{"apiVersion":"v1","directorySlug":"dobryakov-mcp-8435fb256e","title":"Grigoriy Dobryakov","description":"Head of AI Engineering. I build AI systems that run the delivery and management layer. Architected systems for a $680M-revenue retailer, got ~200 engineers onto an AI-native SDLC, and ran a personalization platform serving 199M+ user profiles.","pageUrl":"https://www.mcpbundles.com/skills/dobryakov-mcp-8435fb256e","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://mcp.dobryakov.net/mcp","hostedMcpUrl":null,"toolCount":7,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"net.dobryakov/dobryakov-mcp-8435fb256e","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"get_profile","description":"Expert profile, disclaimer, and corpus version.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"logicalName":"get_profile","displayName":"get_profile","title":"get_profile","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_products","description":"List offering documents (roles, UVP, capabilities).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"logicalName":"list_products","displayName":"list_products","title":"list_products","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_cases","description":"List case studies with metrics (STAR format).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"logicalName":"list_cases","displayName":"list_cases","title":"list_cases","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"list_segments","description":"List market segment documents (buyer context and positioning).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"logicalName":"list_segments","displayName":"list_segments","title":"list_segments","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"read_document","description":"Read a full markdown document by id (e.g. cases/umi-saas-transition, products/engineering-manager, segments/ai-committed, meta/howto-on-website).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["id"],"properties":{"id":{"type":"string"}}},"logicalName":"read_document","displayName":"read_document","title":"read_document","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_topic_map","description":"Curated topic index: topic keys → document ids. Use before read_document when exploring a theme.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"logicalName":"get_topic_map","displayName":"get_topic_map","title":"get_topic_map","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"get_topic_documents","description":"Resolve a topic key from get_topic_map to its document list (exact match).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["topic"],"properties":{"topic":{"type":"string"}}},"logicalName":"get_topic_documents","displayName":"get_topic_documents","title":"get_topic_documents","annotations":{"untrustedContentHint":true,"readOnlyHint":true}}],"toolSource":"directory_preview","agentAction":"both","installLinks":[{"id":"cursor","label":"Cursor","href":"cursor://anysphere.cursor-deeplink/mcp/install?name=Grigoriy-Dobryakov&config=eyJ1cmwiOiAiaHR0cHM6Ly9tY3AuZG9icnlha292Lm5ldC9tY3AifQ%3D%3D"},{"id":"vscode","label":"VS Code","href":"vscode:mcp/install?%7B%22name%22%3A%22Grigoriy-Dobryakov%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmcp.dobryakov.net%2Fmcp%22%7D"},{"id":"vscode-insiders","label":"VS Code Insiders","href":"vscode-insiders:mcp/install?%7B%22name%22%3A%22Grigoriy-Dobryakov%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmcp.dobryakov.net%2Fmcp%22%7D"},{"id":"claude-web","label":"Claude.ai","href":"https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=Grigoriy+Dobryakov&connectorUrl=https%3A%2F%2Fmcp.dobryakov.net%2Fmcp"},{"id":"codex","label":"Codex","copyText":"codex mcp add \"Grigoriy-Dobryakov\" --url \"https://mcp.dobryakov.net/mcp\""},{"id":"chatgpt","label":"ChatGPT","href":"https://www.mcpbundles.com/docs/integrations/chatgpt"}],"catalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/dobryakov-mcp-8435fb256e","callUrl":"https://www.mcpbundles.com/api/directory/v1/servers/dobryakov-mcp-8435fb256e/tools/{tool}","mcpServerUrl":"https://mcp.dobryakov.net/mcp","liveCatalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/dobryakov-mcp-8435fb256e?live=1"}