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"Understanding Reverse Processes or Reverse Engineering" matching MCP servers:

  • or-pricer

    viperdriver2000
    F
    license
    -
    quality
    B
    maintenance
    MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.

  • korean-engineering-mcp

    sonmeggy
    A
    license
    -
    quality
    B
    maintenance
    This MCP server enables searching Korean construction standards (KDS/KCS), laws from the Ministry of Government Legislation, administrative rules and interpretations, and optionally local water/wastewater design manuals to generate grounded evidence packages for engineering answers.
    2
    MIT

  • MCP Iconik

    veup-engineering
    F
    license
    -
    quality
    D
    maintenance
    MCP server providing tools for the Iconik media asset management API. Supports assets, collections, search, metadata, jobs, users, groups, and more with dual transport (SSE and HTTP) and Docker support.

  • searxng-http-mcp

    whw23
    A
    license
    A
    quality
    A
    maintenance
    Self-contained SearXNG MCP server in Docker. Aggregates 200+ search engines across 30+ categories with multi-page fanout, autocomplete, and engine discovery. Dual transport (HTTP + stdio), API key auth, and built-in Web UI reverse proxy.
    6
    3
    10
    MIT
  • sthan-io by sthan-io

    sthan-ioofficial

    sthan-io
    A
    license
    A
    quality
    B
    maintenance
    MCP server for sthan.io - US address verification, parsing, autocomplete, forward/reverse geocoding, and IP geolocation. 8 tools, TypeScript, stdio transport. Free tier, no credit card required.
    8
    MIT

  • SommelierX Wine Pairing MCP

    rogertheunissenmerge-oss
    A
    license
    A
    quality
    C
    maintenance
    Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wine recommendations: pair wines with meals, ingredients, or recipe URLs, reverse pairing, group dinner planning, and search. Powered by a proprietary Wine DNA algorithm with 600+ wine archetypes. Supports API key and x402 (USDC on Base) autonomous agent payments.
    7
    57
    1
    MIT

  • loa-mcp-server

    uedayou
    A
    license
    A
    quality
    B
    maintenance
    MCP server that searches Japanese addresses and returns their locations as polygons or points using the open 住所LOD dataset, enabling geocoding, reverse geocoding, batch GeoJSON export, and map visualization.
    8
    MIT

  • Fast Context MCP

    TripQi
    A
    license
    A
    quality
    D
    maintenance
    Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.
    2
    227
    MIT

  • mapsi-mcp

    algolayertechnologies
    A
    license
    A
    quality
    C
    maintenance
    Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, isochrone, distance matrix, static maps, H3 hexagons, elevation, GPS map-matching, point-in-polygon, address normalisation, timezone lookup, and batch geocoding. Built on OpenStreetMap infrastructure. Cost-effective alternative to Google Maps API.
    18
    38
    MIT

  • Fast Context MCP

    SammySnake-d
    A
    license
    A
    quality
    A
    maintenance
    Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
    2
    766
    353
    MIT

  • wheel-size-mcp

    driveate
    A
    license
    A
    quality
    A
    maintenance
    Official MCP server for the Wheel Fitment API, giving LLM agents access to vehicle wheel and tire compatibility data, including OEM specs, reverse lookups, plus-sizing calculations, and product card generation.
    21
    MIT

  • chuk-mcp-geocoder

    IBM
    A
    license
    A
    quality
    C
    maintenance
    An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.
    10
    Apache 2.0

  • hamqth-mcp

    qso-graph
    A
    license
    A
    quality
    D
    maintenance
    MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon Network, DXCC resolution, and more through any MCP-compatible AI assistant.
    8
    GPL 3.0

  • Google Maps Geocoding MCP

    kevinwuhoo
    A
    license
    A
    quality
    D
    maintenance
    Enables LLM clients to convert addresses to coordinates (forward geocoding), coordinates to addresses (reverse geocoding), and lookup Google Place IDs using the Google Maps Geocoding API with support for multiple languages and advanced filtering.
    3
    7
    MIT