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  • Constrained Optimization MCP

    Sharmarajnish
    A
    license
    A
    quality
    C
    maintenance
    Enables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.
    5
    5
    Apache 2.0

  • SEO MCP

    pradilla
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that provides SEO analysis tools including backlink analysis, keyword research, and traffic estimation using Ahrefs data, with CAPTCHA solving and caching.
    MIT

  • information-mcp-server

    handaas
    F
    license
    -
    quality
    C
    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。
    1

  • SEO Authority MCP

    forgemeshlabs
    F
    license
    A
    quality
    C
    maintenance
    Provides AI agents with typed SEO tools for domain authority, keyword opportunities, competitor gap analysis, content briefs, site audits, and internal links, backed by Common Crawl graph data and optional x402 payment settlement.
    11

  • Reasoning Engine

    Raoof128
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that brings difficulty-adaptive, multi-path reasoning to Claude Code. It implements the Actor-Critic-Planner-Reflexion (ACPR) pipeline for deep research synthesis.
    MIT

  • mcp-quant-engine

    wzx11223344
    A
    license
    -
    quality
    B
    maintenance
    A quantitative finance MCP server providing 24 tools for option pricing, portfolio optimization, risk measurement, fixed income analysis, and utility functions, enabling AI clients to perform professional financial calculations.
    MIT

  • Google Search Console MCP

    surendranb
    A
    license
    A
    quality
    A
    maintenance
    Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.
    10
    37
    MIT

  • Sketch Engine MCP Server

    ricCap
    F
    license
    B
    quality
    D
    maintenance
    Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.
    10

  • Stats Engine MCP Server

    wzx11223344
    A
    license
    -
    quality
    B
    maintenance
    A statistical analysis MCP server offering 30 tools for descriptive statistics, hypothesis tests, regression, and time series, all returning Markdown reports with automatic interpretations to enable AI agents to perform comprehensive data analysis.
    MIT

  • paper-search

    its-antony
    A
    license
    -
    quality
    D
    maintenance
    Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.
    MIT

  • search-papers

    Saidiibrahim
    A
    license
    -
    quality
    C
    maintenance
    Enables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.
    45
    Apache 2.0

  • bim-change-engine

    rishibajaj-Prodman
    F
    license
    -
    quality
    C
    maintenance
    Provides a change-intelligence layer for BIM models, enabling diff analysis of Speckle versions with persona-specific lenses (coordination, cost, field) and a groundedness contract that separates verified facts from inferred impacts.
    1

  • Earth Engine MCP Server

    Dhenenjay
    -
    license
    -
    quality
    -
    maintenance
    Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.