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qualityB
maintenanceMCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
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"Resources for improving coding skills and debugging code" matching MCP servers:
- AlicenseCqualityDmaintenanceProvides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.20MIT
- Alicense-qualityCmaintenanceA Model Context Protocol server that provides semantic search and intelligent access to a comprehensive list of free services and tools for developers.71MIT
Statistics Query andofficial
FlicenseBqualityCmaintenanceMCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.5- Alicense-qualityDmaintenanceExposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.18MIT
- Alicense-qualityBmaintenanceMCP standards server that grounds K-12 lesson plans by providing tools to look up standards, progressions, curriculum, misconceptions, and learning components from open educational data.Apache 2.0
- AlicenseAqualityCmaintenanceA Python FastMCP server that re-exposes Kindora's public funder and grant tools for ChatGPT, enabling grant discovery from IRS 990 filings and Grants.gov.9MIT
- AlicenseAqualityBmaintenanceMCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.6MIT
- AlicenseAqualityDmaintenanceProvides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.2Apache 2.0
- AlicenseAqualityAmaintenanceMCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).4142MIT
- AlicenseAqualityCmaintenanceEnables querying of Hong Kong government data on elderly community care services, such as waiting times and applicant counts.11MIT
- AlicenseBqualityCmaintenanceProvide 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.8152MIT
- Alicense-qualityDmaintenanceProvides access to the USGS Quakes API within Claude Desktop, enabling users to retrieve earthquake data and details through natural language queries.1MIT
- Alicense-qualityCmaintenanceEnables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.MIT
- Flicense-qualityCmaintenanceProvides a tool to fetch npm package information via MCP. Enables AI agents to retrieve structured package details using the getNpmPackageInfo tool.
- Flicense-qualityDmaintenanceProvides a tool to fetch npm package information via the Model Context Protocol.8
- AlicenseAqualityCmaintenanceExposes 26 structured analytical tools over Climate Finance Update datasets, enabling fund-level financial analysis, portfolio aggregations, and data quality diagnostics without requiring the client to write data access code.26Apache 2.0
- AlicenseAqualityBmaintenanceMCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.156871MIT
- AlicenseAqualityDmaintenanceAn MCP server that gives AI coding agents real-time access to the public-apis dataset, enabling search, live probing, and code snippet generation for 1,500+ free public APIs.7374MIT
- FlicenseAqualityBmaintenanceMCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.514