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"Creating a Search System with Supabase for Documents and User Interaction" matching MCP servers:

  • @pipeworx/congressional-documents by pipeworx-io

    @pipeworx/congressionalofficial

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Full-text search and retrieval over official congressional documents (hearings, committee reports, Congressional Record) with citations and govinfo.gov links, designed for grounding AI answers in the official record.
    27
    MIT
  • gui-user by Yaskawa-Global

    gui-userofficial

    Yaskawa-Global
    A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server for external computer-use that launches, observes, and interacts with any X11 application via AT-SPI2 accessibility tree and xdotool input injection.
    MIT
  • clue2app-user-mcp by clue2solve

    clue2app-user-mcpofficial

    clue2solve
    F
    license
    A
    quality
    C
    maintenance
    Exposes user, membership, and role administration tools via MCP, acting as a thin passthrough to a coordinator API with RBAC enforced by the coordinator using caller bearer tokens.
    8
  • XML Documents MCP Server by CData by CDataSoftware

    XML Documents MCP Server byofficial

    CDataSoftware
    A
    license
    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to XML Documents data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for XML Documents (https://www.cdata.com/drivers/xml/download/mcp).
    3
    MIT
  • user-majico-mcp by majico-xyz

    user-majico-mcpofficial

    majico-xyz
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for Majico.xyz that enables coding agents to read (and limited write) brand guidelines, design tokens, studio canvas, and export manifests.
    29
    MIT
  • doc-search by SodaShikenn

    doc-searchofficial

    SodaShikenn
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.
    MIT
  • Log Analyzer with MCP by awslabs

    Log Analyzer with MCPofficial

    awslabs
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    167
    Apache 2.0
  • Alibaba Cloud Supabase MCP Server by aliyun

    Alibaba Cloud Supabase MCPofficial

    aliyun
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud through natural language commands. Supports project creation/deletion, database querying, security configuration, and table management operations.
    7
    Apache 2.0
  • FoundryNet Search by FoundryNet

    FoundryNet Searchofficial

    FoundryNet
    F
    license
    Not graded
    quality
    F
    maintenance
    Enables web search and AI-summarized answers via an x402-gated gateway, with options for structured results or enriched summaries, accessible as an MCP server.
  • Open and Async MCP Server by open-and-async

    Open and Async MCP Serverofficial

    open-and-async
    A
    license
    A
    quality
    A
    maintenance
    Enables async-first working practices by providing tools to draft decision docs, convert meetings to async artifacts, score status updates, and triage sync vs async tasks. It also offers reference tools for the Open and Async book's principles and coaching prompts.
    11
    122
    45
    Inno Setup
  • OptimAI Search MCP by OptimaiNetwork

    OptimAI Search MCPofficial

    OptimaiNetwork
    A
    license
    A
    quality
    D
    maintenance
    Enables Web3-focused web searches via the OptimAI External Search API, providing tools to start, retrieve, list, and cancel searches from any MCP-compatible AI host.
    5
    14
    13
    ISC
  • cerase-search MCP by cerase-ai

    cerase-search MCPofficial

    cerase-ai
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables web search and deep multi-source research for Cerase agents via LiteLLM proxy, with billing attribution per agent.
    MIT
  • seosiri-search-governance-mcp by SEOSiri-Official

    seosiri-search-governance-mcpofficial

    SEOSiri-Official
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for AI search crawler governance, brand safety, and search infrastructure auditing. Provides tools to audit robots.txt, canonical links, sitemaps, redirects, and send IndexNow notifications.
    MIT
  • Yandex Search MCP Server by yandex

    Yandex Search MCP Serverofficial

    yandex
    F
    license
    Not graded
    quality
    F
    maintenance
    Enables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API. It provides tools for accessing up-to-date internet information with support for both raw search results and summarized content via the Yazeka model.
    44