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"Methods for Context and Data Analysis" matching MCP servers:

  • Bright Data MCP by brightdata

    Bright Data MCPofficial

    brightdata
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    Official Bright Data server for the Model Context Protocol that enables AI assistants like Claude Desktop to reference and make decisions based on real-time public web data.
    Last updated
    5
    7,890
    2,544
    MIT

  • US Government Open Data MCP

    lzinga
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    quality
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    maintenance
    MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and more. Works with VS Code Copilot, Claude Desktop, Cursor.
    Last updated
    100
    67
    108
    MIT

  • mcp-alphabanana

    tasopen
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    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    Last updated
    1
    40
    7
    MIT

  • japan-seasons-mcp

    haomingkoo
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    maintenance
    Live Japan seasonal travel data from Japan Meteorological Corporation. 12 tools covering cherry blossom (sakura) forecasts, autumn leaves (koyo), fruit picking, flowers, festivals, and 3-day weather. 1,700+ GPS-tagged spots updated daily at 9AM JST. Works via npx or hosted HTTP endpoint — no auth required.
    Last updated
    17
    123
    1
    MIT

  • PTY MCP Server

    almahdi
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    license
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    quality
    D
    maintenance
    A TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.
    Last updated
    5
    39
    AGPL 3.0

  • md24de-mcp

    volsch
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    maintenance
    Unofficial MCP server for the messdienst24.de utility portal, providing tools to retrieve heating and hot-water consumption data, download PDF reports, and compare usage trends.
    Last updated
    3
    MIT

  • ReactUse

    childrentime
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    maintenance
    MCP server for the ReactUse library. Exposes 110+ React Hook signatures, examples, and API metadata so AI coding assistants can discover and use any hook from @reactuses/core directly.
    Last updated
    3
    1,035
    The Unlicense

  • Nanostores MCP

    Valyay
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    license
    A
    quality
    D
    maintenance
    The MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.
    Last updated
    12
    59
    1
    MIT

  • rev-eng-cursor-regex-mcp

    blas0
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    quality
    C
    maintenance
    Enables fast literal and regex search over local workspaces using a sparse n-gram index for candidate pruning, with deterministic verification against file contents.
    Last updated
    8
    1
    MIT

  • festo-codesys-mcp

    efranceschetti
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    license
    A
    quality
    A
    maintenance
    An MCP server that turns AI assistants into competent Festo/CODESYS PLC engineers by grounding them in curated, manufacturer-accurate knowledge and forcing every artifact through a machine-checked validation pipeline for CODESYS import.
    Last updated
    18
    89
    1
    MIT

  • Society Abstract MCP

    wearesociety
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    license
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    quality
    D
    maintenance
    Provides comprehensive wallet, token, and smart contract utilities for the Abstract Testnet and Mainnet, including balance checks, transfers, and ERC-20 deployments. It enables users to manage Abstract Global Wallets and generate EOA accounts through natural language commands.
    Last updated
    5
    33
    MIT

  • Shortcuts MCP

    foxtrottwist
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    quality
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    maintenance
    Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, discovery, and management through AppleScript and CLI integration.
    Last updated
    3
    11
    MIT