Universal Data API

Connect Remote server

claude mcp add --transport http universal-data-api https://universal-data-api.jkpua1.workers.dev/mcp/general

{
  "mcpServers": {
    "universal-data-api": {
      "url": "https://universal-data-api.jkpua1.workers.dev/mcp/general"
    }
  }
}

{
  "servers": {
    "universal-data-api": {
      "type": "http",
      "url": "https://universal-data-api.jkpua1.workers.dev/mcp/general"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://universal-data-api.jkpua1.workers.dev/mcp/general

Tools 80 found in our last check

• api_agent_commerce_hunter

  Agent Commerce Hunter — Search customer-authorized eBay offers OR inspect one caller-supplied public product page without an eBay key when source_mode=public_page; compare prices only for actual offers, and optionally read stock signals through extract/product-check, retrieve pu…

• api_agent_web_research

  Agent Web Research — Search attributed global news and OpenAlex research; optionally read a supplied public HTML page once to extract evidence, confirm reachability and fingerprint its content, compare an earlier semantic hash, and extract up to three text-only pages from a publ…

• api_agent_intelligence

  Agent Intelligence — One evidence-aware agent entry point. Directly orchestrates Agent Web Research and optionally Agent Commerce Hunter without extra platform fees. Combines attributed news, academic records, optional supplied public HTML and PDF evidence, optional eBay offers,…

• api_payment_setup

  Dual Payment Setup — generate installable x402 and MPP seller/buyer starter files using official SDKs; no automatic payment, deployment or secret custody. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_growth_distribution

  Agent Growth Autopilot — generate a channel-matched, reusable organic distribution plan for customer-owned API, MCP or developer software; records approvals and channel requirements without claiming submission. One call costs 0.01 USDC on Base x402; customer-owned provider crede…

• api_extract

  Extract real metadata from public HTML, returning requested fields and source. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_product_check

  Read a public product listing price, currency and stock indicators. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_page_change

  Compare a public page with a caller-supplied previous fingerprint or snapshot. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_policy_extract

  Extract published policy passages with source. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_company_profile

  Read a public structured organization profile. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_source_verify

  Check source reachability and content fingerprint, not independent fact checking. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_pdf_extract

  Extract selectable text from a short public PDF. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_safe_url

  Inspect HTTPS URL structure and one-hop redirect. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_wallet_intelligence

  Query public Base ETH and USDC balances and nonce. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_local_business

  Parse actual public LocalBusiness structured data. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_b2b_leads

  Retrieve public role-based company contact links. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_timeline

  Create deterministic AI video shot schedules, frame counts and overlap timing from caller-provided shot durations; no video rendering. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_arrangement

  Create BPM-based original-music timing grids, bars, beats and section schedules from caller input; no audio rendering or copyrighted composition. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_investment_return

  Calculate deterministic stock, ETF and investment profit, fees, distributions and percentage return from user-provided assumptions; no market quotes or recommendations. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where nee…

• api_hr_payroll

  Calculate gross wages for small businesses from hours, base rate, optional overtime and staff count; no tax or statutory payroll compliance calculation. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_order_profit

  Calculate ecommerce, wholesale and viral-order contribution margin from selling price, cost, delivery, payment/platform fees, ads and units. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_live_commerce

  Calculate livestream shopping click-through, orders per viewer, average order value and contribution using user-supplied metrics. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_metadata

  Extract public VideoObject video title, publisher, duration, upload date and published content metadata from a webpage; no video generation. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_metadata

  Extract public MusicRecording or MusicAlbum title, artist, album, duration and genre from JSON-LD; no music generation or playback. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_investor_disclosures

  Find a public company’s own annual-report, earnings and investor-relations links on the submitted webpage; no real-time stock prices. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_government_services

  Extract structured public government office metadata and linked public-service pages from a user-provided website; does not certify authority. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bank_terms

  Extract evidence snippets for publicly published bank fees and account terms from a supplied HTTPS webpage; not a live rate feed. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_public_safety_contacts

  Read publicly published structured office contacts of police stations, fire stations or government hospitals from supplied website; not emergency dispatch. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_healthcare_directory

  Read structured public hospital or clinic address, phone, hours and specialty details from a supplied website; no diagnoses, records or bookings. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_herb_formula_scale

  Scale a user-supplied traditional herb formulation across batches without recommending ingredients or dosages. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_herb_lot_fefo

  Allocate stored herb batches in first-expiring-first-out order, showing exact grams and shortages. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_four_pillars

  Calculate traditional Chinese Four Pillars from a local civil birth date/time using lunar-javascript; no predictions. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_lunar_calendar

  Convert Gregorian local civil date into Chinese lunar calendar date, lunar month and zodiac using calendar calculations. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_ten_gods

  Calculate traditional Ten Gods labels relative to Four Pillars day stem, with no personal fate inference. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_five_elements

  Count Five Elements represented by the eight surface stems and branches of a calculated Four Pillars chart. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_solar_terms

  Return nearby traditional Chinese solar-term timestamps around a civil date with calendar-based calculations. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_egfr2021

  Calculate adult race-free 2021 CKD-EPI creatinine eGFR with standardized creatinine in mg/dL. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_bsa

