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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to query Engineering Leaders Community data to evaluate meetup topics, assess speaker readiness, benchmark leadership ratios, assess community launch readiness, build partnership business cases, and price community reach.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Vehicle handover compliance toolkit for UK car-transport operators, enabling automatic NAMA grading, BVRLA Fair Wear & Tear classification, photographic POD validation, and RHA liability calculations to dispute chargebacks effectively.
    36 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents and MCP clients to drive real Chrome, Edge, Brave, and Firefox browsers through native automation protocols. It exposes tools for navigation, page snapshots, form filling, clicks, screenshots, console/network inspection, and tab management.
    23
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to build and structurally validate Indian GST e-invoice JSON payloads (INV/CRN/DBN) and render IRP-returned signed QR strings as PNG images.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    CVSS Calculator MCP is a lightweight MCP server that enables AI agents to accurately calculate CVSS Base Scores and severity ratings. Supports CVSS 2.0, 3.0, 3.1, and 4.0 for vulnerability assessment, penetration testing, bug bounty hunting, and security reporting.
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables users to calculate 2025–2026 take-home pay, compare net pay across states, convert salary and hourly wages, and retrieve federal tax brackets and deductions, including FICA, Additional Medicare, and pre-tax 401(k)/HSA effects.
    5
    0
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to calculate exact debt service coverage ratios, maximum loan amounts, required rent, scenario comparisons, and amortization schedules for rental property loans, returning structured results with sources and dates.
    5
    0
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI apps to compute GPAs from courses and credits, convert between letter and percentage grades, determine the score needed on a final exam, analyze weighted course grades, and plan the GPA required for a target cumulative result.
    8
    902 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Model Context Protocol (MCP) server for deepwater subsea pipeline engineering: API RP 1111 external collapse limit states, hydrostatic pressure gradients up to 3,500m, Towler-Mokhatab gas hydrate phase equilibria, and Hammerschmidt MEG thermodynamic inhibitor dosage calculations.
    4
    2 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to calculate recipe and per-serving calories, macros, and FDA-rounded Nutrition Facts values from ingredient lines using USDA FoodData Central data, including scaling recipes and looking up ingredient nutrition.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Gives LLM agents spatial awareness inside Autodesk Maya, enabling scene inspection and measurement, aesthetic and engineering audits, camera planning, checkpoint/rollback safety, asset import, and viewport or render previews. Agents can also execute arbitrary Python in Maya to build and verify 3D scenes against engineering rules instead of writing blind.
    25
    180 PyPI
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Odds are, most of what you want to build is already open source. Tell your AI agent what you're making, and it finds it: which repos to use as they are, which to adapt, and what's left for you to write. Every repo it names is real, licensed for your use or flagged, and checked live.
    3
    480 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables calculation of federal estate and gift tax under 2026 rules, including exemption amounts, annual gift exclusions, gift splitting, non-citizen spouse gifts, portability/DSUE, and year comparisons.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables calculation of 2025–2028 federal car loan interest deductions, SALT caps, child tax credits, and 2025–2026 tax brackets and standard deductions using IRS-based tools.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to subscribe to a deterministic daily ethics feed drawn from a four-module curriculum and retrieve read-only tools, resources, and reflection prompts covering principles, case studies, and codes of conduct.
    10
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    143 PyPI
    402
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Real-time trade screening intelligence for Claude and other AI clients — screen entities against trade screening and restricted-party information through an MCP-compatible interface, enabling faster compliance research and reducing manual screening effort.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables quantitative portfolio tail-risk analysis, option Greeks, Monte Carlo stochastic simulations, fixed-income duration/convexity, and Nelson-Siegel yield-curve interpolation through MCP tools.
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to compute federal tax write-offs and financing costs for business equipment, vehicles, and other assets, including phase-outs, first-year caps, and after-tax loan totals under current IRS guidance.
    MIT