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  • A
    license
    Not graded
    quality
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    maintenance
    A MCP server for academic literature retrieval, aggregating multiple data sources like arXiv, Crossref, OpenAlex, PubMed, and Semantic Scholar to provide search, details, citations, trends, and recommendations.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to perform keyword searches across U.S. DOT grey literature and international transportation research reports from multiple repositories, using a local SQLite FTS5 index with optional full-text PDF retrieval.
    12
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to operate DSpace repositories through a typed interface, including SAF package building, metadata editing, scientometric harvesting, open-access PDF downloads, and repository administration.
    MIT
  • F
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    quality
    D
    maintenance
    Classifies PDFs (text-based vs scanned vs image vs mixed), extracts text, and converts to clean Markdown over Streamable HTTP MCP. Supports remote PDFs via URL or base64, with optional page restriction and OCR fallback detection.
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  • F
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    Provides a RESTful API to query laboratory inventory data from MongoDB, including stock levels, expiration tracking, and purchase suggestions. It is specifically designed to optimize token usage for AI assistants through dedicated tool endpoints for inventory management.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible clients to query financial data channels covering quotes, fundamentals, funds, bonds, filings, and research tools through remote HTTP/SSE or local stdio connections.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to query product footprints, inspect transport activity data, and submit events from iLEAP-conformant endpoints through natural language, using MCP tools over Streamable-HTTP or stdio.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to fully access and manage online Zotero libraries through 82 tools, including searching, reading, citing, organizing, and analyzing items, with optional previewed writes and support for stdio and Streamable HTTP/SSE transports.
    233 npm
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables access to Hitsteps analytics and website operations through a remote MCP server, using OAuth for authentication and Streamable HTTP transport.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Read-oriented MCP server for Taranis AI, exposing the list_stories tool over stdio or Streamable HTTP for desktop AI assistants and developer tools.
    1
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables searching and retrieving researcher profiles, works, affiliations, funding, and peer review records from the ORCID registry via MCP, supporting STDIO or Streamable HTTP.
    396 npm
    6
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables querying iNaturalist's wildlife observation data through MCP, including searching sightings by area, date, or taxon; reading identification threads; ranking species; charting phenology; and finding look-alike taxa. Supports stdio and Streamable HTTP transports with keyless, read-only access.
    332 npm
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables searching biomedical literature across PubMed, PubMed Central, and Europe PMC, fetching article metadata and full text, finding related, citing, and cited work, resolving identifiers and partial citations, formatting references, and grounding queries in MeSH vocabulary. Runs over stdio or Streamable HTTP, locally or as a hosted endpoint.
    9 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.
    39 npm
    4
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive MCP service for cryptocurrency data acquisition with advanced technical analysis capabilities, supporting 100+ exchanges, 158 TA-Lib indicators, and dual transport protocols (stdio and HTTP/SSE).
    5
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and Streamable HTTP.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Read-only market briefings with source evidence and freshness limits. Discover capabilities, check health, browse latest stories, retrieve a story by ID, and search the published archive. Public Streamable HTTP MCP; no credentials or trading execution.
    2
    5
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Privacy-safe synthetic financial data for Latin American fintech, exposed to AI agents as an MCP Tool through the hosted Apify MCP Server. Supports Streamable HTTP, OAuth/API-token authentication, and generates synthetic users, savings goals and transactions without PII.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables finding companies similar to seed domains or best customers, ranked by a 0–100 similarity score with supporting evidence for each match. Runs on Apify and returns Clay-ready results with optional business model, Reddit, and marketplace checks.
    1
    128 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to search a public tire catalog and professional tire test data — finding tire models, checking their known size variants, comparing 2-4 models, and collecting cited test results — through 12 read-only tools and four workflow prompts over stdio.
    12
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI agents with 12 real-time tools for search synthesis, grounded research dossiers, claim verification, citation generation, sentiment analysis, expert ranking, timeline creation, and competitive landscape mapping over Streamable HTTP or stdio.
    1
    12
    MIT