"General online search" matching MCP connectors:

Sandbox workspace tools: search, file read, DB queries, integrations. Returns synthetic data.

Securely search and manage workspace context files for AI agents and teams.

Search and download icons, illustrations, elements and emojis in PNG or SVG formats.

Artifact store for AI agents — read, write, and search files by path; share by rendered URL.

The Needle MCP server enables semantic search on documents stored in files like PDFs, DOCX, and XLSX by connecting AI applications to external data sources. It provides capabilities to create and manage document collections, perform natural language searches on stored content, and retrieve relevant information without requiring exact keyword matches.

The Box MCP server is a secure gateway that connects external AI agents to enterprise content stored in Box, enabling agent-based document access, advanced search, and multi-file analysis while preserving Box security policies. It provides capabilities including keyword search, Box AI-powered Q&A across files, metadata extraction, file management, and authentication, all validated against Box's granular permission controls. The server integrates with major AI platforms like Anthropic Claude, Microsoft Copilot Studio, and Mistral Le Chat, and is available both as a Box-hosted remote server and a self-hosted open-source Python project.

Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy…

Egnyte's remote MCP server for secure AI access, search, upload and file management in your account.

Secure integration between AI tools and Egnyte content with search, analysis, and workflow tools.

Search, browse, and read your Dropbox files. Find documents by name or content, list folders, and…