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  • A
    license
    A
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    maintenance
    Provides an MCP server that enables web search and page extraction across multiple providers with automatic failover and quota rotation, plus a local dashboard for managing keys, engine order, and request history.
    5
    68 npm
    1
    MIT
  • A
    license
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    quality
    C
    maintenance
    Enables broad web search for current, time-sensitive information, returning short title, URL, and snippet results rather than full pages. It supports region and result-count parameters through a keyless multi-engine backend.
    1
    Mozilla Public 2.0
  • A
    license
    A
    quality
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    maintenance
    Enables AI agents to perform real-time web searches and extract clean, LLM-readable content from URLs using the Tavily API.
    2
    MIT
  • A
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    Not graded
    quality
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    maintenance
    MCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.
    MIT
  • A
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    quality
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    maintenance
    A self-hosted, MCP-native web-search backend for AI agents that provides meta-search, clean extraction, RAG with citations, and GitHub project selection.
    6
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables parallel research across multiple cheap AI worker models, splitting a question into sub-questions and synthesizing one sourced answer with references.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables semantic search over personal Markdown journal entries by indexing them with Ollama embeddings into a SQLite vector store and exposing retrieval through a Streamable HTTP MCP endpoint at /mcp.
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q&A answers using a candidate profile, with live listings from five public sources.
    53 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables querying Sentinel-1/2, Landsat Collection 2, NAIP, and Copernicus DEM imagery by area and date, returning item IDs, footprints, cloud cover, and cloud-optimized GeoTIFF URLs.
    270 npm
    MIT
  • F
    license
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    quality
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    maintenance
    Enables AI agents to search, retrieve, and analyze SEC 10-K filings with hybrid BM25+kNN retrieval, per-claim citations, and strict numeric grounding verification.
    -
  • F
    license
    Not graded
    quality
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    maintenance
    Enables advanced reasoning for large language models through Monte Carlo Tree Search and Beam Search, allowing exploration of multiple reasoning paths and improved decision-making.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Read-only search over Ahrom Labs' published guides on Indian ERP requirements, IBR 2026 boiler forms, interior BOQs, TallyPrime integration and AI assistants for business data. Returns passages with the URL of the page each came from; no sign-in.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Free web search MCP server using SearXNG, supporting web search, news search, and search summaries.
    MIT
  • F
    license
    A
    quality
    Not graded
    maintenance
    Exposes an internal engineering knowledge base to AI assistants, allowing users to search and retrieve standards, runbooks, and architecture decisions. It supports RAG-enhanced search, document scraping, and specialized prompts for incident investigation and code reviews.
    5
    -
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.
    3
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Free multi-source search for AI agents with multi-source verification, token savings, and MCP native support.
    7
    193 npm
    112
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Exposes DeepSeek's Search and Fetch REST APIs as two read-only MCP tools, letting any MCP-capable agent run ranked web searches and retrieve individual pages as truncated Markdown. Works with whichever model the host runs, over stdio or Streamable HTTP.
    2
    MIT