"Construction cost estimate information" matching MCP servers:

Self-hosted MCP toolkit providing web search, Wikipedia, and arXiv access without mandatory API keys, delivered as a Docker Compose bundle.

Enables users to retrieve and structure shipment tracking information from DB Schenker's website using natural language queries.

Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.

MCP server that converts URLs into token-minimized clean text for LLMs, providing a receipt of token and cost savings.

A zero-cost, fully local MCP server that grounds AI assistants in verified web text, reducing hallucinations by ~80% by forcing answers only from fetched sources.

Enables enriching company domains into structured firmographics including employee band, industry, HQ, founded year, revenue estimate, logo, and description, with source provenance and data completeness scoring.

Provides real-time Google search results (organic + knowledge graph) with country targeting, language, time filters, and pagination, at low cost.

MCP server that fetches URLs and reduces token cost by 90%+ via DOM AST extraction, returning compact Markdown.

Crawls Korean stock market data from Naver Finance, providing real-time information on top searched stocks and detailed stock information by stock code.

MCP server providing X/Twitter and Reddit search tools for AI agents, returning raw social media data with cleaning and re-ranking, including full Reddit comment tree reading for cost-effective synthesis.

A Model Context Protocol (MCP) server that provides tools for searching and fetching information from Hacker News.

Enables pricing an entire project at the best delivered price by grouping purchases across multiple merchants, new and used, while minimizing total cost including shipping through a single MCP call.

Automates searching and downloading construction specifications from a public engineering website using Playwright, supporting batch downloads and multiple formats.

Enables querying clinical trial information from the Chinese Clinical Trial Registry (ChiCTR) by searching trials with keywords, registration numbers, or years, and retrieving detailed trial information.

Enables AI-powered competitor pricing analysis by scraping LLM inference pricing websites via Firecrawl, storing the data in SQLite, and answering cost comparison queries through natural language.

Searching google, individual websites and scraping their content. Fast and cost-effective. ⚡️

Provides AI coding agents with a live web search tool that returns extracted, answer-ready text from web pages. Enables real-time information retrieval without any local installation or maintenance.

Connects AI assistants to Sequentum for managing web scraping agents, including agent creation, run automation, scheduling, and analytics. Provides tools for agent management, run control, file access, and cost tracking.

MCP server that gives AI agents reliable web access with self-healing, anti-bot bypass and clean content extraction. It provides 11 tools like fetch, scrape, and search, metered by credit with cost transparency.

Enables LLMs to research answers using DuckDuckGo web and news search plus Wikipedia, providing up-to-date information and current events.