AI tools

Run your AIs

187 scored tools, ranked by overall score. Last checked on 25 October 2026. Refine with the Finder →

Autonomous assistants 2 Run locally 53 Orchestrate 32 Route & save 11 Feed (memory, context) 46 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
Frontend Design (Anthropic)RisingOfficial Anthropic skill that pushes Claude to produce polished, distinctive interfaces rather than generic templates.	Skill	Official Anthropic skill that pushes Claude to produce polished, distinctive interfaces rather than generic templates.	Free	1 click	9.6	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
Context7MCP server that injects up-to-date, version-specific library documentation into the agent's context.	MCP	MCP server that injects up-to-date, version-specific library documentation into the agent's context.	Freemium	1 click	9.4	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
React best practices (Vercel)RisingReact and Next.js rules maintained by Vercel, read by the agent before coding.	Skill	React and Next.js rules maintained by Vercel, read by the agent before coding.	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
Claude Code Setup (Anthropic)Official plugin that analyses your repository and recommends the hooks, skills, MCP servers, and sub-agents suited to your stack.	Plugin	Official plugin that analyses your repository and recommends the hooks, skills, MCP servers, and sub-agents suited to your stack.	Free	1 click	9.1	Security: nothing to flag
grill-me (Matt Pocock)The agent questions you relentlessly on your plan, branch by branch, until every decision is clear, before writing a single line of code.	Skill	The agent questions you relentlessly on your plan, branch by branch, until every decision is clear, before writing a single line of code.	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
awesome-claude-codeRisingA curated list of commands, hooks, skills, and workflows for Claude Code.	Skill	A curated list of commands, hooks, skills, and workflows for Claude Code.	Free	1 click	9.0	Security: nothing to flag
BMAD MethodRisingAgile method for agents: roles (PM, architect, dev) and structured documents before the code.	Skill	Agile method for agents: roles (PM, architect, dev) and structured documents before the code.	Free	5 min	9.0	Security: nothing to flag
Docling (IBM)RisingLocal PDF and document parsing, tables and layout included.	Tool	Local PDF and document parsing, tables and layout included.	Free	5 min	9.0	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
Awesome CursorRulesCommunity library of rule files by framework and language to guide Cursor.	Skill	Community library of rule files by framework and language to guide Cursor.	Free	5 min	8.8	Security: nothing to flag
CavemanMakes the agent respond in telegraphic style: fewer pleasantries and filler, code and error messages kept exactly as-is.	Skill	Makes the agent respond in telegraphic style: fewer pleasantries and filler, code and error messages kept exactly as-is.	Free	1 click	8.8	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
cursor.directoryRisingDirectory of Cursor rules and MCP servers, with prompts ready to paste.	Skill	Directory of Cursor rules and MCP servers, with prompts ready to paste.	Free	1 click	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
Questionnaire fournisseur (skill nAIvigate)Pre-fills a security questionnaire from your policies, tagging each answer Sourced, Inferred or To complete.	Skill	Pre-fills a security questionnaire from your policies, tagging each answer Sourced, Inferred or To complete.	Free	1 click	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
mcp-builder (Anthropic)RisingOfficial skill that helps design and code a clean MCP server.	Skill	Official skill that helps design and code a clean MCP server.	Free	1 click	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
skill-creator (Anthropic)RisingOfficial skill that guides Claude to write, structure, and test a new skill.	Skill	Official skill that guides Claude to write, structure, and test a new skill.	Free	1 click	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
Brave Search MCPRisingIndependent web search for the agent via the Brave API.	MCP	Independent web search for the agent via the Brave API.	Freemium	5 min	8.5	Security: nothing to flag
