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"Using a search API to retrieve ready-made LLM training data from a single query argument" matching MCP servers:

  • mcp-retrieve

    maxbaluev
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for indexing and searching local text files using late-interaction retrieval (ColBERT-style MaxSim), enabling token-level relevance matching.
    Last updated
    2
    MIT

  • Agent Ready

    mlava
    A
    license
    A
    quality
    A
    maintenance
    Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.
    Last updated
    4
    549
    1
    MIT

  • query-executor

    Nitesh-Nandan
    F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.
    Last updated
    5

  • mcp-query

    ottimis
    F
    license
    A
    quality
    D
    maintenance
    A local MCP server for secure database querying from Claude Code, with Apple Keychain credential storage, permission-based access control, and audit logging.
    Last updated
    5

  • tb-query

    Alir3z4
    A
    license
    A
    quality
    D
    maintenance
    MCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a running TensorBoard server.
    Last updated
    6
    11
    GPL 3.0

  • LinkedIn Data API MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Enables access to comprehensive LinkedIn data, including professional profile details, company information, and social engagement metrics. It supports searching for people, retrieving posts and comments, and fetching detailed experience, skills, and recommendations.
    Last updated
    52
    MIT

  • Skill-to-MCP

    biocontext-ai
    A
    license
    A
    quality
    C
    maintenance
    Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.
    Last updated
    3
    27
    Apache 2.0

  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    C
    maintenance
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    9
    2
    Sleepycat

  • meta-data-mcp

    derekslinz
    A
    license
    A
    quality
    A
    maintenance
    A single MCP server that transparently routes user requests to 83 open-data sources with built-in discovery and autonomous plugin creation.
    Last updated
    13
    4
    MIT
  • LLM Pulse MCP Server by LLM-Pulse

    LLM Pulse MCP Serverofficial

    LLM-Pulse
    A
    license
    A
    quality
    B
    maintenance
    Monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.
    Last updated
    1
    MIT

  • tavily-search

    543366565
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to perform real-time web searches and extract clean, LLM-readable content from URLs using the Tavily API.
    Last updated
    2
    MIT

  • LLM Usage & Cost Tracker

    zhaoyue722
    A
    license
    A
    quality
    A
    maintenance
    A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.
    Last updated
    7
    3
    MIT