{"schema_version":"v1","name":"78Flex","name_for_human":"78Flex — Flexible Workspace India","name_for_model":"seventyeight_flex","description":"78Flex is an AI-native marketplace for flexible commercial workspace across India: coworking hot desks and dedicated desks, private cabins, serviced and managed offices, meeting rooms, day passes, and virtual offices for GST registration. Covers eleven cities — Ahmedabad, Bengaluru, Chennai, Delhi, Gurugram, Hyderabad, Kochi, Kolkata, Lucknow, Mumbai and Noida. Workspace data is labelled under the 78Flex Verification Standard: operator-confirmed pricing and availability where an operator has confirmed it, and clearly marked public/unverified data with price bands where they have not. Search and enquiry are free; a booking is always completed by the human in their own browser.","operator":{"name":"Kinetic Blume India Private Limited","country":"IN","gstin":"07AAMCK1039J1ZE","contact_email":"support@78flex.ai","contact_url":"https://www.78flex.ai/feedback","privacy_policy":"https://www.78flex.ai/privacy","terms_of_service":"https://www.78flex.ai/terms"},"auth":{"type":"none","notes":"All 5 tools are public read-only or prepare-only. prepareBooking returns a signed deep-link; phone-OTP and Razorpay complete the transaction in the user's browser with explicit human consent. 78Flex never accepts payment-method details over MCP."},"transport":{"protocol":"mcp","version":"1.0","sse_url":"https://keystone-mvp-production.up.railway.app/api/v1/chatgpt-app/mcp/sse","openapi_url":"https://keystone-mvp-production.up.railway.app/api/v1/chatgpt-app/openapi.yaml"},"rate_limits":{"per_ip_per_minute":1000,"per_tool_concurrent":20,"whitelisted_user_agents":["ChatGPT","Claude-User","Claude-Desktop","Gemini-CLI","Cursor","PerplexityBot"],"whitelisted_ua_per_minute":5000},"tools":[{"name":"discoverSpaces","description":"Search for flexible workspace by city, district, plan type, price range and seat count. Returns ranked SpaceCards — name, city/district, starting daily price, rating, metro distance, top amenities, available plan types and a next-7-day availability flag. Use as the entry point for any India workspace search query.","when_to_use":["'Find hot desks in Bangalore under ₹500/day'","'Coworking spaces in BKC Mumbai'","'I need a meeting room in Indiranagar tomorrow'","'Show me private cabins in Gurgaon under 10k/month'","'Day pass in Powai'"],"input_schema":{"type":"object","properties":{"query":{"type":"string","description":"Natural-language search query."},"city":{"type":"string","description":"Optional city filter. One of: ahmedabad, bengaluru, chennai, delhi, gurugram, hyderabad, kochi, kolkata, lucknow, mumbai, noida."},"district":{"type":"string","description":"Optional district / locality filter."},"plan_type":{"type":"string","enum":["hot_desk","dedicated_desk","private_cabin","meeting_room"]},"max_daily_inr":{"type":"integer","minimum":0,"maximum":100000,"description":"Optional upper bound on the daily rate, in INR. Monthly plans are normalised to a daily equivalent before filtering."},"min_daily_inr":{"type":"integer","minimum":0,"maximum":100000,"description":"Optional lower bound on the daily rate, in INR."},"seats":{"type":"integer","minimum":1,"maximum":50,"default":1,"description":"Number of seats required."},"limit":{"type":"integer","minimum":1,"maximum":20,"default":8,"description":"Maximum number of SpaceCards to return."},"install_id":{"type":"string","minLength":4,"maxLength":128,"description":"Required. Opaque per-install string (min 4 chars) for rate-limiting + funnel analytics."}},"required":["install_id"]}},{"name":"getSpaceDetail","description":"Full record for a specific space: photo gallery (up to 8), every plan with its price, amenities, rating, metro label, operating hours and up to 3 reviews. Availability is not part of this response — the next-7-day flag is on the discoverSpaces card. Use after discoverSpaces when the user drills into a specific listing.","when_to_use":["'Tell me more about WeWork BKC'","'Show me photos of Awfis Indiranagar'","'What plans does 91Springboard MG Road offer?'","'Reviews for Beginest Coworking'"],"input_schema":{"type":"object","properties":{"space_id":{"type":"integer","minimum":1},"install_id":{"type":"string","minLength":4,"maxLength":128,"description":"Required. Opaque per-install string (min 4 chars) for rate-limiting + funnel analytics."