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"Tools or methods for generating graphs from structured data" matching MCP servers:

  • Gov Data MCP

    cyntrica
    A
    license
    B
    quality
    D
    maintenance
    MCP server with 562 tools accessing 114 government data APIs covering economic, health, education, energy, and more from federal, state, and international sources.
    100
    1
    MIT

  • US Government Open Data MCP

    lzinga
    A
    license
    A
    quality
    A
    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.
    100
    110
    108
    MIT

  • IT Tools MCP Server

    wrenchpilot
    A
    license
    B
    quality
    F
    maintenance
    A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.
    34
    100
    179
    22
    TypeScript
    MIT
  • Bright Data MCP by brightdata

    Bright Data MCPofficial

    brightdata
    A
    license
    A
    quality
    A
    maintenance
    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.
    5
    5,941
    2,585
    MIT

  • MCP Files

    OrionPotter
    A
    license
    A
    quality
    -
    maintenance
    Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
    3
    11

  • mcp-alphabanana

    tasopen
    A
    license
    A
    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.
    1
    37
    8
    MIT

  • japan-seasons-mcp

    haomingkoo
    A
    license
    A
    quality
    A
    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.
    17
    153
    1
    MIT

  • Weather Pro

    swwayam
    F
    license
    A
    quality
    C
    maintenance
    A production-grade MCP server that provides real-time weather data and demonstrates the complete MCP protocol surface including tools, resources, prompts, and structured output.
    2
    2

  • HTTP MCP Server

    jules-tnk
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to send HTTP requests to any endpoint with full control over methods, headers, query parameters, and request bodies.
    1
    14
    MIT

  • Datai MCP Server

    Datai-Network
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to retrieve real-time data on wallet DeFi positions, token balances, and NFT holdings across multiple blockchains. It supports hundreds of protocols and provides specialized tools for chain-specific or protocol-specific portfolio analysis.
    8
    16
    3
    MIT

  • The Web MCP

    bright-cn
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.
    4
    5,941
    6
    MIT

  • @godrix/argocd-mcp

    godrix
    A
    license
    B
    quality
    B
    maintenance
    MCP server for Argo CD that provides multi-environment profiles, SSO or API key authentication, application search with cache, and REST API tools from the bundled OpenAPI catalog.
    26
    26
    MIT

  • obsidian-mcp-complete

    jagoff
    A
    license
    B
    quality
    D
    maintenance
    Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, searching, and managing notes, tasks, graphs, and more. Works without Obsidian running and requires no plugins.
    66
    MIT

  • cortex-mcp

    j0hanz
    A
    license
    A
    quality
    D
    maintenance
    Enables multi-level reasoning with configurable depth levels, session-based state management, structured thought input, and real-time trace resources.
    1
    107
    1
    MIT

  • MCP Error Relay

    purelledhand
    A
    license
    A
    quality
    C
    maintenance
    Relays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.
    3
    7
    MIT

  • pse-edge-mcp

    phdwight
    A
    license
    A
    quality
    A
    maintenance
    Provides unofficial access to Philippine Stock Exchange data including quotes, price history, disclosures, financial reports, and market data via MCP.
    13
    MIT

  • AT Protocol MCP Server

    cameronrye
    A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.
    51
    51
    8
    MIT