Krita AI DiffusionRisingPlugin that brings AI generation and inpainting locally into the free painting software Krita.	Plugin	Plugin that brings AI generation and inpainting locally into the free painting software Krita.	Free	5 min	8.5	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
Basic MemoryRisingAgent memory stored as local Markdown files, readable in Obsidian.	MCP	Agent memory stored as local Markdown files, readable in Obsidian.	Free	5 min	8.4	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
brand-guidelines (Anthropic)RisingExample skill that applies a brand charter (colors, typography, tone) to what Claude produces.	Skill	Example skill that applies a brand charter (colors, typography, tone) to what Claude produces.	Free	1 click	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
Cartographie AI Act (skill nAIvigate)Sorts your AI use cases by AI Act risk level, with role, obligations, deadlines and points to confirm.	Skill	Sorts your AI use cases by AI Act risk level, with role, obligations, deadlines and points to confirm.	Free	1 click	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
Revue de PSSI (skill nAIvigate)Reviews a security policy and lists the gaps against ISO 27001:2022, with corrected wording.	Skill	Reviews a security policy and lists the gaps against ISO 27001:2022, with corrected wording.	Free	1 click	8.3	Security: nothing to flag
SuperpowersRisingComplete development methodology for agents, built on composable skills that activate automatically: brainstorming, TDD, debugging, review.	Plugin	Complete development methodology for agents, built on composable skills that activate automatically: brainstorming, TDD, debugging, review.	Free	1 click	8.3	Security: one caveat, see the card
Veille CVE ciblée (skill nAIvigate)Filters vulnerability bulletins against your actual estate and sorts them into 72 h, 30 days, to plan.	Skill	Filters vulnerability bulletins against your actual estate and sorts them into 72 h, 30 days, to plan.	Free	1 click	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
Approbation humaine (human-in-the-loop)Pauses the agent and requests confirmation before a sensitive action.	Tool	Pauses the agent and requests confirmation before a sensitive action.	Free	5 min	8.2	Security: nothing to flag
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
Permissions (Claude Code)Allow, deny, and ask rules per tool and per pattern.	Tool	Allow, deny, and ask rules per tool and per pattern.	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
Firecrawl scrape, crawl, searchRisingFull website extraction to markdown, callable by an agent.	Tool	Full website extraction to markdown, callable by an agent.	Freemium	5 min	8.1	Security: one caveat, see the card
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
Compte-rendu de comité sécurité (skill nAIvigate)Turns raw committee notes into decisions, dated actions with owners, open risks and deferred items.	Skill	Turns raw committee notes into decisions, dated actions with owners, open risks and deferred items.	Free	1 click	8.0	Security: nothing to flag
file_search (OpenAI)Search your documents indexed in an OpenAI vector store.	Tool	Search your documents indexed in an OpenAI vector store.	Paid · from 2 €	5 min	8.0	Security: nothing to flag
GitHub MCPRisingOfficial GitHub MCP server: issues, PRs, code, and Actions accessible to the agent.	MCP	Official GitHub MCP server: issues, PRs, code, and Actions accessible to the agent.	Free	5 min	8.0	Security: one caveat, see the card
Lakera GuardDetects direct and indirect prompt injections before the model or tool is called.	Tool	Detects direct and indirect prompt injections before the model or tool is called.	Paid	5 min	8.0	Security: nothing to flag
OCR (Mistral)Structured reading of scanned documents in 170 languages, with positions and confidence scores.	Tool	Structured reading of scanned documents in 170 languages, with positions and confidence scores.	Paid · from 4 €	5 min	8.0	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
Playwright MCPRisingGives the agent a controllable browser: read pages, click, fill forms, test.	MCP	Gives the agent a controllable browser: read pages, click, fill forms, test.	Free	5 min	8.0	Security: one caveat, see the card
