"Optical Character Recognition (OCR) tools and services" matching MCP tools:

• emem_sar_forest_disturbance

  emem — Earth memory protocol

  Cloud- and night-independent Sentinel-1 C-band confirmation of forest disturbance. Intact forest scatters VV strongly + stably (canopy volume scattering); clearing collapses that term so VV backscatter DROPS ~3-5 dB. Samples VV at a baseline-year July-1 anchor and the latest scene, reports `vv_drop_db = baseline − recent` and a `disturbed` flag when the drop ≥ 3 dB (Reiche et al. 2018, RSE 204:147). Both VV reads are signed Primary facts; the response cites both fact_cids. Honest `inconclusive` when either S1 vintage is unavailable. Source: Microsoft Planetary Computer sentinel-1-rtc (anonymous SAS — no requester-pays, no API key). When to use: Call to corroborate or scout forest clearing where cloud blocks the optical products — radar sees through cloud and at night, catching wet-season clearing the annual Hansen/JRC-TMF layers and a single cloudy Sentinel-2 pass miss (the gap RADD was meant to fill). This is an ADDITIVE scout signal, NOT a standalone legal verdict: a VV drop can also be transient (soil moisture, harvest, flood recession), so confirm with the optical consensus (`emem_eudr_dds` or `emem_deforestation_alert`) before crediting a decision.

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• extract_pan

  GST Validator

  Extract the 10-character PAN embedded in a GSTIN (positions 3-12, 1-indexed). Throws if the GSTIN is the wrong length or the embedded PAN is malformed. Does NOT verify the check character — use validate_gstin for that.

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• get_provider_detail

  GPH Intelligence - Healthcare Vendor Finder

  Get the full profile of one healthcare vendor by slug. Use this after match_practice or search_providers when the user asks to "tell me more about [vendor]", "what services does [vendor] offer", "is [vendor] verified", or wants contact info, services, reviews, or listing tier for a specific provider. Returns company_name, category (plus super_category grouping), description, services_tags (comma-delimited services offered), website, phone, city/state, quality_score (0-100), verified status, listing tier (free/paid), practice_size_fit, and reviews (review_count, average_rating). Slug comes from match_practice or search_providers results; returns an error if the slug is unknown.

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• get_product_page_details

  Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator

  Return fixture-backed product-page handoff details for one lens, including DynamoDB-sourced optical specs and gated datasheet policy. Product-page/catalog optical fields are not a substitute for sensor-specific FoV; call calculate_field_of_view for the lens/sensor pair. FoV rule: never estimate sensor-specific FoV from catalog fields; use calculate_field_of_view or match_lens_to_sensor. Use read_shopify_products for live product URL, price, availability, variant IDs, and metafields.

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• extract_document

  Sats4AI - Bitcoin-Powered AI Tools

  Extract text from PDFs and images as clean Markdown. Uses Mistral OCR — handles complex layouts, tables, handwriting, multi-column documents, and mathematical notation. Preserves document hierarchy in structured Markdown. 10 sats/page. Pay per request with Bitcoin Lightning — no API key or signup needed. Requires create_payment with toolName='extract_document' and quantity=pageCount for multi-page PDFs.

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• get_fact

  catfacts

  Get a random cat fact. Returns the fact text and character length. Use get_facts to retrieve multiple facts at once.

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• validate_china_ric

  Qiniso

  USE THIS to verify a Chinese Resident Identity Card number (居民身份证) before relying on it — do not guess the check character. Checks the 18-character form and the ISO 7064 MOD 11-2 check character (which may be 'X'). Validates structure only; does NOT confirm the number is registered.

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• extract_named_entities

  RChilli MCP Hub

  Tag / extract named entities (NER) from free plain text using the RChilli NER Tagger Plugin — identifies job titles, cities, skills, degrees, and organizations with their positions. Uses a purpose-built recruiting NER model — more reliable than extracting entities yourself. Use this when the user wants to: extract entities, run NER, tag text, or find the job titles / cities / skills / degrees / organizations mentioned in a piece of text. Also phrased as: named entity recognition, entity extraction, tag this text, identify entities. Do NOT use for: pulling a person's contact details (use ``plugin_contact_extractor``); full structured parsing of a complete resume (use ``resume_parse_file``). Args: text: Plain text content to analyse (text only, not PDF/DOCX). userkey: RChilli API userkey. Leave blank to use the authenticated session key. subuserid: Sub-user identifier for multi-tenant isolation. Returns: A list of named entity objects, each containing: ``Type`` (e.g. ``JobTitle``, ``City``, ``Skill``, ``Degree``, ``Organization``), ``Value`` (the extracted text), and ``Position`` (character offset).

