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    Enables MCP-compatible agents to retrieve predictive port congestion signals, including congestion scores, ETA delays, waiting vessels, and freight volatility for supported ports, allowing supply chain risk assessment and informed decision-making.
    3
    50 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via the x402 gateway. 13 tools, no API keys, live testnet.
    15
    82 npm
    1
    MIT
  • A
    license
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    quality
    D
    maintenance
    Enables streamlined academic research and author disambiguation by providing AI agents with optimized access to the OpenAlex.org API. It supports searching for authors, resolving institutional affiliations, and retrieving scholarly works with detailed citation metrics.
    8
    57
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables searching for books by title, author, or keyword, retrieving edition details by ISBN, and accessing author profiles and canonical work records through the Open Library API.
    277 npm
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables access to academic paper data, author profiles, and citation networks through the Semantic Scholar API, supporting paper search, batch retrieval, citation/reference tracking, author lookup, and recommendations.
    -
  • A
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    Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.
    3
    12 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching Threads for specified keywords and returning deduplicated posts with author, date, likes, replies, and links, with age, like, and reply filters plus new-post tracking for scheduled runs.
    1
    497 npm
    MIT
  • A
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    A
    quality
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    maintenance
    Lets AI agents estimate the cost and result size of BigQuery and Snowflake queries before they run, then execute them only within per-call byte, row, and dollar bounds. Estimates are labeled with an accuracy tier so agents never over-trust an approximate figure.
    4
    63 PyPI
    1
    MIT
  • A
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    A
    quality
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    maintenance
    Enables searching roughly 170 million scholarly works and resolving DOIs into normalized metadata, complete with citation formatting in any style, reference and citing-work snowballing, and author, journal, funder and topic profiles. It also extracts and verifies DOIs from messy text and exports bibliographies as BibTeX, RIS or CSL-JSON.
    11
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI agents to query Trino and Apache Pinot lakehouses under enforced governance, where every SQL statement is AST-validated, table-allowlisted, priced from the engine's own plan before it runs, and blocked or admitted against scan-byte and intermediate-row budgets. It also grounds agents with schema discovery tools, returns verified results with warnings instead of misleading answers, and records every tool call on an audit trail.
    3
    1
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, exploring citation graphs, and finding author publications without requiring an API key.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for querying the Bibliothèque nationale de France catalogue. Enables searching authors and works, retrieving author details, listing editions, and finding digitised documents via SPARQL, without an API key.
    7
    277 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to retrieve the contents of public social media posts — text, author, date, engagement counts, links, photos, and video frames — from X, Instagram, Threads, Facebook, LinkedIn, Bluesky, Mastodon, YouTube, Vimeo, Tumblr, Pinterest, and Reddit by simply passing a post URL. It works entirely without logins, cookies, or API keys, reading only what each site already exposes publicly.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching the Kakao Daum Book Search API by title, author, publisher, or ISBN, retrieving detailed bibliographic and pricing metadata, and exporting results to xlsx, csv, json, or sqlite through MCP or CLI.
    4
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables searching the YÖK National Thesis Center and retrieving thesis contents in Markdown format for LLM applications. It allows users to perform detailed searches based on criteria like author, university, and subject while providing programmatic access to thesis metadata and PDF content.
    6
    134
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables users to turn beats or topics into a ready media list by finding recent news articles, reading their bylines, and returning one row per journalist with name, outlet, author page, article count, latest article, and proof links. Runs the work on Apify and supports filters for date range, country, language, outlet domains, and minimum article counts.
    1
    331 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    On-chain delivery receipts for x402 AI-agent payments on Solana: anchors SHA-256 digests of delivered content to a PDA after settlement; buyers verify proof of delivery offline with zero trust in the seller. Live MCP endpoint + npm bridge.
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server to search and retrieve mathematical publications, author profiles, and software entries from zbMath Open.
    5
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server for Fanqie novel author backend, enabling multi-novel management, reading statistics analysis, and chapter publishing with scheduling.
    6
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to find books by keyword, ISBN, or author and check which branches hold copies of them and whether those copies are currently available for loan or when they are due back. Currently covers Shanghai's interlinked public library network of 900+ locations, with a design open to additional cities.
    3
    31 PyPI
    Apache 2.0
  • F
    license
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    maintenance
    An MCP server for driving an ITS session on a PiDP-10 emulator over raw TCP, supporting persistent connections, raw control-byte transmission, and escape syntax for DDT commands. It enables interaction with ITS systems through natural language via MCP tools like open, send, read, and status.
    6
    -
  • A
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    Enables retrieval of public stats for TikTok video and photo posts by URL or post ID, returning one flat row per post with plays, likes, comments, shares, saves, caption, hashtags, post date, sound, and author follower and like totals. All work runs on an Apify actor, so the package acts as a thin client that starts the run and returns the dataset rows.
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server for Envato API that enables searching the marketplace catalog, viewing author statistics, checking buyer purchases, and accessing account details.
    13
    5
    MIT