Plugins officiels Claude CodeRisingAnthropic's official marketplace of plugins and skills for Claude Code.	Plugin	Anthropic's official marketplace of plugins and skills for Claude Code.	Free	1 click	8.0	Security: one caveat, see the card
Skills documents Anthropic (docx, xlsx, pptx, pdf)RisingThe four official skills for reading, creating and editing Word, Excel, PowerPoint and PDF files from Claude.	Skill	The four official skills for reading, creating and editing Word, Excel, PowerPoint and PDF files from Claude.	Free	1 click	8.0	Security: one caveat, see the card
AGENTS.md (convention)A file of instructions at the root of the repository, read by most coding agents.	Skill	A file of instructions at the root of the repository, read by most coding agents.	Free	5 min	7.9	Security: nothing to flag
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
awesome-agent-skills (VoltAgent)RisingCatalogue of more than one thousand multi-agent skills, organised by domain.	Skill	Catalogue of more than one thousand multi-agent skills, organised by domain.	Free	1 click	7.9	Security: one caveat, see the card
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
find-skills (Vercel)RisingSkill that searches and installs other skills from skills.sh on demand.	Skill	Skill that searches and installs other skills from skills.sh on demand.	Free	1 click	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
claude-code-templates (davila7)RisingComponent library for Claude Code: agents, commands, hooks, settings, with a web selection interface.	Plugin	Component library for Claude Code: agents, commands, hooks, settings, with a web selection interface.	Free	5 min	7.8	Security: one caveat, see the card
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
Filesystem MCPRisingReference MCP server for reading and writing files within authorized folders.	MCP	Reference MCP server for reading and writing files within authorized folders.	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
wshobson/agentsCommunity marketplace of 200+ agents, 180 skills, and 100 commands for Claude Code and others.	Plugin	Community marketplace of 200+ agents, 180 skills, and 100 commands for Claude Code and others.	Free	5 min	7.8	Security: one caveat, see the card
Blender MCPRisingMCP server that lets Claude or Cursor control Blender: scenes, objects, materials, rendering.	MCP	MCP server that lets Claude or Cursor control Blender: scenes, objects, materials, rendering.	Free	5 min	7.7	Security: one caveat, see the card
Codex CLI (OpenAI) et ses extensionsRisingOpenAI's terminal coding agent, with sandbox, skills, and integrations.	Plugin	OpenAI's terminal coding agent, with sandbox, skills, and integrations.	Freemium	5 min	7.7	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
LlamaParseComplex document parsing for RAG.	Tool	Complex document parsing for RAG.	Freemium	5 min	7.7	Security: nothing to flag
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
tool_search (Anthropic)Lets Claude find the right tool among hundreds without loading all schemas upfront.	Tool	Lets Claude find the right tool among hundreds without loading all schemas upfront.	Free	5 min	7.7	Security: nothing to flag
Tools et toolkits LangChainRisingOver 300 integrations usable as tools by a LangChain agent.	Tool	Over 300 integrations usable as tools by a LangChain agent.	Free	5 min	7.7	Security: one caveat, see the card
Tools Vercel AI SDKTyped tool definitions for agents in TypeScript.	Tool	Typed tool definitions for agents in TypeScript.	Free	5 min	7.7	Security: nothing to flag
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
UnstructuredDocument chunking and extraction across all formats.	Tool	Document chunking and extraction across all formats.	Freemium	5 min	7.7	Security: nothing to flag
Wolfram AlphaSymbolic computation and factual data callable by an agent.	Tool	Symbolic computation and factual data callable by an agent.	Freemium	5 min	7.7	Security: nothing to flag
andrej-karpathy-skillsRisingPortable skills inspired by Andrej Karpathy's practices for coding with an agent.	Skill	Portable skills inspired by Andrej Karpathy's practices for coding with an agent.	Free	5 min	7.6	Security: one caveat, see the card
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
