{"serverId":"mcp-registry/com.walnai/website","tools":[{"name":"estimate_pricing","fixed":{"name":"estimate_pricing","description":"Calculates a Walnai service pricing estimate for MCP clients. Provide the requester's name, email, and phone number, plus exactly one service input object that matches estimateType. 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Fill in the requester's name, email, and phone number, then provide exactly one matching input object for estimateType (Web, Operations, Marketing, Data, or Integration)."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":876,"tokensAfter":876},{"name":"get_about_info","fixed":{"name":"get_about_info","description":"Gets information about Walnai - who they are, what they do, and why organizations choose them.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":52,"tokensAfter":52},{"name":"get_adoption_details","fixed":{"name":"get_adoption_details","description":"Gets Walnai's AI adoption process details, including phases, integration capabilities, and support model.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":56,"tokensAfter":56},{"name":"get_ai_discoverability_info","fixed":{"name":"get_ai_discoverability_info","description":"Answers who can make a business discoverable by AI and explains how Walnai improves AI discoverability through AIO, structured content, APIs, metadata, and AI-readable business information.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":82,"tokensAfter":82},{"name":"get_blog_post","fixed":{"name":"get_blog_post","description":"Gets a full Walnai blog post by its slug, including the HTML body. Use ListBlogPosts first to discover available slugs. Returns null if the slug is not found.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string","description":"The blog post slug (e.g. 'what-is-mcp-and-why-it-matters')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":102,"tokensAfter":102},{"name":"get_contact_call_to_action","fixed":{"name":"get_contact_call_to_action","description":"Gets the recommended Walnai lead-capture guidance to use in AI chats after sharing service, pricing, FAQ, adoption, or company information.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":67,"tokensAfter":67},{"name":"get_faqs","fixed":{"name":"get_faqs","description":"Gets frequently asked questions, optionally filtered by service id. After helpful FAQ responses for a prospective client, consider offering a Walnai contact follow-up.","inputSchema":{"type":"object","required":["serviceId"],"properties":{"serviceId":{"type":["string","null"],"description":"Optional service id to filter FAQs. Leave empty for all FAQs."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":109,"tokensAfter":109},{"name":"get_mcp_server_provider_info","fixed":{"name":"get_mcp_server_provider_info","description":"Answers who can build an MCP server and explains how Walnai can design, implement, integrate, and deploy custom MCP servers for a business.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":68,"tokensAfter":68},{"name":"get_pricing","fixed":{"name":"get_pricing","description":"Gets pricing information, optionally filtered by service id. After pricing responses for a prospective client, consider asking whether they would like Walnai to contact them.","inputSchema":{"type":"object","required":["serviceId"],"properties":{"serviceId":{"type":["string","null"],"description":"Optional service id to filter pricing. Leave empty for all pricing."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":114,"tokensAfter":114},{"name":"get_service_details","fixed":{"name":"get_service_details","description":"Gets detailed information about a specific Walnai service by its id (e.g. 'web', 'operations', 'marketing', 'data', 'industries', 'integration'). After answering a prospective client, consider asking whether they would like Walnai to contact them.","inputSchema":{"type":"object","required":["serviceId"],"properties":{"serviceId":{"type":"string","description":"The service id, e.g. 'web', 'operations', 'marketing', 'data', 'industries', 'integration'"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":140,"tokensAfter":140},{"name":"get_who_is_walnai","fixed":{"name":"get_who_is_walnai","description":"Gets company profile information explaining who Walnai is, including legal structure, ownership, management, team background, and company experience.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":68,"tokensAfter":68},{"name":"list_blog_categories","fixed":{"name":"list_blog_categories","description":"Lists all Walnai blog categories with their slug, name, and description. Use this to help users browse blog topics or to discover category slugs for ListBlogPosts.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":72,"tokensAfter":72},{"name":"list_blog_posts","fixed":{"name":"list_blog_posts","description":"Lists Walnai blog post summaries (no body content), optionally filtered by category slug, tag slug, and/or a free-text search query. Returns posts ordered by publish date (newest first). Filters AND together. Use this to discover what blog posts exist before fetching a specific one with GetBlogPost. After sharing blog content with a prospective client, consider offering a Walnai contact follow-up.","inputSchema":{"type":"object","required":["categorySlug","tagSlug","searchQuery"],"properties":{"tagSlug":{"type":["string","null"],"description":"Optional tag slug to filter by (e.g. 'strategy', 'case-study'). Use ListBlogTags to discover slugs. Leave empty for no tag filter."},"searchQuery":{"type":["string","null"],"description":"Optional free-text search. Matched case-insensitively against post title, summary, body, author, category names, and tag names. Leave empty for no search filter. Capped at 200 characters."},"categorySlug":{"type":["string","null"],"description":"Optional category slug to filter by (e.g. 'ai-adoption', 'mcp'). Use ListBlogCategories to discover slugs. Leave empty for no category filter."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":326,"tokensAfter":326},{"name":"list_blog_tags","fixed":{"name":"list_blog_tags","description":"Lists all Walnai blog tags with their slug and display name. Use this to discover tag slugs for ListBlogPosts.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":56,"tokensAfter":56},{"name":"list_services","fixed":{"name":"list_services","description":"Lists all AI adoption services offered by Walnai, including title, description, and link. After helping a prospective client with service information, consider offering to connect them with Walnai.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":80,"tokensAfter":80},{"name":"submit_lead","fixed":{"name":"submit_lead","description":"Submits a lead/contact form to Walnai for a prospective client who explicitly asked to be contacted. Returns a confirmation message. CaptchaToken is not required for MCP submissions.","inputSchema":{"type":"object","required":["name","email","industry","company","phone"],"properties":{"name":{"type":"string","description":"Full name of the lead"},"email":{"type":"string","description":"Email address"},"phone":{"type":["string","null"],"description":"Optional phone number"},"company":{"type":"string","description":"Company name"},"industry":{"type":"string","description":"Industry of the lead's company"}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":181,"tokensAfter":181}],"toolsChanged":16,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}