxRisingNative macOS terminal built on Ghostty, designed for agents: vertical tabs, notifications, built-in browser.	App	Native macOS terminal built on Ghostty, designed for agents: vertical tabs, notifications, built-in browser.	Free	5 min	7.2	Security: one caveat, see the card
LettaRisingManaged-memory agent platform, successor to MemGPT.	App	Managed-memory agent platform, successor to MemGPT.	Freemium	Technical	7.2	Security: one caveat, see the card
Vibe KanbanRisingKanban board to dispatch tasks to coding agents and track their progress.	App	Kanban board to dispatch tasks to coding agents and track their progress.	Free	5 min	7.1	Security: one caveat, see the card
YuERisingGenerate complete songs with lyrics, locally, open source.	App	Generate complete songs with lyrics, locally, open source.	Free	Technical	7.1	Security: one caveat, see the card
ConductormacOS app that runs multiple Claude Code agents in parallel with a dashboard.	App	macOS app that runs multiple Claude Code agents in parallel with a dashboard.	Freemium	1 click	7.0	Security: one caveat, see the card
GPT4AllWatch outLocal public chat client by Nomic, with document discussion support.	App	Local public chat client by Nomic, with document discussion support.	Free	1 click	7.0	Security: nothing to flag
Strands AgentsNewAWS open source SDK for writing an AI agent in a few lines of Python or TypeScript: the model drives the loop, you declare the tools.	App	AWS open source SDK for writing an AI agent in a few lines of Python or TypeScript: the model drives the loop, you declare the tools.	Free	5 min	7.0	Security: one caveat, see the card
Invariant GuardrailsWatch outSecurity rules applied in real time to agent tool calls.	App	Security rules applied in real time to agent tool calls.	Freemium	Technical	6.8	Security: nothing to flag
MstyA polished desktop client that combines local models and cloud APIs in a single interface.	App	A polished desktop client that combines local models and cloud APIs in a single interface.	Freemium	1 click	6.7	Security: one caveat, see the card
text-generation-webuiRisingHistoric web interface for local LLMs, highly configurable.	App	Historic web interface for local LLMs, highly configurable.	Free	Technical	6.7	Security: one caveat, see the card
DeepFilterNetWatch outReal-time noise suppression, lightweight, works even on CPU.	App	Real-time noise suppression, lightweight, works even on CPU.	Free	Technical	6.6	Security: nothing to flag
Hunyuan3D 2.1 (Tencent)Watch outTextured PBR 3D generation from an image, running locally.	App	Textured PBR 3D generation from an image, running locally.	Free	Technical	6.6	Security: one caveat, see the card
Real-ESRGANWatch outLocal image and video upscaling, the backbone of many tools.	App	Local image and video upscaling, the backbone of many tools.	Free	Technical	6.6	Security: nothing to flag
RIFEWatch outAI-based video frame interpolation, running locally.	App	AI-based video frame interpolation, running locally.	Free	Technical	6.6	Security: nothing to flag
Amazon Bedrock AgentCoreNewAWS managed runtime to put an agent into production: per-session isolated execution, memory, tool gateway, identity, browser, code sandbox, and traces.	App	AWS managed runtime to put an agent into production: per-session isolated execution, memory, tool gateway, identity, browser, code sandbox, and traces.	Paid	Technical	6.5	Security: one caveat, see the card
CrystalWatch outOpen source desktop app to launch and compare multiple Claude Code sessions in worktrees.	App	Open source desktop app to launch and compare multiple Claude Code sessions in worktrees.	Free	1 click	6.4	Security: one caveat, see the card
Mira-SceneNewReconstructs an editable 3D scene from a single photo: each object is modelled separately then placed back at its position and scale.	App	Reconstructs an editable 3D scene from a single photo: each object is modelled separately then placed back at its position and scale.	Free	Technical	6.4	Security: one caveat, see the card
Resemble EnhanceWatch outSpeech denoising and enhancement, open source.	App	Speech denoising and enhancement, open source.	Free	Technical	6.4	Security: nothing to flag
MCP DefenderDesktop app that intercepts and filters MCP traffic from installed AI clients.	App	Desktop app that intercepts and filters MCP traffic from installed AI clients.	Freemium	5 min	6.3	Security: one caveat, see the card
QdrantNewOpen source vector database written in Rust: it stores your documents as vectors and retrieves the closest passages by meaning, the search building block of a RAG system.	App	Open source vector database written in Rust: it stores your documents as vectors and retrieves the closest passages by meaning, the search building block of a RAG system.	Freemium	Technical	6.2	Security: one caveat, see the card
DiffRhythmWatch outGenerate complete tracks in seconds, locally.	App	Generate complete tracks in seconds, locally.	Free	Technical	6.1	Security: one caveat, see the card
Vertex AI Agent EngineNewGoogle Cloud managed runtime for deploying agents: execution, sessions, long-term memory (Memory Bank), code execution, and agent identity.	App	Google Cloud managed runtime for deploying agents: execution, sessions, long-term memory (Memory Bank), code execution, and agent identity.	Paid	Technical	6.1	Security: one caveat, see the card
LatentSync (ByteDance)Watch outHigh-quality diffusion-based lip sync, running locally.	App	High-quality diffusion-based lip sync, running locally.	Free	Technical	6.0	Security: one caveat, see the card
MuseTalkWatch outReal-time lip-sync running locally.	App	Real-time lip-sync running locally.	Free	Technical	6.0	Security: one caveat, see the card
MusicGen (Meta)Watch outMeta's text-to-music generation model with open weights.	App	Meta's text-to-music generation model with open weights.	Free	Technical	5.9	Security: one caveat, see the card
OmniRouteRisingLocal open-source gateway in front of 290+ providers with automatic quota-based switching.	App	Local open-source gateway in front of 290+ providers with automatic quota-based switching.	Free	Technical	5.5	Security: serious reservations

App : A product you use directly · Tool : A precise action the AI can call · MCP : Standardises the connection between an AI application and systems that expose tools or data · Built-in mode : A feature to switch on inside an assistant you already use (ChatGPT, Claude, Gemini): nothing to install · Skill : A reusable method: instructions, procedures, sometimes scripts or templates · Plugin : A set of capabilities installed into an AI application or a host

Method

Overall score = utility (rated by the editorial team), reliability (GitHub activity, official publisher, reachable site), security (where data goes, permissions, known incidents) and accessibility (install, required level, price), weighted per category. A tool inactive for over six months is flagged and leaves the recommendations. No ranking is sold.

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