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"Automated error detection in transformation processes" matching MCP servers:

  • Realty In Au MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    C
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    13
    MIT

  • state-of-ai-in-design-systems

    kaelig
    F
    license
    -
    quality
    B
    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.
    1

  • sodabar

    UsmarHaider
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that puts open data on tap, enabling LLM clients to search, inspect, and query 30,000+ civic datasets from Socrata portals with built-in guardrails like row caps and actionable error messages.
    4
    MIT

  • comprasal-mcp

    glassbit
    A
    license
    A
    quality
    C
    maintenance
    Enables querying El Salvador's public procurement data, including awarded processes, supplier contracts, and institution details, from the live COMPRASAL API through an MCP interface.
    8
    1
    MIT

  • PolyMarket MCP Server

    berlinbra
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with the PolyMarket API to fetch prediction market data such as market information, prices, and historical data, with robust error handling and rate limit management.
    4
    142
    MIT

  • federal-spend-ai

    SBPnet
    A
    license
    -
    quality
    B
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT

  • @altronis/altronis-mcp

    sypherin
    A
    license
    -
    quality
    B
    maintenance
    MCP server and CLI for Altronis, providing read-only access to Singapore AI consulting tools including an AI consultant, grant-matched transformation plans, and curated Singapore AI events, news, and ecosystem data.
    58
    MIT

  • CompanyIQ MCP Server

    josuekongolo
    F
    license
    -
    quality
    -
    maintenance
    Provides comprehensive Norwegian business intelligence through Brønnøysund and Statistics Norway APIs, enabling company search, financial analysis, ownership mapping, market research, and automated financial data extraction.

  • ecos-mcp-server

    josiah2050
    F
    license
    -
    quality
    C
    maintenance
    Enables querying Korean economic statistics via Bank of Korea's ECOS API, including time series data, statistical tables, items, key indicators, and terminology, with raw responses and error fidelity.

  • ligo-mcp

    kellisonhering
    F
    license
    -
    quality
    B
    maintenance
    A gravitational-wave detection pipeline combining lightweight signal-processing with an LLM triage layer, featuring a pre-registered evaluation harness that measures performance against synthetic injections in real detector noise.

  • Korea Stocks MCP

    Team-Delgo
    F
    license
    -
    quality
    B
    maintenance
    A read-only MCP server skeleton for Korean stocks data, with tool stubs for stock quotes, orderbooks, and DART filings; all data tools currently return a NOT_IMPLEMENTED error.

  • Wikipedia MCP Server

    OriShmila
    F
    license
    -
    quality
    D
    maintenance
    Provides access to Wikipedia through 10 tools including search, article retrieval, summarization, and fact extraction, with multi-language support and robust error handling.

  • datagouv-mcp

    datagouv
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.
    10
    1,579
    MIT

  • meta-data-mcp

    derekslinz
    A
    license
    A
    quality
    A
    maintenance
    A single MCP server that transparently routes user requests to 83 open-data sources with built-in discovery and autonomous plugin creation.
    15
    4
    MIT

  • tokyo-opendata-mcp

    bitpackman
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables AI to correctly search and query Tokyo's open data by automatically handling synonym variations, warning about misleading update timestamps, and skipping empty rows in API responses.
    4
    MIT

  • psx-mcp

    revolutionarybukhari
    A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announcements, indices) as LLM-callable tools, enabling conversational market queries in plain English.
    9
    3
    MIT