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    Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.
    6
    43 PyPI
    3
    PolyForm Noncommercial 1.0.0
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    Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.
    844 npm
    MIT
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    Connects AI assistants to Interactive Brokers for intelligent portfolio management, options analysis, risk monitoring, and automated trading strategy suggestions. Enables real-time account tracking, Greeks calculations, option chain analysis, and playbook-based risk adjustments through natural language.
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    Enables natural-language querying of PostgreSQL databases with schema grounding and self-correcting error recovery. Provides a live audit trace and verifies results through exploratory decomposition and empty-result sanity checks.
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    Enables real-time stock and options market data retrieval from Interactive Brokers through IB Gateway. Provides stock quotes with price and volume information, plus options quotes with bid, ask, and last price data.
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    An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).
    6
    139 npm
    MIT
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    Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.
    3
    8 npm
    7
    ISC
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    A resume MCP server that enables AI agents to search work history by keyword or meaning, retrieve detailed company info, and send scheduling emails, turning a static resume into interactive tools.
    3
    MIT
  • A
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    West Coast Swing points in your AI assistant: any WSDC dancer’s divisions per role, points, results, level-ups and finals partners, event winners by year, what’s new in the registry, and the official rules. Free, read-only, no sign-up. A dancer’s profile renders as an interactive card. Unofficial mirror of the public WSDC Points Registry, not affiliated with the World Swing Dance Council.
    9
    MIT
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    The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.
    10
    107 npm
    3
    MIT
  • A
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    Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe and soul imprint authentication.
    3
    18
    Apache 2.0
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    A
    quality
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    maintenance
    The Apple Books MCP server bridges the gap between your personal reading journey and AI capabilities by transforming static book collections into interactive knowledge repositories.
    31
    64
    Apache 2.0
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    Enables Claude to read and search an owners' association portal's messages, news, document archive and info pages, including listing by upload date or name and reading PDFs as text. It also provides an interactive in-chat browser plus prompts for catching up on what's new, summarising documents, and preparing for the general meeting.
    13
    MIT
  • F
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    An MCP server for indexing and searching Commodore 64 documentation using full-text, semantic, and fuzzy search across multiple file formats. It enables RAG-based question answering, entity extraction, and interactive timeline or knowledge graph visualizations.
    94
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    An MCP server that provides an interface for the Interactive Brokers API via the ib_async library. It enables users to manage accounts, access real-time and historical market data, and execute or monitor trades through TWS or IB Gateway.
    33
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    Lets AI assistants search and browse a continuously verified feed of live retail and travel deals, filtering by category, store, discount, or hot status, and fetch individual deal details with current live/expired state. Results render as interactive cards in MCP Apps clients or structured text elsewhere, always linking to the deal page where the price is re-verified.
    MIT
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    Enables creating interactive data visualizations from natural language queries using DuckDB for local databases or Databricks for enterprise data warehouses. Supports multiple chart types, CSV imports, SQL queries, and automatic statistical analysis through Claude Desktop.
    19
    MIT
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    Enables models to query and retrieve the same documentation and data an operator would have on hand during their interactive sessions, including GitLab-hosted docs via indexed search and section lookup.
    MIT
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    Provides access to the Open Brewery DB API, allowing AI assistants to search for breweries and retrieve detailed information like location, type, and contact details. It enables interactive exploration of a global database containing over 40,000 breweries.
    38 npm
    1
    MIT
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    MCP server for Japanese public transit journey planning with interactive map UI, enabling station search, route planning, and departure lookups via natural language.
    MIT
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    Gives AI assistants a read-only tool to match a user's task or buyer need to verified Lumi Studio iOS apps across 29 apps and all 50 Apple locales, returning localized context, purchase model, guide, and direct App Store links. Supports interactive localized cards via the MCP Apps extension and includes a bundled offline snapshot without analytics.
    MIT
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    Enables comprehensive chess analysis through Stockfish engine integration, positional evaluation, puzzle training, game review, and access to extensive chess databases. Provides visual board rendering, interactive game viewers, and tactical puzzle training with 3+ million problems from Lichess.
    34
    AGPL 3.0
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    A local OKF-compatible knowledge engine for AI agents. Enables capturing agent conversations, hybrid semantic+keyword search, MCP serving to agents, interactive graph visualization, and OKF bundle export.
    Apache 2.0
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    Enables users to discover Iekei-style ramen shops across Japan through three interactive UI modes: filtering by prefecture, flavor profile, and keyword; finding the five nearest shops from a location or place name; and browsing nationwide shops plotted on a map of Japan. Shop data comes from OpenStreetMap and the server runs on Cloudflare Workers with no external database or API keys.
    ISC
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    A self-hosted MCP server that lets each agent connect their own Freshdesk tenant with a personal API key via OAuth, then read tickets, contacts, companies, agents, groups and knowledge, and perform writes through expiring previews with interactive confirmation and readback verification. It optionally indexes local history to provide semantic search with fresh access checks before returning evidence.
    MIT
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    Lets Claude search Amazon products via multiple keyword queries and present curated results in an interactive carousel widget with add-to-cart functionality.
    1
    MIT
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    Enables MCP clients to search a product catalog, browse categories, view top launches, compare products, and find active maker deals, with an interactive widget in supporting hosts. It is read-only and requires no API key or account.
    1
    MIT
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    Enables searching a public coach directory by free text, category, country, city, languages, specialties, hourly rate, experience and verification, and retrieving individual coach profiles, booking availability, directory facet counts, featured coaches and articles. All tools are read-only, require no authentication, and render interactive coach and profile cards inside ChatGPT and Claude clients.
    MIT
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    This server lets users submit natural-language requirements, screenshots, or Excel files and receive grounded asset-matching recommendations, with an agentic loop that judges sufficiency, iteratively corrects its own search, and explicitly reports when no asset can support a request. It supports interactive feedback, multi-turn refinement, and integration through Web, REST, and MCP.
    MIT