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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:
- Alicense-qualityDmaintenanceAn MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.Last updatedMIT
- AlicenseAqualityCmaintenanceA read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.Last updated5MIT
- AlicenseAqualityDmaintenanceEnables access to SORACOM IoT platform data including Harvest sensor data, file storage, SoraCam camera footage/events, and SIM statistics through authenticated API calls.Last updated5MIT
- AlicenseCqualityDmaintenanceEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.Last updated401Apache 2.0
Microsoft Sentinel Dataofficial
Alicense-qualityDmaintenanceEnables searching for relevant tables and retrieving data from Microsoft Sentinel's data lake using natural language, supporting security hunting scenarios like password-spray detection and impossible travel checks.Last updated1MIT- Alicense-qualityCmaintenanceConnect AI assistants to live Meta Ads, GA4, and Google Search Console data. 100% local, credentials machine-locked and encrypted. Supports Claude Desktop, Cursor, Windsurf, Cline, and more.Last updated1MIT
- Alicense-qualityCmaintenanceA Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.Last updated2MIT
- Alicense-qualityCmaintenanceMCP server that unifies real-time telemetry from industrial systems into a single queryable interface, enabling production visibility, anomaly detection, and operational insights.Last updated4MIT
- Alicense-qualityCmaintenanceLLM cost optimization and provider usage visibility for MCP-capable agents.Last updated37MIT
- Alicense-quality-maintenanceEnables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.Last updated1
- Flicense-qualityCmaintenanceProvides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.Last updated5
- AlicenseAqualityDmaintenanceEnables checking IP reputations and threat intelligence by querying Chaitin's global honeypot network and millions of defense nodes. Provides real-time IP profiling, malicious behavior detection, and threat alerts based on aggregated security data.Last updated1332MIT
Tessera MCP Serverofficial
Alicense-qualityAmaintenanceMCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift detection, recommendations as typed tools.Last updated4Apache 2.0- Alicense-qualityCmaintenanceProvides programmatic access to Google Search Console API data through Claude Code and Cursor, enabling search analytics, sitemap info, URL inspection, and indexing submission.Last updated4029MIT
- Alicense-qualityCmaintenanceEnables interaction with Google Search Console via MCP, offering search analytics, performance summaries, URL inspection, sitemap management, and property listing for SEO workflows.Last updated1481MIT
- Alicense-qualityCmaintenanceAn MCP server that functions as an intelligent gateway for multiple LLM backends including OpenAI, Claude, and Ollama. It supports automatic provider fallback, streaming responses via Server-Sent Events, and real-time monitoring for robust AI integration.Last updatedMIT
- Alicense-qualityFmaintenanceProvides AI agents with read-only access to Google Search Console data, including search analytics, index coverage, and sitemap status. It enables users to query clicks, impressions, and ranking performance or check URL indexing status through natural language.Last updated563MIT
- Flicense-qualityDmaintenanceEnables ingestion and full-text search of Windows application logs via MCP tools. Supports dual-backend indexing with Elasticsearch and SQLite for fast retrieval.Last updated
- AlicenseAqualityFmaintenanceQuery Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.Last updated132994MIT