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  • A
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    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    45 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to look up supplement labels by name, barcode or NIH label ID, total daily vitamin and mineral intake against NIH reference intakes and upper limits, and surface medication interactions, herb safety signals, and FDA recalls and adverse events. Answers come back as a plain-language summary in English or Spanish with every figure traced to its label or NIH source.
    1
    MIT
  • F
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    maintenance
    Provides financial stock analysis for U.S. public companies via SEC EDGAR APIs, offering tools to resolve companies, retrieve filings, calculate profitability metrics, compare periods, detect red flags, and get audit evidence, all without API keys.
    -
  • F
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    Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.
    6
    16 npm
    -
  • A
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    Not graded
    quality
    B
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    Enables MCP clients such as Claude, Claude Code and Cursor to keyword-search a directory of over 1,000 hand-picked productivity tools, apps, AI tools, courses and books, filtering by category, type, pricing and result limit, and to fetch a single listing by slug, page URL or exact name and list all categories with counts. It runs read-only over stdio with no API key, dependencies or tracking, making only a plain GET of the public catalogue.
    MIT
  • F
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    Not graded
    quality
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    maintenance
    Enables AI agents to query Korean listed companies' financial statements, public disclosures, executive information, and shareholder structures in real-time using the DART API.
    2
    -
  • A
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    maintenance
    Enables an AI assistant to query clean quarterly credit union and FDIC-insured bank financial data in plain language — lending, deposit mix, earnings, efficiency and peer benchmarking — through pre-built tools rather than raw SQL. Supports field lookup, institution profiles, metric time series, peer comparisons and quarterly income analysis across both sectors from 2018 to today.
    MIT
  • A
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    A
    quality
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    Enables AI assistants to fetch sourced, citable face measurement percentiles, face type definitions and threshold rules, methodology and citation details, and to classify a face shape from four distances using the site's seven rules in order. Read-only and takes no photo.
    7
    15 npm
    MIT
  • F
    license
    Not graded
    quality
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    maintenance
    Provides access to comprehensive U.S. economic data including GDP, personal income, and regional statistics via the Bureau of Economic Analysis API. It enables users to query datasets and retrieve specific economic indicators for states, counties, and industries through natural language.
    3
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  • A
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    A
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    Enables spatial analysis of large remote GeoParquet files directly from object storage without downloading or importing data, using DuckDB's predicate and projection pushdown to answer queries efficiently.
    8
    2
    MIT
  • A
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    A
    quality
    C
    maintenance
    Resolves a company name, registrable domain, or LEI to its GLEIF legal entity record — LEI, legal name, jurisdiction, entity status, and registration status — for $0.05 USDC on Base paid per call over x402, with no signup or API key. Includes a free, no-wallet preview of price and coverage plus hard per-call and per-session spend caps, while misses and ambiguous matches cost nothing.
    2
    51 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search Twitter/X, YouTube, Reddit, Google, app-store listings, and 100+ other public web data endpoints via natural language, with prepaid credit or per-call USDC payment and no account or OAuth required.
    5
    11 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables looking up registration details for domains, URLs, or email addresses, returning registrar, creation and expiry dates, domain age, status codes, nameservers, DNSSEC, and registrant organization and country per domain. Queries registries directly via RDAP or WHOIS with no API key, running on Apify.
    1
    497 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching the Kakao Daum Book Search API by title, author, publisher, or ISBN, retrieving detailed bibliographic and pricing metadata, and exporting results to xlsx, csv, json, or sqlite through MCP or CLI.
    4
    1
    MIT
  • A
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    quality
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    Checks whether a citation has been retracted, corrected, or flagged with an expression of concern by querying Crossref — including retractions that Crossref backfills from the Retraction Watch database, which publishers often never record in their own metadata. Lets an AI agent verify a DOI, or every DOI in a reference list, before using it in research or writing.
    2
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying the Global Solo Banking Access Index to check which US business banking providers explicitly accept, restrict, or remain silent on applicants from 8 countries, with dated evidence URLs and provenance metadata.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to query French public open data through read-only tools: geocoding and reverse geocoding of addresses, company lookups by name, address, leader or SIREN, and commune listings by name, postcode or département. It wraps free, keyless government APIs (IGN Géoplateforme/BAN, Recherche d'entreprises/SIRENE, geo.api.gouv.fr) over stdio or Streamable HTTP with validated inputs and rate limiting.
