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"Parsing and Unparsing CSV Files for AI Context Use" matching MCP servers:

  • mcp-csv-analyst

    seraphinerenard
    A
    license
    A
    quality
    Not graded
    maintenance
    An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.
    6

  • CSV Editor

    santoshray02
    A
    license
    B
    quality
    C
    maintenance
    Comprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files
    4
    39
    24
    MIT

  • mesen-for-ai

    paulomanrique
    A
    license
    C
    quality
    B
    maintenance
    MCP server that launches Mesen/MesenCE headlessly and exposes the emulator's debugger-face Lua API over MCP JSON-RPC, enabling AI agents to load ROMs, step frames, inspect memory/registers, manage breakpoints/watches, trace execution, and export Code/Data Logger maps for SNES, NES, PC Engine, and Game Boy Advance.
    22
    GPL 3.0

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT

  • mcp-csv

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header detection and custom delimiters.
    8
    MIT

  • xserver-files-mcp

    mocchalera
    A
    license
    A
    quality
    B
    maintenance
    A local stdio MCP server for managing files on XServer via SFTP, enabling secure file operations, backups, and workspace management for XServer hosting.
    13
    MIT

  • test-files-mcp

    Zulelee
    A
    license
    A
    quality
    C
    maintenance
    Generates test files locally (images, PDFs, CSVs, corrupted files, etc.) from natural language prompts, with configurable sizes and safety limits.
    10
    MIT

  • files-mcp-ts

    LiviuBirjega
    F
    license
    B
    quality
    D
    maintenance
    A lightweight MCP server for basic file operations, enabling reading, writing, and listing files securely via the Model Context Protocol.
    3
    1

  • CSV Analytics MCP Server

    CSOAI-ORG
    A
    license
    Not graded
    quality
    A
    maintenance
    A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV files, filtering and querying data, computing statistics, creating aggregations, building pivot tables, and exporting chart-ready data using pandas.
    9
    MIT

  • rails-ai-context

    crisnahine
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.
    153
    MIT

  • Files MCP Server

    iceener
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.
    13
    75
    ISC

  • mac-use-mcp

    antbotlab
    A
    license
    A
    quality
    D
    maintenance
    Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.
    18
    66
    5
    MIT

  • should-i-use

    mrkeyoor
    A
    license
    A
    quality
    B
    maintenance
    MCP server that recommends which npm/PyPI libraries to use or avoid, with concise verdicts, alternatives, and code snippets, keeping responses under 500 tokens.
    5
    244
    1
    MIT