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    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
  • 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
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  • F
    license
    B
    quality
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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
    7 npm
    -
  • 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
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  • A
    license
    A
    quality
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    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
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    Not graded
    quality
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    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
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    A
    quality
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    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
    C
    maintenance
    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
    57 npm
    5
    Apache 2.0
  • F
    license
    A
    quality
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    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
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  • 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
  • F
    license
    A
    quality
    Not graded
    maintenance
    Enables users to search and retrieve detailed information about Taiwan government procurement tenders through the Government Electronic Procurement System API. It supports searching tenders by keyword, category code, date, and government unit.
    6
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  • A
    license
    B
    quality
    B
    maintenance
    Enables querying Brazil's official CNPJ company registry data, counting and listing establishments by municipality, state, CNAE activity, size, or status, with caveats about official dump limitations such as non-IBGE municipality codes and secondary activities.
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables interaction with the Norwegian Business Registry (Brønnøysundregistrene) API to search and retrieve detailed information about Norwegian companies, subunits, roles, organization forms, municipalities, and NACE industry codes.
    18
    13 npm
    1
    MIT
  • A
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    quality
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    Connects MCP clients to the public Chess.com Published-Data API so users can ask natural-language questions about a player's monthly results, recent games, current and best ratings, and profile details. All access is read-only and requires no API key or sign-in.
    4
    19 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimized responses for stock data, financials, options, and analyst info.
    9
    MIT
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    license
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    quality
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    Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.
    8
    11 npm
    2
    MIT