{"apiVersion":"v1","directorySlug":"outilsia-mcp-25503105b1","title":"OutilsIA — mesurer et orchestrer une IA locale sur son PC","description":"Estimez votre PC, mesurez avec Local Cockpit, puis orchestrez vos agents avec Maestro. Windows et Linux.","pageUrl":"https://www.mcpbundles.com/skills/outilsia-mcp-25503105b1","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://outilsia.fr/mcp","hostedMcpUrl":null,"toolCount":15,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"fr.outilsia/outilsia-mcp-25503105b1","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"check_pc_for_local_ai","description":"Estime quels modèles IA locaux conviennent à partir de caractéristiques que l'utilisateur fournit explicitement. Ce n'est pas un scan et l'outil ne doit pas être appelé si CPU, RAM, GPU et VRAM manquent.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["cpu_name","ram_gb","gpu_name","vram_gb"],"properties":{"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string","default":"polyvalent"},"ram_gb":{"type":"number","maximum":2048,"minimum":1},"os_name":{"type":"string","maxLength":120},"vram_gb":{"type":"number","maximum":512,"minimum":0},"cpu_name":{"type":"string","maxLength":200,"minLength":2},"gpu_name":{"type":"string","maxLength":200,"minLength":1},"cpu_cores":{"type":"integer","maximum":512,"minimum":1},"gpu_vendor":{"type":"string","maxLength":80},"unified_memory":{"type":"boolean"},"storage_free_gb":{"type":"number","maximum":1000000,"minimum":0}},"additionalProperties":false},"title":"Vérifier un PC pour l'IA locale","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"check_pc_for_local_ai","displayName":"Vérifier un PC pour l'IA locale"},{"name":"analyze_shared_report","description":"Lit un rapport public OutilsIA Local Cockpit déjà créé par l'utilisateur. Accepte uniquement une URL exacte https://outilsia.fr/r/... et ne donne aucun accès à la machine.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["report_url"],"properties":{"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string","default":"polyvalent"},"report_url":{"type":"string","format":"uri","maxLength":500}},"additionalProperties":false},"title":"Analyser un rapport OutilsIA partagé","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"analyze_shared_report","displayName":"Analyser un rapport OutilsIA partagé"},{"name":"simulate_hardware_upgrade","description":"Compare le même profil avant et après une hausse de RAM ou VRAM. La simulation ne modifie rien et doit conclure qu'aucun achat n'est utile si le catalogue ne montre pas de gain.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["profile"],"properties":{"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string","default":"polyvalent"},"profile":{"type":"object","required":["cpu_name","ram_gb","gpu_name","vram_gb"],"properties":{"ram_gb":{"type":"number","maximum":2048,"minimum":1},"os_name":{"type":"string","maxLength":120},"vram_gb":{"type":"number","maximum":512,"minimum":0},"cpu_name":{"type":"string","maxLength":200,"minLength":2},"gpu_name":{"type":"string","maxLength":200,"minLength":1},"cpu_cores":{"type":"integer","maximum":512,"minimum":1},"gpu_vendor":{"type":"string","maxLength":80},"unified_memory":{"type":"boolean"},"storage_free_gb":{"type":"number","maximum":1000000,"minimum":0}},"additionalProperties":false},"target_ram_gb":{"type":"number","maximum":2048,"minimum":1},"target_vram_gb":{"type":"number","maximum":512,"minimum":0}},"additionalProperties":false},"title":"Simuler un upgrade IA locale","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"simulate_hardware_upgrade","displayName":"Simuler un upgrade IA locale"},{"name":"lookup_local_model","description":"Cherche un modèle dans le catalogue public OutilsIA (nom, taille ou tag Ollama). Ce n'est pas un scan et l'outil n'invente aucun tokens/s.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"query":{"type":"string","maxLength":80,"minLength":2}},"additionalProperties":false},"title":"Chercher un modèle du catalogue OutilsIA","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"lookup_local_model","displayName":"Chercher un modèle du catalogue OutilsIA"},{"name":"list_models_for_budget","description":"Filtre le catalogue public selon une VRAM, une RAM optionnelle et un usage. Estimation catalogue uniquement : pas un scan, pas un benchmark, pas de tokens/s inventés.