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    license
    C
    quality
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    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    7
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    4
    -
  • A
    license
    A
    quality
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    maintenance
    Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.
    7
    51 npm
    MIT
  • A
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    quality
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    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A read-only MCP server that enables Claude to monitor Indexa Capital investments, providing tools to query portfolio summary, account details, performance, transactions, and fees.
    7
    5 npm
    5
    MIT
  • F
    license
    A
    quality
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    maintenance
    A local MCP server that exposes the Charles Schwab Individual Trader API (accounts, quotes, orders, transactions) as MCP tools.
    10
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching live job postings, aggregating labour-market slices, and reporting how long listings have been open, with filters for titles, location, salary, and more.
    4
    41 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools β€” including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.
    17
    73 npm
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables querying Easy Equities and Satrix investment accounts, including holdings, valuations, and transactions, via natural language.
    9
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions β€” then delivers a calibrated prediction report. Free and open-source.
    9
    7
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables natural language interaction with rasdaman databases, allowing users to list coverages, describe datacubes, and execute WCPS queries.
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables LLMs to access and analyze ESPN fantasy football leagues through read-only MCP tools, covering rosters, scores, transactions, standings, lineup audits, and league-specific rules.
    2
    19
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  • A
    license
    A
    quality
    A
    maintenance
    Enables read-only access to OANDA v20 forex trading data, including price quotes, candlestick history, account summaries, positions, and transactions, via Claude.
    8
    MIT