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    Provides lookup of current and historical United States military pay rates, including basic pay, Basic Allowance for Subsistence, and Basic Allowance for Housing, via MCP tools using pay grade, years of service, ZIP code, and effective date.
    6
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    Enables predictive maintenance for electric motors by analyzing stator current signals to detect faults like broken rotor bars, bearing defects, and eccentricity, using spectral and envelope analysis techniques.
    21
    47 PyPI
    9
    MIT
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    A minimal MCP server exposing four trivial tools: arithmetic calculation, current time lookup, and in-memory note storage. It serves as a teaching example to demonstrate the complete MCP request/response cycle with a Gemini agent.
    MIT
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    Enables Windows-based Taobao interaction through OpenCLI, including product search, dynamic filtering, detail and review reading, SKU price and page stock lookup, read-only cart access, authorized add-to-cart, merchant chat, and login/verification recovery.
    46
    PolyForm Noncommercial 1.0.0
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    Resolves messy financial institution records against canonical regulatory identifiers from FDIC, NCUA, and FFIEC public datasets.
    MIT
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    Enables MCP-compatible clients to discover and execute tools — current date/time formatting, weekday lookup, a progress-reporting timer, and expression calculation — over Streamable HTTP using JSON-RPC 2.0. Supports real-time SSE notifications for long-running tool progress.
    MIT
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    Enables AI assistants to issue a single unauthenticated GET against an OpenAI-compatible endpoint and learn whether it publicly discloses model prices, returning a verdict plus entry and priced-item counts. It also lets the assistant read archived daily cross-provider readings for a given date.
    MIT
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    Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs. Supports querying classes, members, and platform constants via MCP tools for Kotlin Multiplatform development.
    5 npm
    4
    MIT
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    Enables AI agents to look up county assessor public records for properties, check MLS discrepancies against public data, and discover new county assessor sources, all via a local MCP server for real-estate appraisal workflows.
    6
    MIT
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    Enables read-only public-transport station lookup, journey routing with realtime annotations and generated Deutsche Bahn search links, plus current IRIS departure boards by EVA.
    MIT
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    MCP server providing IP address lookup capabilities. Enables AI assistants to fetch details about public IP addresses or the user's current device IP.
    141 npm
    ISC
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    Enables AI agents to search and compare live UK product prices from marketplaces like eBay and Amazon, returning normalised JSON with direct buy links.
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    Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.
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    Enables AI agents to read public marketplace listings—searching sources and fetching individual listings as structured JSON—through a self-hosted bridge that runs on a residential connection and fetches pages with a real Chromium browser, avoiding datacenter IP blocks. It is strictly read-only, reporting blocks, login walls and unavailable sources as explicit statuses instead of performing any account actions.
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    Query current and historical UK official figures (tax bands, minimum wage, benefits, energy price cap and 100+ more) with effective dates and links to official government sources. Data refreshed whenever the official sources change.
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    Provides a weather lookup tool and greeting resource via MCP, enabling AI agents to fetch current conditions and personalized messages through natural language.
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    Enables utility operators to forecast transformer oil temperature, assess synthetic outage risk, rank impacted assets, and generate maintenance plans through IBM Bob MCP tools.
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    Enables full-text search for code declarations across multiple languages using SQLite FTS5 and universal ctags, allowing users to search for functions, classes, and other code elements.
    4
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    Enables querying Taiwan real-estate actual-price transaction data through MCP tools, including transaction search, market statistics, area listing, and data status, using a local SQLite database.
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    Enables IP address information lookup through natural language, including current public IP, geolocation, ISP, coordinates, and IPv4/IPv6 details via MCP stdio.
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    Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
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