  Calculate body surface area using the Du Bois formula from patient-supplied height and weight. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_anion_gap

  Calculate uncorrected serum anion gap Na−(Cl+HCO3) from same-sample laboratory values. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_corrected_calcium

  Apply conventional albumin-corrected calcium estimate in mg/dL using albumin in g/dL. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_serum_osmolality

  Calculate standard estimated serum osmolality from Na, glucose and BUN in specified units. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_therapy_rom_progress

  Compare therapist-supplied joint range-of-motion degrees against initial and goal measurements. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_therapy_visit_scheduler

  Generate calendar dates for agreed manual therapy appointments at a specified cadence, skipping weekends if requested. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_ktv_round_robin

  Build a fair karaoke song rotation across singers, preserving each singer’s chosen song order. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_series_watch_plan

  Build an episode-by-episode multi-day film/TV series watching schedule for given minutes available each day. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_subtitle_srt_to_vtt

  Convert caller-owned SRT subtitles into playable WebVTT, preserving cue timing and text. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_storyboard_list

  Convert a supplied scene specification into a camera shot list with prompts and production time budget. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_midi_beat

  Generate a downloadable-standard base64 MIDI file of an original drum pattern (kick/snare/hat steps). No copyrighted song or audio playback. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_finance_position_risk

  Compute capital-constrained trade position sizing from user-defined entry, stop and maximum percent loss. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_finance_loan_amortization

  Generate amortizing-loan monthly payment, interest total and sample schedule from principal, annual rate and months. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_hr_shift_rest

  Find overlapping work shifts, shift duration and gaps shorter than a caller-defined rest requirement. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_commerce_reorder_point

  Calculate demand-based reorder threshold and suggested replenishment quantity for supplier lead times. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_live_run_of_show

  Create a timestamped live-streaming run-of-show schedule from segment names and minutes. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bank_fx_spread

  Compare a bank’s quoted foreign-exchange rate with a user-supplied mid-market rate and calculate hidden spread cost. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_brain_text_chunker

  Chunk caller-supplied documents into overlapping, indexed UTF-8 text passages ready for retrieval pipelines. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_weather_heat_index

  Apply the NOAA Rothfusz heat-index regression for hot humid conditions, from temperature Celsius and relative humidity. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_herb_batch_cost

  Compute actual retail herb blend batch ingredient costs and gross margin from herb:grams:price_per_gram input. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_herb_reorder

  Produce per-herb reorder quantities from daily use, supplier lead days, on-hand grams and safety-stock grams. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_herb_traceability

  Create a nonclinical lot-to-batch provenance ledger with ingredient lot identifiers and mass allocations. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_bazi_nayin

  Calculate traditional NaYin labels for all four accurately calculated Four Pillars from local birth time. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_ideal_body_weight

  Compute adult Devine ideal body weight in kg using stated sex and height; formula output only. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_mean_arterial_pressure

  Calculate mean arterial pressure from systolic and diastolic mmHg and pulse pressure. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_medical_glucose_units

  Convert measured glucose concentration between mg/dL and mmol/L using 18.0182 conversion factor. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_therapy_pain_diary

  Produce timestamped symptom-score trend and change from client-entered 0–10 diary observations, without diagnosis. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_therapy_session_capacity

  Estimate a physiotherapy or massage business total bookable sessions given rooms, therapists, shifts and appointment spacing. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_ktv_key_transpose

  Transpose a user-supplied melody sequence of note names by any semitone interval without audio playback. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_ktv_session_budget

  Determine whether a karaoke booking can fit song durations, intervals and a planned rest break. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_series_release_calendar

  Generate ISO dates for an original serial drama production release cadence and episode numbering. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_subtitle_reading_speed

  Measure each caller-provided SRT subtitle cue reading speed in characters per second and flag a caller-defined threshold. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_subtitle_offset

  Shift every SRT cue timestamp by caller-provided positive or negative milliseconds while preserving cue text. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_film_production_budget

  Allocate a film production budget across user-entered line items and contingency percent, showing over/under budget. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_aspect_fit

  Compute aspect-ratio-safe crop and letterbox geometry for video deliveries at target resolution. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_edl

  Build a CMX3600-style edit decision list from original ordered shot durations and a configured frame rate. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_frame_converter

  Convert non-drop-frame HH:MM:SS:FF timecode to exact frame count and milliseconds at 24,25 or 30 FPS. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_video_shot_prompts

  Build structured shot-by-shot visual continuity prompts from a user-owned scene, actor traits and camera plan. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_chord_transpose

  Transpose a user-provided sequence of chord labels with accidentals and chord qualities by semitone count. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_metronome_grid

  Return precise beat and bar timestamps for an original music recording at user-supplied BPM and meter. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_music_royalty_split

  Allocate an artist-owned revenue pool across a named collaboration split, verifying royalties sum to 100 percent. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_finance_cagr

  Calculate compound annual growth rate and annualized gain from initial/final values and elapsed years. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

• api_finance_dividend_growth

  Project dividend cash distributions by year with user-provided yield, growth and compounding assumptions. One call costs 0.01 USDC on Base x402; customer-owned provider credentials use X-Provider-Key header where needed.

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