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Décroche is a voice simulator for sales teams. Give it your company's website: it reads your offer and writes the calls your reps actually face, from a price request to an unhappy customer or a cold call. Every practice call comes with its client context: who the prospect is, their company, the CRM-style record you have in front of you, and three objectives. Then you rehearse the call out loud with an AI prospect. They have a private brief (budget, decision-maker, objections) and their own files: a calendar, support tickets, orders, contracts, emails, whatever fits their business. Ask about an incident and they check their records and quote them. Propose a meeting and they open their calendar and book it. Mention last week's call and they remember it. It's up to you to ask the right questions and find out what matters to them. When you hang up, an AI coach scores the call against your company's sales scorecard, reveals the brief with what you missed and the question that would have found it, and quotes your exact words to explain the feedback. Managers can track practice and scores across the team. Have a real meeting coming up? Give Claude the email thread and it creates a practice scenario in Décroche over MCP, with that client's real context. You take the call in Décroche and review the interactive debrief in Claude through an MCP App. Three Symfony AI agents write scenarios, play prospects with their own tools, and coach reps. The prospect's replies are streamed and voiced sentence by sentence with Kyutai Pocket TTS running locally. Décroche is built with Symfony 8.1 and PHP 8.5, runs with Docker Compose, and supports English and French. It works with open models on Hugging Face or any OpenAI-compatible API.

MCPHugging FaceAgentTool CallingPocket TTSSymfony AIMulti-providerAudioMulti-AgentText to Speech
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Sören

AI doesn't always have to be about productivity. It can also be fun. Draw It If You Can is a drawing and guessing game you play with an AI, taking turns. When you draw, the AI watches your sketch grow and shouts out one word at a time, like a friend around the table. When the AI draws, you guess: a Symfony AI agent picks up the pencil and draws live, stroke by stroke, with the wobble of a human hand. Bring your own agent along over MCP: Claude Code, Mistral Vibe or any client whose model sees images joins from the lobby, picks itself a funny nickname, and plays as your copilot or races you to the answer in a duel. Plug in the model you like, on OpenAI, Anthropic, Mistral, or locally with Ollama. A strong model draws a whale you recognise in ten seconds, a weak one a kangaroo nobody will ever guess, and both are fun. This may be the first time you want a decent graphics card for something other than 3D games, so that local models can sketch for you without burning money on every token.

GameSymfony AIMultimodalTool CallingMCP SDKAgentStreamingMCPMulti-provider
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MCPulse

NextStep MCP turns any Symfony Workflow or state machine into an MCP server where an AI agent only sees the tools that are valid right now. Each transition in your workflow becomes an MCP tool automatically, and when the state changes the server tells the client its tool list has changed: once an order moves from paid to shipped, “refund” disappears and “request return” appears. Workflow guards stay in PHP, so the agent cannot skip a step however it is prompted, and a call that is not valid for the current state is refused with the list of transitions that are. Transitions that need a human detail, such as a refund reason or a confirmation, ask for it through MCP elicitation, and the current state and a live diagram of the workflow are exposed as an MCP resource. Built as a reusable bundle on symfony/workflow, symfony/mcp-bundle and the official PHP MCP SDK, with a demo order workflow that runs from a clone in one command and needs no API key.

MCPMCP SDKHuman in the LoopTool CallingAgentSymfony AIsym
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Scott Falconer

Allowing an AI agent to use an application is not the same as a person approving a specific change. Verified Human Approval lets applications require a real person to approve important MCP actions before they happen. Built on symfony/mcp-bundle, mcp/sdk, and symfony/ai-agent, it holds selected tool actions until the authorized user verifies and approves the change, and records cryptographic evidence of the approval.

MCPAgentSymfony AIWebAuthnSecurityHuman-in-the-loop