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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying the BOLD Systems global DNA barcode database for specimen records, taxonomy, barcode sequences, and BIN clusters, with keyless access and FASTA-ready output.
    427 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying live Sonoma County animal shelter intake and outcome records, including recent intakes, animal lookup by id/name/breed, and outcome summaries.
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides MCP tools to query live Austin Animal Center intake and outcome records, including recent intakes, animal lookup by ID/name/breed, and outcome summaries by type, animal type, or month.
    423 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    12
    -
  • F
    license
    B
    quality
    Not graded
    maintenance
    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
    7 npm
    -
  • F
    license
    Not graded
    quality
    D
    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
    license
    A
    quality
    B
    maintenance
    Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.
    8
    34 PyPI
    4
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive Swiss agricultural environmental compliance data covering water protection zones, ammonia emission limits, biodiversity requirements, and nutrient regulations from BAFU, BLW, and Agroscope. Enables AI assistants to search federal ordinances and verify farm compliance through specialized tools for GSchG, LRV, DZV, and other environmental laws.
    34 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying open job postings directly from company applicant-tracking systems (Greenhouse, Ashby, Lever), finding a company's job board, listing and comparing roles, and accessing salary data, all without scraping or API keys.
    3
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    DeepPVMapper is an open source, crowdsourced verified AI map of rooftop solar systems. The MCP serves as a endpoint to allow queries to the database (1.1M+ systems) in natural language. This work is based on my former PhD work.
    8
    17
    37
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Search and retrieve detailed information about Swiss companies from the official Zefix register, including company profiles, corporate structures, and SHAB publications.
    6
    29 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access World Cube Association speedcubing data including world records, competitor profiles, competition information, and championship results. Supports queries about rankings, competition schedules, and detailed speedcubing statistics through natural language.
    12
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides access to geographical and tourism information about Colombia, including regions, departments, cities, and tourist attractions through the API Colombia service.
    15
    11 npm
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve data about Russian companies, entrepreneurs, and individuals via the Checko.ru API, including financial reports, legal cases, and bankruptcy information.
    12
    24 PyPI
    13
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Answers questions about public tech companies’ AI-infrastructure spending using real SEC EDGAR filings, returning traceable values with sources and derivations. It also detects filing inconsistencies and can draft or file data-quality GitHub issues with supporting evidence.
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to answer everyday questions about Charlotte, NC using official public data from the city's open data portal, including crime, 311 requests, zoning, transit, city services, and government transparency.
    19
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables natural language search for cocktail recipes and ingredient information through TheCocktailDB API. Supports searching by cocktail name, ingredient, category, or alcohol content to discover recipes and recommendations.
    5
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
    8
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Korean public institution information, enabling AI clients to search, compare, and analyze disclosure data, public services, laws, and news.
    32
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides LLM clients with real-time access to BSUIR class schedules, academic weeks, student groups, and teachers through a read-only MCP interface, enabling natural-language queries about lessons and timetable information.
    22
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that connects AI assistants to Brazilian public data services, providing access to postal codes, company registrations, bank information, area codes, IBGE data, currency exchange rates, and domain registration status.
    11
    5 npm
    4
    MIT