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

  • mcp-ai-detection

    carminelau
    A
    license
    -
    quality
    B
    maintenance
    Enables multi-tier AI-detection screening on academic papers by extracting text from .tex and .docx files, splitting into standard sections, and running a pipeline of statistical and LLM-based analysis.
    MIT

  • All-in-MCP

    isomoes
    A
    license
    C
    quality
    C
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    7
    2
    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
  • ebp-directory by Automated-Intelligence

    ebp-directoryofficial

    Automated-Intelligence
    F
    license
    -
    quality
    C
    maintenance
    MCP server for querying a cross-referenced directory of evidence-based therapies and interventions, enabling search by query, tier, problem, population, modality, and registry.

  • GetABrain🧠 | Live Human-in

    Guitarmaniac24
    A
    license
    A
    quality
    C
    maintenance
    Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.
    7
    120
    MIT

  • mcp-chainladder

    datalattice
    A
    license
    A
    quality
    D
    maintenance
    Enables to perform actuarial chain-ladder reserving calculations, including IBNR estimation, ultimate projections, Mack stochastic error estimates, and diagnostic tests, through natural language conversation with Claude.
    14
    MIT
  • humanpen-mcp by humanpen

    humanpen-mcpofficial

    humanpen
    A
    license
    A
    quality
    A
    maintenance
    MCP server for HumanPen that lets AI agents work on real documents (.docx, .pptx, .pdf) — humanizing content to lower AI-detection scores, converting citations, condensing, and translating while preserving formatting, tables, images, and citations.
    8
    208
    1
    Apache 2.0

  • MCP Tabular Data Analysis

    K02D
    F
    license
    A
    quality
    D
    maintenance
    Enables comprehensive analysis of CSV files and SQLite databases through tools for statistics, correlations, anomaly detection, pivot tables, time series analysis, visualization, and automated insights discovery.
    16

  • mcp-altair-studio

    alan4041207
    F
    license
    A
    quality
    B
    maintenance
    MCP server that enables Claude to control Altair AI Studio for data mining and machine learning tasks, including data import, cleaning, transformation, model training, clustering, association rules, and executing saved processes.
    18

  • social-research-mcp

    TerminalGravity
    A
    license
    A
    quality
    -
    maintenance
    An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.
    14

  • openpitch-mcp

    Avierovich
    A
    license
    B
    quality
    A
    maintenance
    Enables natural-language queries about AI startup metrics like ARR and funding, with sourced, confidence-scored answers and contradiction detection.
    8
    6
    MIT

  • VisiData MCP Server

    moeloubani
    A
    license
    B
    quality
    D
    maintenance
    Provides access to VisiData functionality for data analysis, visualization, and transformation across multiple formats. Supports advanced features like correlation heatmaps, skills analysis, salary benchmarking, and statistical distribution plots.
    15
    8
    MIT

  • doings-evidence-mcp

    Marcwarn
    F
    license
    B
    quality
    B
    maintenance
    This MCP server provides critical evidence assessment for organization-design, leadership and transformation claims, enabling users to critique consulting text, check claims against research, and generate safer phrasing.
    15