Brave Search APIIndependent index, no tracking.	Tool	Independent index, no tracking.	Paid · from 5 €	5 min	7.6	Security: nothing to flag
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
Prompt SecurityManaged guardrail for applications and agents.	Tool	Managed guardrail for applications and agents.	Paid	5 min	7.6	Security: nothing to flag
Composio (connect-apps)RisingGives the agent actions across 1,000+ applications (Gmail, Slack, Notion, GitHub…) via centralized authentication.	Plugin	Gives the agent actions across 1,000+ applications (Gmail, Slack, Notion, GitHub…) via centralized authentication.	Freemium	5 min	7.5	Security: one caveat, see the card
GitHub Copilot CLIRisingCopilot agent in the terminal, with built-in GitHub MCP integration.	Plugin	Copilot agent in the terminal, with built-in GitHub MCP integration.	Freemium	5 min	7.5	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
google_search (Gemini)Grounds Gemini responses on Google Search, with sources.	Tool	Grounds Gemini responses on Google Search, with sources.	Freemium	1 click	7.4	Security: one caveat, see the card
LLM Guard (Protect AI)Watch outOpen source input and output scanners: injection, personal data, toxicity.	Tool	Open source input and output scanners: injection, personal data, toxicity.	Free	Technical	7.4	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
E2B Code InterpreterRisingIsolated micro-VM for executing code produced by an agent.	Tool	Isolated micro-VM for executing code produced by an agent.	Freemium	Technical	7.3	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
Goose (Block) et ses extensions MCPRisingBlock's open source agent, extensible via MCP servers, running on your machine.	Plugin	Block's open source agent, extensible via MCP servers, running on your machine.	Free	5 min	7.3	Security: one caveat, see the card
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
Memory MCP (officiel)RisingReference knowledge graph memory server, stored in a local file.	MCP	Reference knowledge graph memory server, stored in a local file.	Free	1 click	7.3	Security: one caveat, see the card
web_search (Anthropic)Server-side web search by Anthropic, with citations, enabled by a parameter in the API call.	Tool	Server-side web search by Anthropic, with citations, enabled by a parameter in the API call.	Paid · from 9 €	1 click	7.3	Security: one caveat, see the card
web_search (OpenAI)Web search hosted within the Responses API.	Tool	Web search hosted within the Responses API.	Paid · from 9 €	1 click	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
claude-flow (ruflo)Watch outMulti-agent orchestration for Claude Code: swarms, shared memory, hooks.	Plugin	Multi-agent orchestration for Claude Code: swarms, shared memory, hooks.	Free	Technical	7.1	Security: one caveat, see the card
Crawl4AIRisingOpen source crawler optimized for LLMs, running locally.	Tool	Open source crawler optimized for LLMs, running locally.	Free	Technical	7.1	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
code_execution (Gemini)Python executed on Google's side, results returned to the model.	Tool	Python executed on Google's side, results returned to the model.	Freemium	1 click	7.0	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
code_execution (Anthropic)Runs Python and bash in an Anthropic sandbox, with a file editor.	Tool	Runs Python and bash in an Anthropic sandbox, with a file editor.	Freemium	5 min	6.9	Security: one caveat, see the card
Exa SearchEmbedding-based semantic search, designed for agents.	Tool	Embedding-based semantic search, designed for agents.	Freemium	5 min	6.9	Security: one caveat, see the card
oh-my-opencode-slimMulti-agent suite for OpenCode: mix models and automatically delegate sub-tasks.	Plugin	Multi-agent suite for OpenCode: mix models and automatically delegate sub-tasks.	Free	5 min	6.9	Security: one caveat, see the card
Task, sous-agents (Claude Code)Launches an autonomous sub-agent with its own tools.	Tool	Launches an autonomous sub-agent with its own tools.	Free	5 min	6.9	Security: one caveat, see the card
Tavily SearchWeb search and extraction designed for agents.	Tool	Web search and extraction designed for agents.	Freemium	5 min	6.9	Security: one caveat, see the card
Tools Claude Agent SDKClaude Code tools exposed in your own agent, with the permissions system.	Tool	Claude Code tools exposed in your own agent, with the permissions system.	Free	5 min	6.9	Security: one caveat, see the card
