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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • mcp-db-explorer

    arman1o1
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.
    7
    MIT
  • urano-charts by uranotools

    urano-chartsofficial

    uranotools
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides advanced charting widgets (uPlot time series, ECharts box plots and parallel coordinates) for Urano Desktop/Cloud via MCP tools that build uiSpec JSON for rendering.
    MIT

  • metabase-mcp

    livingroot
    A
    license
    Not graded
    quality
    B
    maintenance
    A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI agents to execute queries, explore schemas, and build dashboards through structured tool calls.
    61
    MIT

  • DB Explorer MCP

    851-labs
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.
    MIT

  • mcp-apps-ravenwatch

    PederHP
    A
    license
    Not graded
    quality
    C
    maintenance
    A stateless MCP server that generates interactive report widgets and survey builder UIs, using MCP Apps for rich visualizations and long-polling for live updates.
    MIT

  • Metabase MCP Server

    ryanmaule
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to interact with Metabase analytics platform, allowing them to query databases, execute SQL, manage dashboards and cards, and access analytics data through natural language.
    61
    MIT

  • PowerTree MCP Server

    bin2ai
    A
    license
    Not graded
    quality
    B
    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.
    MIT

  • Black-Litterman Portfolio

    irresi
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to perform Black-Litterman portfolio optimization with investor views, backtesting, and asset analysis, generating dashboards for visualization.
    MIT
  • Metabase by metabase

    Metabaseofficial

    metabase
    F
    license
    Not graded
    quality
    B
    maintenance
    Metabase includes a built-in Model Context Protocol (MCP) server that lets AI clients connect directly to a Metabase instance. It uses the Streamable HTTP transport and builds on Metabase's Agent API to expose tools for searching, exploring, querying, and visualizing data — all scoped to the connecting user's permissions.
    48,892

  • Stock Intelligence MCP

    thinkchainai
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides interactive stock charts and financial data tools using MCP Apps. Enables natural language queries for stock quotes, charts, financials, earnings, and market movers with a free FMP API key.
    2
    MIT

  • data-analysis-mcp

    BACH-AI-Tools
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.
    MIT

  • sleeper-mcp

    pixelwix
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude to interact with Sleeper fantasy football leagues via MCP tools for roster, waiver, matchup, and transaction queries, plus a dashboard for daily reports, live scoring, and game-day alerts.
    27
    MIT

  • python-session-mcp

    merwanroudane
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM clients to run Python code in a persistent, user-selected interpreter via MCP, with tools for data loading, summaries, regressions, diagnostics, and plotting, while keeping sessions alive between calls and isolating crashes.
    MIT

  • Metabase MCP Server

    thangnm93
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with full access to Metabase analytics platform, enabling dashboard and card management, database queries, and schema operations through natural language.
    1,836
    MIT

  • Tableau MCP

    Sanpelegrino
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI applications to interact with Tableau through tools for querying data, exploring content, and retrieving views.
    10,642
    Apache 2.0

  • mcp-for-metabase

    DominikPollok
    A
    license
    Not graded
    quality
    D
    maintenance
    A safety-gated Python MCP server for Metabase that lets MCP clients and agents inspect Metabase, run governed queries, and create or maintain dashboards, cards/questions, collections, snippets, permissions, and other Metabase assets through the Metabase REST API.
    GPL 3.0

  • Tableau MCP

    marcushojww
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI applications to interact with Tableau for querying data, exploring content, and retrieving views through natural language.
    10,642
    Apache 2.0

  • spreadsheet-qa-kit MCP server

    0xJRP
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying your spreadsheet using natural language questions; provides read-only tools for schema, sample data, and structured query execution with auditable computation traces.
    MIT