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maintenancesemantic browser observation for AI agents via MCP, 100% local, zero telemetry
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"semantic-release" matching MCP servers:
- AlicenseCqualityCmaintenancePlaywright browser automation tools for MCP enabling navigation, interaction, content extraction, and semantic locators.731MIT
BAP MCPofficial
AlicenseNot gradedqualityCmaintenanceLightweight browser automation server for AI agents, enabling fast (10-25ms per action), structured observations and semantic selectors with zero token overhead.3Apache 2.0- AlicenseNot gradedqualityCmaintenanceProvides multi-provider web search capabilities with fallback chains, semantic reranking, and content extraction for grounded agent retrieval.MIT
- AlicenseNot gradedqualityDmaintenanceEnables web content retrieval and semantic search capabilities through the Jina AI API. Provides tools to fetch content from URLs and perform intelligent web searches with natural language queries.3MIT
- AlicenseNot gradedqualityAmaintenanceEnables agents to control a real Chromium browser with semantic tools, providing compact observations and outcome-verified actions for web interaction tasks.1MIT
- AlicenseNot gradedqualityCmaintenanceMCP server that transforms Gurunavi into a browser-driven semantic proxy, providing restaurant search, details, and reservation management through normalized interfaces with safety controls.MIT
- AlicenseNot gradedqualityDmaintenanceToken-optimized Playwright MCP server that reduces context window usage by 73.8% by grouping 22 tools into 6 semantic operations, enabling AI assistants to control browsers with minimal token overhead.40MIT
- AlicenseNot gradedqualityDmaintenanceTurn your Chrome browser into an AI-powered automation tool, enabling browser control, content analysis, and semantic search via Model Context Protocol.MIT
- AlicenseNot gradedqualityCmaintenanceProvides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.1Apache 2.0
- AlicenseNot gradedqualityDmaintenanceA semantic terminal browser that renders web pages as structured numbered elements for LLM agents via MCP, enabling agents to navigate, interact, and extract data from any website.6MIT
- AlicenseNot gradedqualityBmaintenanceFree, open-source search engine MCP server with 7 sources, 29 tools, and semantic search via ChromaDB at zero cost.701MIT
- AlicenseNot gradedqualityDmaintenanceProvides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.MIT
- AlicenseNot gradedqualityDmaintenanceMCP server for local semantic search over web content, enabling AI agents to ingest, index, and query pages with hybrid retrieval and token budget control.4GPL 2.0
- AlicenseNot gradedqualityDmaintenanceSemantic browser automation MCP server that lets AI agents control a browser using natural language, handling navigation, form filling, data extraction, and more without CSS selectors.4111MIT
- AlicenseNot gradedqualityDmaintenanceProvides access to Jina AI's Search Foundation APIs for embeddings, web search, content extraction, reranking, classification, and semantic text segmentation.9MIT
- AlicenseNot gradedqualityNot gradedmaintenanceCrawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.2
- AlicenseNot gradedqualityBmaintenanceEnables AI assistants to search, filter, and extract job listings from LinkedIn using an automated headless browser with semantic AI filtering and deduplication.15MIT
- AlicenseNot gradedqualityCmaintenanceWeb crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.2,233MIT
- FlicenseNot gradedqualityNot gradedmaintenanceProvides access to LangSearch's Web Search and Semantic Rerank APIs for AI assistants. It enables web searching with advanced filtering and reranking of documents based on semantic relevance.