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["vram_gb"],"properties":{"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string","default":"polyvalent"},"ram_gb":{"type":"number","maximum":2048,"minimum":0},"vram_gb":{"type":"number","maximum":512,"minimum":0},"unified_memory":{"type":"boolean"},"storage_free_gb":{"type":"number","maximum":1000000,"minimum":0}},"additionalProperties":false},"title":"Lister les modèles pour un budget VRAM/RAM","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_models_for_budget","displayName":"Lister les modèles pour un budget VRAM/RAM"},{"name":"list_installed_models_from_report","description":"Lit uniquement les modèles installés déjà présents dans un rapport public https://outilsia.fr/r/... N'accède pas à la machine et n'installe rien.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["report_url"],"properties":{"report_url":{"type":"string","format":"uri","maxLength":500}},"additionalProperties":false},"title":"Lister les modèles déjà observés dans un rapport","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_installed_models_from_report","displayName":"Lister les modèles déjà observés dans un rapport"},{"name":"list_benchmark_proofs_from_report","description":"Retourne seulement les tokens/s déjà mesurés dans un rapport public https://outilsia.fr/r/... Si le rapport n'a pas de preuve, l'outil le dit et n'invente aucune vitesse.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["report_url"],"properties":{"report_url":{"type":"string","format":"uri","maxLength":500}},"additionalProperties":false},"title":"Lire les preuves de benchmark d'un rapport","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_benchmark_proofs_from_report","displayName":"Lire les preuves de benchmark d'un rapport"},{"name":"explain_bottleneck","description":"Identifie le goulot probable à partir d'un rapport /r/... ou d'un profil RAM/VRAM déclaré. Ce n'est pas un scan. Fournir report_url ou bien ram_gb et vram_gb.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"ram_gb":{"type":"number","maximum":2048,"minimum":0},"vram_gb":{"type":"number","maximum":512,"minimum":0},"cpu_name":{"type":"string","maxLength":200,"minLength":2},"gpu_name":{"type":"string","maxLength":200,"minLength":1},"cpu_cores":{"type":"integer","maximum":512,"minimum":1},"report_url":{"type":"string","format":"uri","maxLength":500},"unified_memory":{"type":"boolean"},"storage_free_gb":{"type":"number","maximum":1000000,"minimum":0}},"additionalProperties":false},"title":"Expliquer le goulot VRAM, RAM ou stockage","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"explain_bottleneck","displayName":"Expliquer le goulot VRAM, RAM ou stockage"},{"name":"list_first_party_measurements","description":"Retourne uniquement les bancs publics datés OutilsIA (machine, runtime, tok/s, référence). Une mesure n'est jamais extrapolée à un autre PC. Campagne multi-machines non terminée.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"query":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"title":"Citer les mesures first-party OutilsIA","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_first_party_measurements","displayName":"Citer les mesures first-party OutilsIA"},{"name":"recommend_runtime","description":"Choisit un chemin runtime à partir d'un OS, d'une VRAM et d'une RAM déclarés. Ce n'est pas une installation, pas un scan et pas un benchmark.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string","default":"polyvalent"},"ram_gb":{"type":"number","maximum":2048,"minimum":0},"os_name":{"type":"string","maxLength":120},"vram_gb":{"type":"number","maximum":512,"minimum":0},"unified_memory":{"type":"boolean"}},"additionalProperties":false},"title":"Recommander Ollama, LM Studio ou llama.cpp","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"recommend_runtime","displayName":"Recommander Ollama, LM Studio ou llama.cpp"},{"name":"geo_audit","description":"Audit déterministe SEO + préparation IA d'une URL publique via ScoreBot (Core OutilsIA). Lecture seule : ne modifie pas le site cible, ne promet pas d'être cité par ChatGPT.