}},"required":["space_id","install_id"]}},{"name":"matchSpaces","description":"Side-by-side comparison + verdict across 1-5 spaces. Returns a structured comparison (price, amenities, ratings, location) with explicit 'pick X because…' reasoning the agent can surface to the user. Use when the user is choosing between options.","when_to_use":["'Compare WeWork BKC vs Awfis Andheri'","'Which is better for me, X or Y?'","'Help me pick between these three'"],"input_schema":{"type":"object","properties":{"space_ids":{"type":"array","items":{"type":"integer","minimum":1},"minItems":1,"maxItems":5},"criteria":{"type":"object","properties":{"budget_inr_per_day":{"type":"integer","minimum":0},"metro_distance_max_m":{"type":"integer","minimum":0},"plan_type":{"type":"string","enum":["hot_desk","dedicated_desk","private_cabin","meeting_room"]},"must_have_amenities":{"type":"array","items":{"type":"string"},"maxItems":10}}},"install_id":{"type":"string","minLength":4,"maxLength":128,"description":"Required. Opaque per-install string (min 4 chars) for rate-limiting + funnel analytics."}},"required":["space_ids","criteria","install_id"]}},{"name":"analyseMarket","description":"Market snapshot for a (city, district, plan_type) combination. Returns median price, percentile bands, inventory count, top operators, price-trend direction. Use when the user wants to understand the market before choosing (e.g. 'is this a good deal?').","when_to_use":["'What's coworking pricing like in Powai?'","'How much does a hot desk cost in Koramangala?'","'Give me a market snapshot for Whitefield'","'Is ₹450/day for a hot desk in Indiranagar reasonable?'"],"input_schema":{"type":"object","properties":{"city":{"type":"string","minLength":2,"maxLength":100},"district":{"type":"string","maxLength":100},"plan_type":{"type":"string","enum":["hot_desk","dedicated_desk","private_cabin","meeting_room"],"default":"hot_desk"},"install_id":{"type":"string","minLength":4,"maxLength":128,"description":"Required. Opaque per-install string (min 4 chars) for rate-limiting + funnel analytics."}},"required":["city","install_id"]}},{"name":"prepareBooking","description":"FINAL STEP. Returns a signed deep-link to FRONTEND_BASE/book/[space_id] where the user completes phone-OTP verification and Razorpay payment. 78Flex does NOT accept payment-method details over MCP. The agent should surface the returned URL to the user and instruct them to click through to complete the booking.","when_to_use":["'Book it for next Wednesday'","'I want to book Workpodz@3788 for Friday'","'Reserve that one for tomorrow at 10am'"],"input_schema":{"type":"object","properties":{"space_id":{"type":"integer","minimum":1},"plan_type":{"type":"string","enum":["hot_desk","dedicated_desk","private_cabin","meeting_room"]},"start_date":{"type":"string","format":"date"},"end_date":{"type":"string","format":"date","description":"Defaults to start_date when omitted."},"start_time":{"type":"string","pattern":"^[0-9]{2}:[0-9]{2}$","description":"HH:MM. Meeting rooms only."},"end_time":{"type":"string","pattern":"^[0-9]{2}:[0-9]{2}$","description":"HH:MM. Meeting rooms only."},"seats":{"type":"integer","minimum":1,"maximum":50,"default":1},"install_id":{"type":"string","minLength":4,"maxLength":128,"description":"Required. Opaque per-install string (min 4 chars) for rate-limiting + funnel analytics."}},"required":["space_id","plan_type","start_date","install_id"]}}],"discovery":{"chatgpt_app":{"status":"live","directory_url":"https://chatgpt.com/gpts","notes":"Search '78Flex' in ChatGPT Apps."},"claude_desktop_mcp":{"status":"pending_marketplace_open","notes":"Will submit when Claude desktop MCP marketplace opens public submissions. Until then, users can add manually via the MCP server URL above."},"gemini_cli":{"status":"pending","notes":"Gemini-CLI MCP registry submission TBD."},"cursor":{"status":"pending","notes":"Cursor MCP registry submission TBD."}},"data_policy":{"verification_standard_url":"https://www.78flex.ai/verification-standard","notes":"78Flex labels workspace data as operator-confirmed or as public/unverified, and publishes the methodology at the URL above. 78Flex is pre-launch: operator confirmation is still being built out, and the SpaceCard payload does not yet carry a per-space provenance flag. Until it does, an agent must not tell the user that a price or an availability flag from these tools is operator-confirmed. Describe prices as estimates and link the user to the space page to check."},"logo_url":"https://www.78flex.ai/icon-512.png","homepage_url":"https://www.78flex.ai","documentation_url":"https://www.78flex.ai/llms-full.txt","last_updated":"2026-09-12"}