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maintenanceEnables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.
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"Spring Boot" matching MCP servers:
- AlicenseAqualityBmaintenanceAn MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.3236MIT
- FlicenseBqualityDmaintenanceA comprehensive Model Context Protocol (MCP) server for accessing the STRING protein interaction database. This server provides powerful tools for protein network analysis, functional enrichment, and comparative genomics through the STRING API.64
- AlicenseCqualityBmaintenanceQuery 237 features from Shopify's Spring '26 Edition with per-claim trust ratings (primary docs vs. marketing) through any AI agent — local or hosted.78MIT
- Alicense-qualityCmaintenanceMCP server for STRING-DB that enables querying protein-protein interaction networks, functional enrichment, and homology mappings.10MIT
- AlicenseAqualityBmaintenanceAn MCP server for downloading academic papers from multiple sources using intelligent routing and year-aware priority selection. It enables users to retrieve metadata and download single or batch PDFs by DOI or URL.32MIT
- AlicenseAqualityAmaintenanceEnables read and write access to a Zotero library via its Web API, allowing search, create, update, and delete of items, notes, and collections.121MIT
- FlicenseAqualityCmaintenanceAI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.3
- AlicenseBqualityDmaintenanceProvides access to the STRING protein-protein interaction database for mapping identifiers, retrieving interaction networks, and performing functional enrichment analysis. It enables users to explore protein partners, pathways, and cross-species homology through natural language interactions.91ISC
- AlicenseBqualityCmaintenanceAn MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.93MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that provides tools for interacting with the STRING database to analyze protein-protein interaction networks and functional enrichment. It enables users to map protein identifiers, retrieve interaction data, and generate biological network visualizations through natural language interfaces.113BSD 3-Clause
- AlicenseBqualityDmaintenanceA server for automated crawling of academic papers and GitHub repositories, downloading PDFs, extracting content, AI-generating Gumroad product descriptions, and publishing to Gumroad.8MIT
- Alicense-qualityDmaintenanceSelf-hosted MCP server for searching and discovering books using Anna's Archive and Goodreads datasets, enabling full-text search, ISBN/md5 lookup, similarity matching, and optional download URL retrieval.52MIT
- Alicense-qualityBmaintenanceChecks whether a trading backtest survives its own statistics: deflated Sharpe, multiple-testing correction against a best-of-N-noise benchmark, minimum track record length, and fill realism. Takes no market data and no API keys, and cannot recommend a trade — it only reports that a result is weaker than claimed or not yet provable.MIT
- Flicense-qualityDmaintenanceExposes World Bank development data to AI agents via local CSV resources and live API tools, enabling queries about GDP, population, and other indicators.
- Flicense-qualityCmaintenanceMCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building Artemis projects, generating LaTeX reports, and launching the Artemis GUI.
- Flicense-quality-maintenanceA specialized MCP server for semiconductor manufacturing that provides 8 tools for defect analysis, process recipe standardization, and equipment monitoring. It enables users to resolve process defects, validate process windows, and track real-time metrics and SPC status.
- Flicense-qualityDmaintenanceEnables deep structural analysis of ebooks by extracting core conflicts, insights, mental models, and actionable items from PDF, Markdown, or text files.