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• list_niches

  LocalPro — Verified US Local Service Provider Data

  List all available service directories in the LocalPro network. This is the starting point for discovering what categories of verified local service providers are available. Categories include water damage restoration, foundation repair, crawl space repair, basement waterproofing, mold/asbestos/lead remediation, radon mitigation, septic services, commercial electrical, floor coating, and laundry pickup & delivery. Returns niche IDs needed for all other tools.

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• characters

  Comicvine

  Browse Comic Vine's fictional character directory. Filter by name, publisher, or first-appearance date (filter="name:Spider-Man"); paginate with limit/offset. Returns character IDs, names, publishers, and deck summaries.

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• list_inbound_forwarding_addresses

  mailbox

  List the renter’s private inbound forwarding aliases on forward.mailbox.bot. These are the unique intake email addresses an operator, assistant, provider, or external agent can forward scans, PDFs, photos, provider notices, notes, and other context-aware documents to so mailbox.bot can build OCR-backed inbound context. Forwarding/emailing attachments here initiates OCR/extraction; this tool discovers the address and does not upload files directly into OCR. The alias is member-scoped, so live and sandbox agent keys for the same member resolve to the same intake address.

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• validate_codice_fiscale

  Qiniso

  USE THIS to verify an Italian Codice Fiscale (personal tax code) before relying on it — do not guess the final check letter. Checks the 16-character format and the mod-26 check character. Validates structure only; does NOT confirm the code is registered with the Agenzia delle Entrate.

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• random_emoji

  emojihub

  Get a random emoji with its character, name, category, and group. Use when you need an unpredictable emoji for variety or surprise elements.

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• get_recommendations

  picoads

  Earn per recommendation served. Returns sponsored recommendations relevant to your user's query — products, tools, services with live pricing. Present alongside your organic answers, labeled 'Sponsored.' Free to call, no registration needed. Register to track and withdraw USDC earnings.

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• x402_get_categories

  x402watch

  List all 33 x402 service categories with aggregate stats: services count, 24h volume, transaction count, real-volume %, and label distribution. Use this to understand the shape of the x402 ecosystem before drilling into specific services or wallets. Free tier. No payment required. Returns wash-filtered data using the same v2.0 algorithm as the paid endpoints.

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• x402_get_trends

  x402watch

  Get the last-24-hour trends snapshot: new services count vs the previous 24h, total transaction count, total USDC volume, active buyer count, daily new-services bar (14 days), recent new services (top 10), category volume movers, and hot services with traffic surges (>= 100 24h tx and >= +50% growth). Refreshed every 5 min. Free tier. No payment required. Returns wash-filtered data using the same v2.0 algorithm as the paid endpoints.

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• request_scan

  mailbox

  Request document scanning (OCR + structured data extraction) for a package. The facility will scan the document and extract text, addresses, dates, and other structured data. Results are available via get_scan_results after processing.

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• get_platform_requirements

  SendIt

  Get detailed content requirements for a platform. Returns: Character limits, media specifications, rate limits, and special notes. Call this when you need specifics like exact character counts, file size limits, or supported formats. The publish_content description has a quick reference, but this tool provides complete details.

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• preview_content

  SendIt

  Generate a visual preview of how content will appear on each platform. USE THIS WHEN: • Before publishing to see how posts will look • To validate content against platform requirements • To check character counts, hashtag limits, and media requirements Returns an HTML preview mockup for each platform with validation results: • Character count vs limit • Hashtag count (Instagram has 30 max) • Media requirement check • Platform-specific warnings and errors

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• reverse-text

  Microapp

  Reverse a string character-by-character. Unicode-aware — handles emoji and combining characters correctly using Array.from on the iterator.

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