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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:

  • MCP File Forge

    mcp-tool-shop-org
    A
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server for secure, sandboxed file operations and project scaffolding with built-in search and regex capabilities. It is optimized for Windows environments and features configurable access controls to restrict operations to specific directories.
    Last updated
    17
    8

  • File System Explorer MCP

    akshat12000
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    license
    B
    quality
    D
    maintenance
    A beginner-friendly MCP server that enables AI to explore file systems through tools for listing directories, reading files, searching with wildcards, and getting file metadata. Perfect for learning MCP development while providing practical file system interaction capabilities.
    Last updated
    4
    31
    MIT

  • Skills Search MCP

    artur282
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    license
    -
    quality
    D
    maintenance
    A powerful MCP server that brings the skills.sh ecosystem directly to your AI agents, enabling effortless discovery, installation, and management of skills.
    Last updated
    1
    MIT

  • Pandoc MCP Server

    MaitreyaM
    F
    license
    -
    quality
    D
    maintenance
    Enables document conversion between various formats (Markdown, DOCX, HTML, PDF, etc.) using Pandoc, allowing AI agents to request conversions via natural language.
    Last updated
    7

  • mcp-ssh-live

    pmboxbiz
    A
    license
    A
    quality
    D
    maintenance
    Interactive, streaming SSH tool for LLM agents that enables spawning long-running remote commands with live line-by-line output, signal handling, stdin input, and SFTP file transfer.
    Last updated
    14
    MIT

  • ssh-mcp

    ifindv
    A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to interact with remote servers via SSH, supporting command execution, file upload/download, and directory listing.
    Last updated
    7
    MIT

  • firepass-mcp

    jameshgrn
    A
    license
    A
    quality
    A
    maintenance
    MCP server that turns Kimi K2.6 Turbo into an agentic coding assistant with tools for file operations, shell commands, and code search.
    Last updated
    4
    1
    MIT

  • hermes-gpt

    n0geegee
    A
    license
    A
    quality
    B
    maintenance
    Enables MCP-based interaction with a local Hermes Agent installation, providing file read/search, skill management, and optional sandboxed write, terminal, and memory tools.
    Last updated
    9
    MIT

  • ssh-chat-mcp

    aiplatforms-ru
    A
    license
    A
    quality
    B
    maintenance
    Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP sessions to remote hosts, run commands, and upload/download files without holding any pre-baked credentials.
    Last updated
    17
    15
    2
    MIT

  • ellmos-filecommander-mcp

    ellmos-ai
    A
    license
    A
    quality
    A
    maintenance
    Comprehensive MCP server for filesystem operations, process management, interactive sessions, and async file search. Includes utilities for JSON repair, encoding fixes, duplicate detection, OCR, ZIP archives, and Markdown export.
    Last updated
    46
    419
    4
    MIT

  • jq-mcp

    kolodny
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that exposes a single tool, jq, for running jq filters against JSON files on disk.
    Last updated
    1
    30
    MIT

  • Context Optimizer MCP Server

    malaksedarous
    A
    license
    A
    quality
    C
    maintenance
    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    Last updated
    5
    38
    62
    TypeScript
    MIT