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  • A
    license
    Not graded
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    maintenance
    An advanced MCP server powered by PHREEQC for industrial wastewater treatment modeling, offering 17 tools for chemical equilibrium, kinetic reactions, and optimization like lime softening and phosphorus removal.
    3
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    HandaaS的MCP服务器,提供全域资讯搜索、企业新闻、行业资讯、主题跟踪和企业动态监控能力,帮助用户开展行业研究和舆情分析。
    2
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to audit personal reading streams by quantifying category diversity with Shannon entropy, detecting lexical redundancy and echo chambers via Jaccard similarity, and ranking content sources by decibel signal-to-noise ratio for pruning recommendations.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    This MCP server enables users to analyze personal reading and media streams by computing Shannon entropy, detecting Jaccard redundancy and echo chambers, and ranking content sources by decibel SNR to produce pruning recommendations and high-signal curation.
    7
    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
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for chemistry: it computes molecular weights and isotope distributions from chemical formulae and resolves compound name/formula lookups, backed by NIST atomic-weight data and a cached finder over multiple online and offline sources.
    5
    1
    GPL 3.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables interaction with Toss Securities API for market data, stock information, account details, and order management.
    20
    -
  • A
    license
    A
    quality
    B
    maintenance
    Local MCP adapter for public Stock Trends API resources, enabling credential-free access to public resources and a workflow cost estimation tool. It does not generate investment advice; it only translates published API responses for MCP clients.
    1
    60 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for the Open Food Facts API that allows users to search, read, and contribute to a global food database. It enables looking up nutrition data by barcode or name and managing product information through natural language.
    10
    160 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to take measurements from a Siglent SDM3045X bench multimeter over USB or LAN, including single readings, timed samples, fast bursts, and device information. Optionally exposes raw SCPI commands for advanced instrument control.
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A collection of MCP servers for chemical engineering and chemistry applications, enabling AI assistants to perform thermodynamic calculations, equation of state modeling, and phase equilibrium computations.
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server for querying drug information from the OpenFDA API. Features Retrieve drug label information by brand name Retrieve drug information by generic (active ingredient) name Get all brand versions of a generic drug Get adverse event (side effect) reports for a drug
    7
    46 npm
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables users to search and retrieve detailed pharmaceutical drug information from the Korea Pharmaceutical Information Center (KPIC) API. Supports drug name searches and detailed lookups by drug code including ingredients, usage, precautions, and storage information.
    2
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A financial data server integrating Tushare API to provide sector indexes, market trends, and constituent stock data from East Money and Flush. It enables MCP-compatible clients to query comprehensive industry and concept block information through stdio or HTTP modes.
    6
    15 npm
    44
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.
    23
    1
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  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and collecting 72 types of Korean legal information from the National Law Information Center Open API, including statutes, precedents, administrative rules, local ordinances, legal interpretations, and committee decisions, and exporting results to xlsx, csv, json, or sqlite.
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides Korean legal information through 10 tools, including statutes, precedents, administrative rules, and citation verification with hallucination prevention, enabling legal research and analysis via AI assistants or CLI.
    10
    11,139 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables querying and analysis of Kakao Keyword Ads data, including campaigns, ad groups, keywords, and performance reports. Supports 21 read-only tools and 2 resources for accessing ad account information and metrics.
    25
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables molecular design and simulation through 45 chemistry tools including pKa calculations, geometry optimization, conformer searches, docking, protein cofolding, and ADMET predictions powered by Rowan's computational chemistry platform.
    41
    24 PyPI
    24
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides real-time stock price information and profitability analysis, including turnaround detection, using Yahoo Finance API.
    12
    9 npm
    ISC
  • F
    license
    B
    quality
    D
    maintenance
    Provides computational chemistry tools for LLMs, enabling molecular operations like SMILES processing and geometry manipulation via a modular agent and tool system.
    9
    -
  • A
    license
    B
    quality
    D
    maintenance
    Enables users to retrieve chemical safety information including compound properties, GHS safety classifications, and toxicity data from PubChem database using compound names or CIDs. Supports batch queries with caching for efficient chemical safety research and analysis.
    3
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Provides offline search and retrieval of curated scientific computing Agent Skills for modeling, computational chemistry, DFT, molecular dynamics, and visualization. It exposes tools for skill cards, compatibility checks, content/bundle retrieval, version diffs, health checks, and issue reporting via HTTP or stdio MCP.
    8
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI agents and LLMs to retrieve precise food chemistry and nutrition data from USDA, Open Food Facts, and IFCT, evaluate recipes, optimize macros, look up barcodes, and detect ultra-processed foods through MCP tools.
    9
    MIT
  • A
    license
    C
    quality
    F
    maintenance
    Enables LLM agents to draw and edit ChemDraw reaction schemes, parse ELN exports and LCMS/NMR data, and generate publication-ready CDXML files through grounded chemistry tools.
    35
    3
    MIT