A
license-
qualityD
maintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
2
MIT
70,486 servers. Updated
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io.github.pipeworx-io
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"Automating Page and Interface Testing" matching MCP servers:
- Flicense-qualityDmaintenanceA multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.
- Flicense-qualityBmaintenanceProvides structured dealer brand data including inventory, promotions, reviews, and dealer profile via MCP tools, enabling LLMs to answer accurate brand-related queries.
- Flicense-qualityCmaintenanceA meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.6
- AlicenseAqualityAmaintenanceHybrid search over your local documents, with file and page citations. One binary, fully local.422AGPL 3.0
- AlicenseAqualityDmaintenanceEnables searching and retrieving content from Grokipedia, with tools for page lookup, citations, sections, and related pages.7MIT
- Alicense-qualityAmaintenanceMulti-engine aggregated search MCP server that combines results from 7 search engines with deduplication, relevance ranking, and web page content extraction.1MIT
rukuma-devofficial
Flicense-qualityBmaintenanceMCP server for rukuma.dev enabling semantic search, page reading, page listing, and site metadata retrieval.- Alicense-qualityBmaintenanceUpload Word, Excel, PDF, or PowerPoint documents to a vector RAG store with vision-model extraction, then search semantically and retrieve chunks with page numbers for precise citations.MIT
- Alicense-qualityDmaintenanceEnables interaction with Azure AI Foundry services through a unified interface for model exploration and deployment, knowledge indexing and search, AI evaluation, and fine-tuning operations. Supports both GitHub token-based model testing and full Azure deployment workflows.3MIT
- Alicense-qualityBmaintenanceEnables LLMs to accurately navigate and retrieve information from complex documents using Page Index RAG methodology.3MIT
- Alicense-qualityDmaintenanceEnables web search via Brave Search API with freshness filters, full page content fetching, and usage tracking. Designed for Claude integration.201GPL 3.0
- Alicense-qualityAmaintenanceMCP server for browsing, searching, and reading Sphinx documentation sites, providing tools to list pages, read content, search text, and list page sections.2MIT
- Alicense-qualityDmaintenancePrivacy-respecting, self-hosted metasearch MCP server that aggregates results from multiple search engines and fetches page content as Markdown.451MIT
- Alicense-qualityBmaintenanceEnables ChatGPT to search and retrieve papers, passages, and page evidence from a local Zotero library via a read-only MCP server.AGPL 3.0
- Alicense-qualityBmaintenanceEnables hybrid semantic and full-text search over OpenClaw documentation, with tools for chunk navigation, page outlines, and index statistics.MIT
- Alicense-qualityDmaintenanceProvides a standardized interface for interacting with Tavily's tools and services through a unified API.MIT
- Flicense-qualityBmaintenanceMCP server that turns any scanned or digital PDF into a private knowledge expert, letting you ask questions and get cited answers with page-level sources. Provides tools for semantic search, page retrieval, torque spec lookup, and section navigation.
- Flicense-qualityAmaintenanceConverts PDFs to Markdown for AI optimization, with tools to detect PDF type (text-based, scanned, mixed, image-based) and support page ranges, raw/compact/page-break options.
- Flicense-qualityBmaintenanceEnables agents to extract clean structured JSON tables from any PDF with per-cell citations to the source page.