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["url"],"properties":{"url":{"type":"string","maxLength":500,"minLength":8}},"additionalProperties":false},"title":"Auditer un site (ScoreBot, lecture seule)","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"geo_audit","displayName":"Auditer un site (ScoreBot, lecture seule)"},{"name":"explain_geo_audit_method","description":"Rappelle ce que l'audit ScoreBot mesure et ce qu'il ne mesure pas. Aucun fetch, aucune citation observée, lecture seule.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"title":"Expliquer la méthode ScoreBot","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"explain_geo_audit_method","displayName":"Expliquer la méthode ScoreBot"},{"name":"geo_kit","description":"Génère un kit GEO lecture seule à partir d'une URL publique : llms.txt, verdict robots IA, schemas JSON-LD. N'écrit rien sur le site cible et n'appelle aucun modèle.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["url"],"properties":{"url":{"type":"string","maxLength":500,"minLength":8}},"additionalProperties":false},"title":"Générer un kit GEO (llms.txt, robots IA, schemas)","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"geo_kit","displayName":"Générer un kit GEO (llms.txt, robots IA, schemas)"},{"name":"explain_local_action_boundary","description":"Doit être appelé pour toute demande d'installer, télécharger, mettre à jour, exécuter ou supprimer Ollama, un modèle ou un pilote, ainsi que pour scanner ou benchmarker le PC depuis ChatGPT. Retourne la réponse complète en lecture seule : après l'appel, ne pas ajouter de commande, de procédure, de recherche Web, de source externe ou d'alternative manuelle. Cet outil n'accède jamais à la machine et n'effectue aucune action.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"target":{"type":"string","default":"","maxLength":200},"requested_action":{"enum":["install","download","update","run","delete","scan","benchmark","other"],"type":"string","default":"other"}},"additionalProperties":false},"title":"Expliquer la limite des actions locales","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"explain_local_action_boundary","displayName":"Expliquer la limite des actions locales"},{"name":"render_machine_cockpit","description":"Affiche sans recalculer une décision produite par un outil OutilsIA de cette app.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["decision"],"properties":{"decision":{"type":"object","required":["schema_version","decision_type","title","verdict","usage","source","machine","score","recommended_models","benchmark_evidence","purchase","blocked_next","links","limits"],"properties":{"links":{"type":"array","items":{"type":"object","required":["label","url","kind"],"properties":{"url":{"type":"string","format":"uri"},"kind":{"type":"string"},"label":{"type":"string"}},"additionalProperties":false}},"score":{"type":"object","required":["value","label","summary"],"properties":{"label":{"type":"string"},"value":{"type":"number"},"summary":{"type":"string"}},"additionalProperties":false},"usage":{"enum":["polyvalent","assistant","code","francais","portable","image","gros_modeles"],"type":"string"},"limits":{"type":"array","items":{"type":"string"}},"source":{"type":"object","required":["kind","label","is_real_scan"],"properties":{"kind":{"enum":["declared_profile","shared_report","upgrade_simulation"],"type":"string"},"label":{"type":"string"},"is_real_scan":{"type":"boolean"}},"additionalProperties":false},"machine":{"type":"object","required":["cpu","cpu_cores","ram_gb","gpu","gpu_vendor","vram_gb","unified_memory","storage_free_gb","storage_status","os"],"properties":{"os":{"type":"string"},"cpu":{"type":"string"},"gpu":{"type":"string"},"ram_gb":{"type":"number"},"vram_gb":{"type":"number"},"cpu_cores":{"type":"number"},"gpu_vendor":{"type":"string"},"storage_status":{"enum":["unknown","measured"],"type":"string"},"unified_memory":{"type":"boolean"},"storage_free_gb":{"type