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licenseNot graded
qualityD
maintenanceOrchestrates distributed research drones on Google Cloud Run, enabling scalable and bidirectional research task management.
6
MIT
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"General research information and resources" matching MCP servers:
- AlicenseNot gradedqualityAmaintenanceCNN's Fear & Greed index for the US stock market: current score and rating, the seven component indicators, and about a year of daily history. Go standard library only, no API key required.2MIT
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- AlicenseNot gradedqualityDmaintenanceAn MCP (Model Context Protocol) server for managing Tailscale resources using the official Tailscale Go client library v2. This server provides complete coverage of the Tailscale API with enhanced, self-descriptive tools powered by OpenAPI documentation.2MIT
- AlicenseNot gradedqualityBmaintenanceLLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.10MIT
- AlicenseAqualityAmaintenanceScans source code for possible Korean compliance risks (PIPA, Network Act, Credit Information Act, E-Commerce Act) and maps findings to specific legal provisions. Runs locally, exposes MCP tools for scanning and law lookup, and does not constitute legal advice. That's hedged (matches the project's "possible risk / not legal advice" rule), keyword-rich for search, and names all four laws.41MIT
- AlicenseAqualityAmaintenanceA Linux system monitoring MCP server that provides real-time information on CPU, memory, disk, network, processes, Docker, security, and more via MCP tools.2869MIT
- AlicenseAqualityAmaintenanceMCP server for AI-powered web research — search (Google, Brave, Serper, SearXNG), scrape any page, extract PDFs/DOCX/YouTube transcripts, academic & patent search. Single Go binary. Works with Claude, Cursor, Copilot, and any MCP client.2552MIT
- AlicenseAqualityAmaintenanceA high-performance, multi-protocol API mock server with 18 built-in MCP tools for managing HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP mocks, chaos engineering, stateful CRUD resources, and request verification.18142Apache 2.0
- AlicenseAqualityAmaintenanceMCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite knowledge graph with CJK+Latin full-text search and cross-document reference tracking. Runs drift audits to surface stale policies, conflicting research claims, superseded ADRs, and undocumented code exports.105MIT
- AlicenseAqualityBmaintenanceAn MCP server that purchases small factual datasets on demand via x402 micropayments (about $0.01 per call), offering tools for financial research, fuel prices, air quality, and border crossings while supporting preview-only mode and configurable spending limits.8MIT
- AlicenseAqualityBmaintenanceGives AI assistants real-time access to web data with the ability to scrape any website, bypass anti-bot systems, extract structured data, and capture screenshots through enterprise-grade infrastructure.65612ISC
- AlicenseAqualityDmaintenanceEnables users to interact with container registries through the ORAS CLI, providing information about container images, platforms, and signatures via natural language queries.7Apache 2.0
- AlicenseNot gradedqualityAmaintenanceMCP server for managing Apple Wallet and Google Wallet passes via the PassNinja API. Provides tools to create, list, update, and delete pass templates, passes, and webhooks.MIT
metoro-mcp-serverofficial
AlicenseNot gradedqualityCmaintenanceQuery and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.51MIT- AlicenseNot gradedqualityAmaintenanceA Model Context Protocol (MCP) server for Grafana. This provides access to your Grafana instance and the surrounding ecosystem.3,381Apache 2.0
- AlicenseNot gradedqualityAmaintenanceA Model Context Protocol server for Massdriver that enables AI assistants to manage infrastructure platform resources like projects, environments, deployments, policies, and more. It provides 106 tools and supports stdio or HTTP transports.1MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to query databases using natural language, with automatic schema discovery and SQL compilation.1,1183,149Apache 2.0
pgEdge Postgres MCP Serverofficial
AlicenseNot gradedqualityAmaintenanceEnables SQL queries against PostgreSQL databases through MCP-compatible clients and includes a natural language agent for forming SQL queries from natural language.219PostgreSQL- AlicenseNot gradedqualityDmaintenanceProvides access to your VictoriaTraces instance and seamless integration with VictoriaTraces APIs and documentation for querying traces, services, and operations.12Apache 2.0
