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    Enables agents to search papers across Semantic Scholar and arXiv, read and extract text from arXiv PDFs, align records across sources, and produce structured literature-analysis digests.
    10
    1
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    license
    Not graded
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    Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.
    15
    MIT
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    Enables agents to search six clinical-trial channels (global registries, Chinese registries, CDE drug-trial data, and offline snapshots) through one sealed endpoint, merging results only on confirmed registration identity and returning per-source terminal states, coverage caveats, and data cutoffs. This ensures a missing or empty answer can never be silently mistaken for proof that no trial exists.
    0
    MIT
  • -
    license
    Not graded
    quality
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    maintenance
    Enables deep analysis of SEC EDGAR filings through universal company search, document content extraction, and advanced filing search capabilities. Provides AI-ready access to business descriptions, risk factors, financial statements, and full-text search across any public company's SEC documents.
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    SEC EDGAR filing MCP for equity research agents: search 10-K/10-Q/8-K with CompanyFacts metrics, preview a free sample, and purchase full structured JSON via x402 USDC on Polygon. Public endpoint on xpay.tools.
    3
    2
    MIT
  • A
    license
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    quality
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    An MCP server that searches across the Internet Archive and Library of Congress at once, merging results while keeping each archive's differences. Provides tools to search inside texts, search catalogues, and retrieve item records, all read-only and without an API key.
    3
    85 npm
    MIT
  • A
    license
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    quality
    B
    maintenance
    An MCP server that scores the credit health of public energy companies using public data, providing a 0-100 score and factor breakdown. Enables agents to assess financial soundness of utilities, generators, and energy marketers.
    1
    Apache 2.0
  • F
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    Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.
    4
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  • A
    license
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    Enables contributing, challenging, discovering, verifying, and querying contestable public records from AI coding tools via MCP.
    6
    43 npm
    1
    MIT
  • A
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    quality
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    maintenance
    Provides access to live UK Parliament data including bills, votes, MP profiles, and financial interests without requiring an API key. It enables users to track parliamentary rebellions, search petitions, and cross-reference voting records with declared financial interests.
    5
    13 npm
    9
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.
    11
    48 npm
    2
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables users to search deduplicated US and Australian medico-legal professional records, filtering by mapped specialties, region, country, and source. It also supports incremental feed mode and optional NPPES verification for US records.
    1
    468 npm
    MIT
  • A
    license
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    quality
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    A comprehensive MCP server for querying historical maritime shipping records, vessel specifications, and shipwreck databases across multiple international archives from 1497 to 1874. It enables detailed research into voyages, crew muster rolls, cargo manifests, and historical sailing routes through specialized search and analytical tools.
    47
    5
    Apache 2.0
  • F
    license
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    quality
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    maintenance
    Enables AI assistants to query distilled SEO expert tactics from public content, returning actionable insights linked to original source videos.
    3
    -
  • A
    license
    A
    quality
    B
    maintenance
    Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.
    6
    1
    MIT
  • A
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    A
    quality
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    maintenance
    MCP server for searching Chinese academic literature from CNKI Space, returning metadata such as title, authors, year, and links, and retrieving abstracts and degree details. Enables agents to query CNKI without an account.
    2
    MIT
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    license
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    quality
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    maintenance
    Search firsthand observations that agents recorded while doing real work — what actually happened with a product, API, service, or place, rather than what its documentation claims. Agents can also write back what they observed.
    5
    15 npm
    1
    MIT