":["number","null"]}},"additionalProperties":false},"verdict":{"type":"string"},"purchase":{"type":"object","required":["priority","headline","summary","upgrade"],"properties":{"summary":{"type":"string"},"upgrade":{"anyOf":[{"type":"object","required":["name","summary","target_vram_gb","target_ram_gb","price","guide_url"],"properties":{"name":{"type":"string"},"price":{"type":"string"},"summary":{"type":"string"},"component":{"type":"string"},"guide_url":{"type":"string"},"target_ram_gb":{"type":"number"},"target_vram_gb":{"type":"number"}},"additionalProperties":false},{"type":"null"}]},"headline":{"type":"string"},"priority":{"type":"string"},"facts_used":{"type":"array","items":{"type":"string"}}},"additionalProperties":false},"score_gain":{"type":"number"},"blocked_next":{"type":"array","items":{"type":"object","required":["name","params","required_vram_gb","reason"],"properties":{"name":{"type":"string"},"params":{"type":"string"},"reason":{"type":"string"},"required_vram_gb":{"type":"number"}},"additionalProperties":false}},"decision_type":{"enum":["compatibility","upgrade_simulation"],"type":"string"},"baseline_score":{"$ref":"#/properties/decision/properties/score"},"schema_version":{"type":"string","const":"outilsia.chatgpt.decision.v1"},"unlocked_models":{"type":"array","items":{"$ref":"#/properties/decision/properties/recommended_models/items"}},"simulated_target":{"type":"object","required":["ram_gb","vram_gb"],"properties":{"ram_gb":{"type":"number"},"vram_gb":{"type":"number"}},"additionalProperties":false},"benchmark_evidence":{"anyOf":[{"type":"object","required":["model","tokens_per_second","elapsed_ms","measured"],"properties":{"model":{"type":"string"},"measured":{"type":"boolean"},"elapsed_ms":{"type":"number"},"tokens_per_second":{"type":"number"}},"additionalProperties":false},{"type":"null"}]},"recommended_models":{"type":"array","items":{"type":"object","required":["name","params","status","label","vram_q4_gb","ollama","reason"],"properties":{"fit":{"enum":["full_gpu_fit","partial_offload","cpu_offload_heavy","storage_only","blocked","unknown"],"type":"string"},"name":{"type":"string"},"label":{"type":"string"},"ollama":{"type":"string"},"params":{"type":"string"},"reason":{"type":"string"},"status":{"type":"string"},"estimated":{"type":"boolean"},"fit_label":{"type":"string"},"vram_q4_gb":{"type":"number"}},"additionalProperties":false}}},"additionalProperties":false}},"additionalProperties":false},"title":"Afficher la fiche OutilsIA","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"render_machine_cockpit","displayName":"Afficher la fiche OutilsIA"}],"toolSource":"directory_preview","agentAction":"both","installLinks":[{"id":"cursor","label":"Cursor","href":"cursor://anysphere.cursor-deeplink/mcp/install?name=OutilsIA-mesurer-et-orchestrer-une-IA-locale-sur-son-PC&config=eyJ1cmwiOiAiaHR0cHM6Ly9vdXRpbHNpYS5mci9tY3AifQ%3D%3D"},{"id":"vscode","label":"VS Code","href":"vscode:mcp/install?%7B%22name%22%3A%22OutilsIA-mesurer-et-orchestrer-une-IA-locale-sur-son-PC%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Foutilsia.fr%2Fmcp%22%7D"},{"id":"vscode-insiders","label":"VS Code Insiders","href":"vscode-insiders:mcp/install?%7B%22name%22%3A%22OutilsIA-mesurer-et-orchestrer-une-IA-locale-sur-son-PC%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Foutilsia.fr%2Fmcp%22%7D"},{"id":"claude-web","label":"Claude.ai","href":"https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=OutilsIA+%E2%80%94+mesurer+et+orchestrer+une+IA+locale+sur+son+PC&connectorUrl=https%3A%2F%2Foutilsia.fr%2Fmcp"},{"id":"codex","label":"Codex","copyText":"codex mcp add \"OutilsIA-mesurer-et-orchestrer-une-IA-locale-sur-son-PC\" --url \"https://outilsia.fr/mcp\""},{"id":"chatgpt","label":"ChatGPT","href":"https://www.mcpbundles.com/docs/integrations/chatgpt"}],"catalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/outilsia-mcp-25503105b1","callUrl":"https://www.mcpbundles.com/api/directory/v1/servers/outilsia-mcp-25503105b1/tools/{tool}","mcpServerUrl":"https://outilsia.fr/mcp","liveCatalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/outilsia-mcp-25503105b1?live=1"}