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  • F
    license
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    Enables MCP clients to perform web searches through multiple AI models, with dual-mode routing for fast or cited results and consensus-based multi-engine querying to cross-verify information.
    2
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    Enables all Yandex search types (web, generative, image, and image-by-image) via StreamableHTTP, including deferred operations, and is containerized for use as an HTTP-MCP backend in Docker/Compose stacks.
    1
    Apache 2.0
  • A
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    Enables agents to find lines in local text files by meaning rather than exact keywords, judging each nonblank line against a natural-language intent and returning scores for every line. It complements lexical search by running locally over stdio and calling a hosted model for the semantic comparison.
    1
    MIT
  • A
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    Enables document Q&A with grounded citations using the official Gemini File Search API. Upload documents, create stores, and ask questions that return exact passage citations.
    7
    15 npm
    2
    MIT
  • A
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    Enables any calling model to search public X content through Grok's native search using an existing local OAuth login, returning summaries, structured posts, source URLs, and search counts while sharing cached and concurrent searches across local terminals.
    1
    31 npm
    5
    MIT
  • A
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    Enables clients to generate images, videos, music, and voiceovers across supported models by API ID, monitor long-running tasks, and install agent skills over one hosted connection, with USD quotes and approval before paid calls.
    MIT
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    Enables real-time x_search capabilities through xAI's responses API, with authentication via API key or Grok subscription OAuth.
    MIT
  • A
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    Enables AI assistants to search the web using Google Search via Gemini grounding, returning a summarized answer with inline citations and a list of source URLs.
    54 npm
    MIT
  • A
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    quality
    D
    maintenance
    MCP server that provides file operations and Moonshot API-powered tools (reasoning, code review, testing, research, web search, agent) for Kimi K2.5, requiring only a Moonshot API key.
    880 npm
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables MCP clients to perform X/Grok searches through xAI's server-side search tool using the Responses API, returning upstream results without rewriting.
    7 npm
    MIT
  • A
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    quality
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    maintenance
    Enables AI clients to run local semantic search over your own documents and code in Chinese or English, with embeddings computed on an Intel NPU. Also lets clients check index status and trigger reindexing.
    MIT
  • F
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    quality
    D
    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.
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  • F
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    Not graded
    quality
    B
    maintenance
    Daily AI signals for agents: today's four curated picks (one each from GitHub, Hugging Face, YouTube and Silicon Valley news), what changed since the previous snapshot, and the top models and repositories with rank and momentum. Five read-only tools, no API key required.
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  • F
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    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.
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  • A
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    maintenance
    Stdio MCP server (Python, standard library only, server.py in this repo) with one tool, analyze_toxicity: scores English text for toxicity, insults, profanity, threats and identity attacks (0 to 1). Perspective API compatible. No LLM.
    4
    1
    MIT
  • A
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    quality
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    maintenance
    It gives AI agents one tool to access the Omega-API judge, which evaluates conversational turns and returns a decision and gate action (release, clarify, suppress, or none) to guide the agent's response.
    1
    8 npm
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    An MCP server that translates natural-language queries into structured catalog searches using Amazon Bedrock, enabling MCP clients to query existing in-house APIs.
    5
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