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  • A
    license
    A
    quality
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    maintenance
    MCP server that lets agents create, display, and export rich UI widgets (cards, dashboards, charts, forms) inline in conversations, with interactive iframe support in MCP Apps hosts and PNG image fallback for other clients.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables natural language management of Zuar Portal instances, including authoring HTML blocks, building pages, managing data sources, queries, themes, and users, with versioned and revertible changes.
    40
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables WorkBuddy to analyze local CSV and Excel files through AVA, loading data sources, inspecting schemas, running read-only SQL queries, managing business definitions, and rendering verified results as interactive HTML charts with saved artifacts. It also checks the runtime environment and runs a built-in sample demo so users can verify totals, per-dimension contributions, and the queries behind each conclusion.
    8
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to interact with Metabase for querying databases, executing SQL, managing dashboards, and automating analytics workflows.
    15
    74
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Google Search Console for Claude and other MCP clients. Sign in with Google in one click, then ask about clicks, queries, rankings and indexing, export every GSC report as CSV (beyond the 1,000-row UI limit), inspect URLs, submit sitemaps and verify sites. Includes a local SEO dashboard. Free, open source, runs on your computer.
    18
    100 npm
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables managing Splitwise expenses and generating premium spending analytics with category breakdowns, trends, and settlement optimization through natural language.
    42
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects AI assistants to YNAB budgets, providing over 30 tools for managing budgets, accounts, transactions, categories, and analytics with delta sync and caching.
    47
    122 PyPI
    48
    AGPL 3.0
  • A
    license
    A
    quality
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    maintenance
    An MCP server that wraps PM4Py to bring research-grade process mining (event log analysis, discovery, conformance, OCEL 2.0) to Claude and other MCP agents, fully locally.
    67
    1
    AGPL 3.0
  • F
    license
    A
    quality
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    maintenance
    A lightweight MCP server for managing personal finances locally. It allows users to log transactions, view summaries, manage categories, and interact with their budget via any MCP-compatible LLM client.
    12
    -
  • A
    license
    A
    quality
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    maintenance
    A local stdio MCP server for a self-hosted GeoGebra 5.0 Web bundle. It enables executing GeoGebra commands with structured feedback, querying commands, evaluating CAS, managing state, and exporting images using headless Chromium.
    12
    53 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables natural language interaction with AWS QuickSight for building, editing, and managing analyses, datasets, and dashboards, including chart creation, SQL updates, and QA verification.
    61
    Apache 2.0
  • A
    license
    C
    quality
    B
    maintenance
    Enterprise-grade MCP server for Sigma Computing, providing 155 tools for managing workbooks, data models, members, teams, deployments, webhooks, and multi-tenant operations. Enables AI assistants to interact with Sigma via natural language.
    263
    173 PyPI
    2
    Apache 2.0
  • F
    license
    C
    quality
    D
    maintenance
    Exposes a broad mathematics toolkit including symbolic algebra, calculus, numerical methods, linear algebra, statistics, discrete math, graph theory, rendering, and optional GPU acceleration via MCP tools for use with Claude Desktop and other MCP hosts.
    51
    3
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude Code and other processes to control the lys interactive multi-dimensional data analysis and visualization platform by executing Python commands in it and viewing the resulting lys and matplotlib graphs. It connects over a local socket or TCP to a lys instance running in remote mode.
    GPL 3.0
  • A
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    Not graded
    quality
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    maintenance
    Enables Claude to create and edit Figma designs in real time through MCP tools, allowing natural language commands for generating slides, charts, and other elements.
    961 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    clariBI is an AI-powered business intelligence platform that lets SaaS and ecommerce teams ask plain-English questions across Stripe, HubSpot, Google Analytics, ad platforms, and 30+ other sources. The AI engine picks the right visualization from 24 chart types and generates dashboards automatically.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to perform electronic circuit power tree analysis, including opening projects, solving margins, validating designs, editing elements, managing waivers, and exporting reports.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables any MCP-speaking AI agent to drive QGIS directly by managing layers, editing features, running processing algorithms, rendering maps, and authoring layouts through 125 tools. It bridges agents to a running QGIS instance over a plugin socket connection, supporting QGIS 3.28-4.x and virtually any MCP client.
    1
    GPL 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A remote MCP server for integrating Gaggiuino espresso machines with AI tools. It enables checking machine status, analyzing shot data, managing profiles, and receiving dial-in guidance.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables small local models and other agents to read and query spreadsheet files locally, run SQL and cleaning, audit formulas, make Excel-correct edits, and generate branded dashboards with token-budgeted responses across selectable tool tiers.
    35 PyPI
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Enables AI assistants to interact with Metabase's analytics platform, managing dashboards, cards, databases, and tables via the Model Context Protocol.
    4,242 npm
    64
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI hosts to design and simulate complex adaptive systems, including managing agent types, running simulations, and analyzing emergent behavior, feedback loops, and sensitivities.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to perform geospatial analysis, spatial data processing, vector and raster operations, coordinate transformations, spatial statistics, mapping, and access to climate, satellite, and other geospatial data through MCP-compatible clients.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP (Model Context Protocol) server that exposes the okama investment portfolio toolkit to AI assistants — Claude Desktop, Claude Code, Cursor, Codex, and any other MCP-compatible client.
    97 PyPI
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants and other MCP clients to inspect code_aster MED results read-only, including reading values, rendering images, creating journal figures, and opening the interactive viewer, without running simulations or modifying files.
    MIT