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  • OSM Edit MCP Server

    skywinder
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.
    4
    MIT

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT

  • AI-Scholarly-Mode

    adarshrkumar
    F
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.
    4
    1
  • ai-visibility-index by creanlab

    ai-visibility-indexofficial

    creanlab
    A
    license
    -
    quality
    A
    maintenance
    Read-only access to the AI Visibility Index: the measured share of answer that 20 SaaS and 24 crypto brands hold across ChatGPT, Perplexity and Gemini, re-measured weekly on a frozen prompt panel with every past release kept at a permanent URL. Five tools — full index, one brand, brand list, complete history, methodology — served from dabyte.ai and dablock.ai with no API key and no auth; the data
    MIT

  • federal-spend-ai

    SBPnet
    A
    license
    -
    quality
    B
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT

  • state-of-ai-in-design-systems

    kaelig
    F
    license
    -
    quality
    B
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    1

  • petmed MCP Server

    Aaron-AI-ai
    F
    license
    -
    quality
    B
    maintenance
    Provides tools to search and read markdown wiki documents and find animal hospitals, pharmacies, and grooming facilities using public data.

  • AI Product Index

    110kc3
    F
    license
    -
    quality
    C
    maintenance
    Machine-readable directory of AI products that register themselves, plus an agent-readability grader for any URL.

  • Agricultural AI MCP Server

    BishalJena
    F
    license
    -
    quality
    D
    maintenance
    Provides real-time crop price data from Indian government sources and agricultural web search capabilities. Enables AI chatbots to access comprehensive agricultural market information and news for farming-related queries.

  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    D
    maintenance
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    19
    11
    2
    Inno Setup

  • nucleotide_archive_mcp

    biocontext-ai
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for searching and accessing RNA sequencing datasets from the European Nucleotide Archive (ENA), supporting bulk, single-cell, and spatial transcriptomics with advanced filtering and download capabilities.
    11
    1
    Apache 2.0

  • Thailand NSO MCP Server

    aard-ai
    A
    license
    A
    quality
    B
    maintenance
    Enables natural language discovery, querying, and analysis of Thailand's official statistics from the National Statistical Office via SDMX REST API. It provides tools for searching dataflows, exploring structures, and fetching data with caching and bilingual support.
    8
    MIT

  • readypermit-mcp

    Galax-ai
    A
    license
    A
    quality
    D
    maintenance
    AI-powered property intelligence for instant zoning analysis, buildability assessments, ADU eligibility, flood risk, and development feasibility reports for any US address.
    5
    1
    MIT

  • Inflation By Api Ninjas

    BACH-AI-Tools
    A
    license
    A
    quality
    D
    maintenance
    Enables access to current inflation data including monthly and annual inflation percentages using CPI (Consumer Price Index) or HICP (Harmonized Index of Consumer Prices) indicators through the API Ninjas Inflation API.
    1
    MIT

  • MCP TDCC

    asgard-ai-platform
    A
    license
    A
    quality
    D
    maintenance
    MCP server for TDCC OpenData, enabling natural language query of Taiwan securities custody data, including shareholding distribution, stock custody changes, offshore fund NAVs, and e-voting information.
    8
    2
    MIT

  • mcp-twfood

    asgard-ai-platform
    A
    license
    A
    quality
    D
    maintenance
    MCP server for Taiwan's agricultural wholesale market real-time price data, providing 6 tools to search products and query trade data at daily, weekly, monthly, yearly granularities, plus cross-market comparisons.
    6
    MIT

  • Google Knowledge Graph MCP

    houtini-ai
    A
    license
    A
    quality
    D
    maintenance
    Enables searching Google's Knowledge Graph for real-world entities via two tools: search by query or lookup by Machine ID, returning structured data including entity types, descriptions, and URLs.
    2
    19
    10
    MIT