"Understanding how memory is stored or memory storage methods" matching MCP connectors:

Fast.ioA

io.fast.mcp

AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.

Converts customer-supplied PDF bank statements into checked Excel, CSV, or JSON with balance validation. Hosted Streamable HTTP endpoint; each user brings their own MainBook API key, and the server never connects to bank accounts.

Convert PDF bank statements to checked Excel, CSV or JSON with balance validation.

Compress, merge, split, rotate, extract pages, number pages, and protect or unlock PDFs.

MCP server for Api2Pdf — generate PDFs & images from HTML, URLs or office files; merge, barcodes.

Private, permanent encrypted storage for AI agents. Paid per call in USDC via x402.

This is a Unified MCP Server for full document control: PDF manipulation (merge, split, rotate, insert, delete), OCR/data extraction from PDFs/images, PDFs/images conversion, compression, encryption, and watermark management—all without juggling multiple tools.

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

Tailor a career resume and cover letter as real Word docx files from stored facts.

Split PDFs from your AI chat: extract page ranges, split by size or count. All data is local.

Merge PDFs from your AI chat: combine, order pages, output one clean PDF. All data is local.

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

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

Memory MCP server for Claude Code. Correct a fact and the old version stops being recalled.

BoxOAuth unavailable

com.box.mcp

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.

Tigris MCP ServerOAuth

dev.storage

Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object management.

Portable AI memory shared across models and harnesses - plain markdown you own.

Upload files and get public CDN links in chat.

Streamline MCP ServerOAuth

com.streamlinehq

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