Tools OpenAI Agents SDKWebSearchTool, FileSearchTool, ComputerTool and your own functions.	Tool	WebSearchTool, FileSearchTool, ComputerTool and your own functions.	Free	5 min	6.9	Security: one caveat, see the card
web_fetch (Anthropic)Fetches and reads a page or PDF at a given URL.	Tool	Fetches and reads a page or PDF at a given URL.	Paid	1 click	6.9	Security: one caveat, see the card
code_interpreter (OpenAI)Executes Python in an OpenAI container, with file input and output.	Tool	Executes Python in an OpenAI container, with file input and output.	Paid	5 min	6.8	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
Browserbase et StagehandRisingHosted Chrome browsers and act, extract, observe SDK for agents.	Tool	Hosted Chrome browsers and act, extract, observe SDK for agents.	Freemium · from 18 €	Technical	6.7	Security: serious reservations
Browser UseRisingLLM-driven browser control, open source.	Tool	LLM-driven browser control, open source.	Freemium	Technical	6.7	Security: serious reservations
Jina Reader et SearchConverts a URL into clean Markdown for a language model.	Tool	Converts a URL into clean Markdown for a language model.	Freemium	1 click	6.7	Security: one caveat, see the card
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
url_context (Gemini)Reads the content of URLs you pass in the prompt.	Tool	Reads the content of URLs you pass in the prompt.	Freemium	1 click	6.6	Security: one caveat, see the card
WebFetch, WebSearch (Claude Code)Web search and page retrieval from the code agent.	Tool	Web search and page retrieval from the code agent.	Free	5 min	6.6	Security: one caveat, see the card
Actors Apify comme outils7,000+ scrapers and automations callable by an agent.	Tool	7,000+ scrapers and automations callable by an agent.	Freemium	5 min	6.5	Security: one caveat, see the card
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
memory (Anthropic)Persistent Claude memory stored in files you host.	Tool	Persistent Claude memory stored in files you host.	Free	5 min	6.5	Security: one caveat, see the card
SerperCheap Google results for agents.	Tool	Cheap Google results for agents.	Freemium	5 min	6.5	Security: one caveat, see the card
Tools CrewAIReady-to-use tool catalogue for CrewAI agent teams.	Tool	Ready-to-use tool catalogue for CrewAI agent teams.	Free	5 min	6.5	Security: one caveat, see the card
Tools LlamaIndexLlamaHub tools and loaders for agents and RAG.	Tool	LlamaHub tools and loaders for agents and RAG.	Free	5 min	6.5	Security: one caveat, see the card
Tools smolagents (Hugging Face)Tools declared with a simple decorator, code execution by the agent.	Tool	Tools declared with a simple decorator, code execution by the agent.	Free	5 min	6.5	Security: one caveat, see the card
web_search (Mistral)Web search for Mistral agents, premium version with AFP and AP.	Tool	Web search for Mistral agents, premium version with AFP and AP.	Paid · from 28 €	1 click	6.5	Security: one caveat, see the card
x_search (xAI)Real-time search of posts and profiles on X.	Tool	Real-time search of posts and profiles on X.	Paid · from 5 €	1 click	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
Perplexity Sonar APICited, ready-to-use answers for an agent.	Tool	Cited, ready-to-use answers for an agent.	Paid · from 5 €	5 min	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
DaytonaFast-starting sandboxes for agents.	Tool	Fast-starting sandboxes for agents.	Freemium	Technical	6.1	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
Secrets pour agents (1Password, Vault)Provide secrets to an agent without putting them in the prompt.	Tool	Provide secrets to an agent without putting them in the prompt.	Paid	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
computer use (Anthropic)Lets Claude see the screen, move the mouse, and type on the keyboard on a machine.	Tool	Lets Claude see the screen, move the mouse, and type on the keyboard on a machine.	Paid	Technical	5.3	Security: serious reservations
computer_use (OpenAI)Control of a browser or system by the model.	Tool	Control of a browser or system by the model.	Paid	Technical	5.3	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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