    5
    MIT
  • F
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    Identifies plants from photos and determines whether a species is native, introduced, or invasive in a given country, drawing on GBIF, GRIIS, and GISD data, and also provides management recommendations and country alien-species lists.
    4
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    Enables AI agents to query real-time, audited Brazilian public data on fuel and LPG prices, regulated medicine ceilings and Farmácia Popular eligibility, and basic food basket/cost-of-living indicators across all 27 states via MCP tools, prompts, and resources.
    11
    MIT
  • A
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    Exposes Brazilian public data — postal codes (CEP), company registrations (CNPJ), CPF/CNPJ validation, banks, national holidays, municipalities, and DDD area codes — as MCP tools and resources, backed by BrasilAPI, ViaCEP, and IBGE with caching, fallback, and rate limiting. Any MCP client such as Claude Desktop or Claude Code can query and validate this reference and registration data through natural language or programmatic calls.
    1
    MIT
  • A
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    quality
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    An MCP server that lets AI assistants search, compare, and rank Korean ETFs by name, issuer, index, or category, with price return calculations and NAV premium analysis.
    11
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    PlaceRoot is an MCP server that answers spatial questions using open map data from Overture Maps, without requiring API keys or signup. It provides tools for place search, area analysis, routing, and geometry operations.
    48
    63 PyPI
    3
    MIT
  • A
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    A
    quality
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    Enables Claude to generate mountain bike loops or point-to-point routes from a place name or coordinates, computed on real OpenStreetMap trails by a routing engine and saved as GPX files with elevation, along with a summary and warnings about traffic, steep grades, protected areas and forbidden access. It also lists previously saved routes.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for the Open Food Facts API that allows users to search, read, and contribute to a global food database. It enables looking up nutrition data by barcode or name and managing product information through natural language.
    10
    341 npm
    4
    MIT
  • A
    license
    A
    quality
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    Enables querying WAZ zone definitions, mapping ADIF DXCC entities and subdivisions to zone codes, searching zones by name or prefix, and checking zone validity with source citations. Runs locally without network access or authentication.
    6
    113 PyPI
    GPL 3.0
  • A
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    Enables turning a research topic keyword or OpenAlex topic ID into ranked institutions and authors, including identifiers, citation metrics, h-index, and newest papers, with optional filters for year, country, and institution type. It runs the analysis on Apify and returns dataset rows to MCP clients.
    1
    506 npm
    MIT
  • A
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    Enables collection of patent-related information from PatSnap's API for trend analysis and reporting, providing tools for patent trends, word clouds, innovation wheels, and identification of top inventors, assignees, and litigated patents.
    10
    41 npm
    7
    MIT
  • F
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    MCP server for searching treks (hiking, mountain biking, horse riding, snowshoeing, etc.) on a GeoTrek instance via its public API, with geocoding via Nominatim. Exposes tools to search treks by duration, elevation, regulation labels, activity type, and proximity to a place or coordinates.
    3
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  • A
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    Enables searching, browsing, and analyzing NYC Council legislative data — bills, hearings, committees, and roll-call votes — through a fast local SQLite index, while confirming current status and upcoming hearings against the live Legistar API. Supports hybrid, live-only, or local-only operation depending on whether an API token or local database is configured.
    8
    79 npm
    7
    MIT
  • A
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    Zero-config MCP access to Singapore's live NEA air quality and rainfall data, including pollution levels, weather warnings, health advice, and local forecasting based on inferred or provided locations.
    5
    1
    MIT
  • A
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    Enables AI-native access to the MITRE ATT\&CK framework, allowing LLMs and agents to query techniques, threat groups, software, and generate ATT\&CK Navigator layers for threat intelligence and security workflows.
    65
    87 npm
    5
    Apache 2.0
  • A
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    A
    quality
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    maintenance
    MCP server for querying Spanish government open data APIs including grants, legislation, company registry, statistics, and open data catalog. Enables LLMs to access Spanish public information on-the-fly.
    26
    5
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables searching, retrieving, and analyzing South Korean national statistics through the KOSIS OpenAPI, including trend, change-rate, and CAGR calculations. Results can be explored by topic or organization and exported to Excel or CSV.
    7
    MIT