"Information about project memory" matching MCP connectors:

MCP server for detecting and redacting PII (Personally Identifiable Information) in PDF documents.

Persistent project context — Rust-native MCP server. IANA-registered .faf format.

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.

One memory, every AI. A shared, user-owned markdown memory your AI clients read and write over MCP.

Document hosting and encrypted agent memory with multi-tenant persistence.

8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, scheduler, files.

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.