Run your AIs
189 scored tools, ranked by overall score. Last checked on 29 October 2026. Refine with the Finder →
Autonomous assistants 2Run locally 54Orchestrate 32Route & save 11Feed (memory, context) 48Frame (methods, guardrails) 32Monitor 23
The three to remember
Most powerful
Ollama
9.7AppSecurity: nothing to flag
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
Simplest
Frontend Design (Anthropic)
9.6SkillRisingSecurity: nothing to flag
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
| Tool | Price | Score | Sec. |
|---|---|---|---|
| Docling (IBM)RisingLocal PDF and document parsing, tables and layout included. | Free | 9.0 | Security: nothing to flag |
| Approbation humaine (human-in-the-loop)Pauses the agent and requests confirmation before a sensitive action. | Free | 8.2 | Security: nothing to flag |
| Permissions (Claude Code)Allow, deny, and ask rules per tool and per pattern. | Free | 8.2 | Security: nothing to flag |
| Firecrawl scrape, crawl, searchRisingFull website extraction to markdown, callable by an agent. | Freemium | 8.1 | Security: one caveat, see the card |
| file_search (OpenAI)Search your documents indexed in an OpenAI vector store. | Paid · from 2 € | 8.0 | Security: nothing to flag |
| Lakera GuardDetects direct and indirect prompt injections before the model or tool is called. | Paid | 8.0 | Security: nothing to flag |
| OCR (Mistral)Structured reading of scanned documents in 170 languages, with positions and confidence scores. | Paid · from 4 € | 8.0 | Security: nothing to flag |
| LlamaParseComplex document parsing for RAG. | Freemium | 7.7 | Security: nothing to flag |
| tool_search (Anthropic)Lets Claude find the right tool among hundreds without loading all schemas upfront. | Free | 7.7 | Security: nothing to flag |
| Tools et toolkits LangChainRisingOver 300 integrations usable as tools by a LangChain agent. | Free | 7.7 | Security: one caveat, see the card |
| Tools Vercel AI SDKTyped tool definitions for agents in TypeScript. | Free | 7.7 | Security: nothing to flag |
| UnstructuredDocument chunking and extraction across all formats. | Freemium | 7.7 | Security: nothing to flag |
| Wolfram AlphaSymbolic computation and factual data callable by an agent. | Freemium | 7.7 | Security: nothing to flag |
| Brave Search APIIndependent index, no tracking. | Paid · from 5 € | 7.6 | Security: nothing to flag |
| Prompt SecurityManaged guardrail for applications and agents. | Paid | 7.6 | Security: nothing to flag |
| google_search (Gemini)Grounds Gemini responses on Google Search, with sources. | Freemium | 7.4 | Security: one caveat, see the card |
| LLM Guard (Protect AI)Watch outOpen source input and output scanners: injection, personal data, toxicity. | Free | 7.4 | Security: nothing to flag |
| E2B Code InterpreterRisingIsolated micro-VM for executing code produced by an agent. | Freemium | 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. | Paid · from 9 € | 7.3 | Security: one caveat, see the card |
| web_search (OpenAI)Web search hosted within the Responses API. | Paid · from 9 € | 7.3 | Security: one caveat, see the card |
| Crawl4AIRisingOpen source crawler optimized for LLMs, running locally. | Free | 7.1 | Security: one caveat, see the card |
| code_execution (Gemini)Python executed on Google's side, results returned to the model. | Freemium | 7.0 | Security: one caveat, see the card |
| code_execution (Anthropic)Runs Python and bash in an Anthropic sandbox, with a file editor. | Freemium | 6.9 | Security: one caveat, see the card |
| Exa SearchEmbedding-based semantic search, designed for agents. | Freemium | 6.9 | Security: one caveat, see the card |
| Task, sous-agents (Claude Code)Launches an autonomous sub-agent with its own tools. | Free | 6.9 | Security: one caveat, see the card |
| Tavily SearchWeb search and extraction designed for agents. | Freemium | 6.9 | Security: one caveat, see the card |
| Tools Claude Agent SDKClaude Code tools exposed in your own agent, with the permissions system. | Free | 6.9 | Security: one caveat, see the card |
| Tools OpenAI Agents SDKWebSearchTool, FileSearchTool, ComputerTool and your own functions. | Free | 6.9 | Security: one caveat, see the card |
| web_fetch (Anthropic)Fetches and reads a page or PDF at a given URL. | Paid | 6.9 | Security: one caveat, see the card |
| code_interpreter (OpenAI)Executes Python in an OpenAI container, with file input and output. | Paid | 6.8 | Security: one caveat, see the card |
| Browserbase et StagehandRisingHosted Chrome browsers and act, extract, observe SDK for agents. | Freemium · from 18 € | 6.7 | Security: serious reservations |
| Browser UseRisingLLM-driven browser control, open source. | Freemium | 6.7 | Security: serious reservations |
| Jina Reader et SearchConverts a URL into clean Markdown for a language model. | Freemium | 6.7 | Security: one caveat, see the card |
| url_context (Gemini)Reads the content of URLs you pass in the prompt. | Freemium | 6.6 | Security: one caveat, see the card |
| WebFetch, WebSearch (Claude Code)Web search and page retrieval from the code agent. | Free | 6.6 | Security: one caveat, see the card |
| Actors Apify comme outils7,000+ scrapers and automations callable by an agent. | Freemium | 6.5 | Security: one caveat, see the card |
| memory (Anthropic)Persistent Claude memory stored in files you host. | Free | 6.5 | Security: one caveat, see the card |
| SerperCheap Google results for agents. | Freemium | 6.5 | Security: one caveat, see the card |
| Tools CrewAIReady-to-use tool catalogue for CrewAI agent teams. | Free | 6.5 | Security: one caveat, see the card |
| Tools LlamaIndexLlamaHub tools and loaders for agents and RAG. | Free | 6.5 | Security: one caveat, see the card |
| Tools smolagents (Hugging Face)Tools declared with a simple decorator, code execution by the agent. | Free | 6.5 | Security: one caveat, see the card |
| web_search (Mistral)Web search for Mistral agents, premium version with AFP and AP. | Paid · from 28 € | 6.5 | Security: one caveat, see the card |
| x_search (xAI)Real-time search of posts and profiles on X. | Paid · from 5 € | 6.5 | Security: one caveat, see the card |
| Perplexity Sonar APICited, ready-to-use answers for an agent. | Paid · from 5 € | 6.4 | Security: one caveat, see the card |
| DaytonaFast-starting sandboxes for agents. | Freemium | 6.1 | Security: one caveat, see the card |
| Secrets pour agents (1Password, Vault)Provide secrets to an agent without putting them in the prompt. | Paid | 6.1 | Security: one caveat, see the card |
| computer use (Anthropic)Lets Claude see the screen, move the mouse, and type on the keyboard on a machine. | Paid | 5.3 | Security: serious reservations |
| computer_use (OpenAI)Control of a browser or system by the model. | Paid | 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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