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    Enables running and verifying SPH fluid simulations via MCP tools for case setup, background simulation, result analysis, and quantitative dam-break validation.
    7
    1
    MIT
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    An enhanced Model Context Protocol filesystem server that fixes common limitations and adds features like glob pattern search, head/tail reading, intelligent file editing with syntax validation, and new tools for delete and command execution.
    12
    18 npm
    1
    MIT
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    An MCP server for ABB/Hitachi Energy PCM600 that provides offline IEC 61850 SCL file analysis, .apcmp project archive inspection, ACT logic recovery, and safe read-only drive of the PCM600 CLI for project exports and validation.
    23
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    Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.
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    Minimal MCP server that enables network connectivity testing via ping commands from VS Code Chat. Features cross-platform support and secure execution using execFile with input validation to prevent command injection.
    1
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    An MCP server providing direct access to gdb-multiarch for debugging Nintendo Switch executables on Yuzu or hardware via a GDB stub. It features specialized tools for offset-based breakpoints, instruction patching, and frame-pointer backtraces relative to the game's base address.
    33
    4
    MIT
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    Provides deterministic system information and developer utilities including date/time operations, OS details, math calculations, random data generation, hashing, text formatting, data validation, encoding/decoding, and log analysis.
    20
    MIT
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    Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intelligent terminal automation through a multi-agent system with distributed specialized roles for command execution, security validation, and real-time monitoring.
    4
    8 npm
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    MIT
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    A secure MCP server for Windows Subsystem for Linux environments, facilitating safe command execution with extensive validation and protection against vulnerabilities like shell injection and dangerous commands.
    7
    26 npm
    23
    MIT
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    A local, evidence-driven MCP runtime and control plane for open-source maintainers that provides workspace-bounded tools including controlled file operations, command execution, validation primitives, durable execution records, and human review workflows via stdio and Streamable HTTP transports.
    33
    MIT
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    Enables AI assistants to operate Juniper Junos and SRX network devices over NETCONF and SCP, running operational CLI and PFE commands, inspecting and diffing configuration, validating and committing changes with confirmed auto-rollback, and managing SRX security workflows such as signature-package updates, chassis-cluster health, and read-only policy and address-book inspection.
    3
    MIT
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    Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.
    9 npm
    MIT
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    Exposes any paparam CLI as an MCP server, automatically deriving tool definitions, resources, and prompts from the command's own schema, with validation before execution and support for both MCP protocol eras.
    Apache 2.0
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    Exposes locally installed bim-cli verbs as MCP tools so an AI assistant can extract and stamp PDF text, split or merge PDFs, look up flood zones by address or coordinates, and convert IFC/FBX/glTF files headlessly on Windows without Revit or any desktop app open. All execution stays on the local machine through a stdio server launched from the existing binary.
    MIT
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    Enables building lightweight MCP servers where Rust handles transport, routing, and schema validation while Python defines tool behavior using type hints, with support for stdio and HTTP transports.
    MIT