Qdrant MCP Server

RFP.ai's remote MCP server (streamable-http at rfp.ai/api/mcp) lets Claude Desktop and Cursor draft cited RFP and security-questionnaire answers from your knowledge base, with human review. It exposes 18 scope-gated tools — knowledge-base search, project and Q&A management, approvals and file ingestion — plus 3 prompts. Bearer-token auth is read-only by default, with write scopes granted per token, and every agent write is recorded to an owner-only audit log. EU-hosted. Registry: ai.rfp/rfp-ai.

Provides web search capabilities by integrating with self-hosted or external SearXNG instance. Features - Web Search: Perform powerful aggregated searches across multiple engines. - Discovery: Programmatically retrieve available categories and engines. - Stateless HTTP: Compatible with any standard JSON-RPC client. - Flexible Configuration: Supports environment variables and command-line arguments.

The Oxylabs MCP server provides a bridge between AI models and the web. It enables them to scrape any URL, render JavaScript-heavy pages, extract and format content for AI use, bypass anti-scraping measures, and access geo-restricted web data from 195+ countries. This implementation leverages the Model Context Protocol (MCP) to create a secure, standardized way for AI assistants to interact with web content.