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"Tools or methods for designing automatically" matching MCP servers:

  • mcp-tools

    egnaro9
    F
    license
    A
    quality
    B
    maintenance
    Provides five safe tools (calc, search, model_drift, compare_runs, grade_answer) for arithmetic, keyword search, model drift monitoring, eval comparison, and answer grading against sources, all implemented directly from the MCP spec with zero dependencies.
    Last updated
    5

  • msp-tools-mcp

    Jackson-DM
    F
    license
    A
    quality
    C
    maintenance
    Provides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses for security tickets based on content scanning, even if mislabeled.
    Last updated
    5

  • jar-tools-mcp

    gogainda
    A
    license
    A
    quality
    B
    maintenance
    MCP server for jar.tools' JAR security scanner. Enables AI agents to scan local .jar, .zip, or .class files for supply-chain risk without opening a browser.
    Last updated
    1
    MIT
  • m-dev-tools-mcp by m-dev-tools

    m-dev-tools-mcpofficial

    m-dev-tools
    A
    license
    A
    quality
    A
    maintenance
    MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
    Last updated
    3
    AGPL 3.0

  • xlsx-for-ai

    senoff
    A
    license
    A
    quality
    A
    maintenance
    50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.
    Last updated
    50
    350
    5
    MIT

  • mcp-engineering-tools

    shahradzomorrodi
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives an AI assistant a set of real mechanical-engineering tools. Provides deterministic tools like material properties, beam analysis, unit conversion, and curve fitting for engineering calculations.
    Last updated
    5
    MIT

  • MCP Financial Tools

    huntbuilds
    A
    license
    A
    quality
    D
    maintenance
    Provides actionable financial intelligence tools for AI agents including insider buying signals, earnings IV plays, market pulse, stock analysis, and options strategies via free public data sources.
    Last updated
    6
    MIT

  • seo-tools-mcp

    antohins
    A
    license
    A
    quality
    A
    maintenance
    Five general-purpose stdio MCP servers for SEO: access to SERP, Wordstat, Google Search Console, Yandex.Webmaster and Yandex.Metrica straight from Claude Code (or any MCP client). All tools are read-only, output is strict JSON. Not tied to a specific site: defaults (GSC property, Webmaster host, Metrica counter) are configured on the fly.
    Last updated
    2
    11
    MIT

  • quantakrypto pqc-tools

    quantakrypto
    A
    license
    A
    quality
    A
    maintenance
    Post-quantum readiness for AI coding agents: scans code for quantum-vulnerable cryptography (RSA/ECDH/ECDSA/DH) and returns NIST ML-KEM/ML-DSA/SLH-DSA (and hybrid) migration guidance, with fix verification and dependency checks. Content-based, advisory tools only; runs local (npx @quantakrypto/mcp) or as a hosted OAuth endpoint.
    Last updated
    16
    9
    Apache 2.0

  • rlm-tools

    stefanoshea
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides a persistent sandbox for AI coding agents to explore codebases server-side, returning only compact summaries to reduce context consumption.
    Last updated
    3
    8
    MIT

  • mcp-task-tools

    rog0x
    A
    license
    A
    quality
    D
    maintenance
    Provides task and project management tools for AI agents, including todo list management, prioritization frameworks like Eisenhower Matrix and RICE scoring, time estimation using PERT, daily standup generation, and sprint burndown calculation.
    Last updated
    5
    50
    MIT

  • MCP Server for OSCAL

    awslabs
    A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.
    Last updated
    40
    50
    Apache 2.0

  • mcp-web-tools

    paifas
    A
    license
    A
    quality
    B
    maintenance
    Provides web search and content extraction tools for AI assistants, with zero configuration and swappable backends.
    Last updated
    6
    57
    1
    MIT