# Document management

The Specifai MCP Server is a model context protocol server used for integration and automation with AI tools that support the MCP protocol, providing a tool for reading documents generated by the Specifai project.

An MCP server for directly operating Google Firestore, providing functions such as document creation, deletion, modification, query, query, and collection listing

A server implementing the MCP protocol for the interaction between AI assistants and the Outline document service

An MCP protocol server implemented for MarkLogic databases, supporting document creation, reading, deletion, and search operations.

MCP-TEAMATE is an AI agent communication server based on SSE, providing an interaction environment similar to a corporate team for AI agents, supporting real-time communication, document management, and multi-agent collaboration.

MCP service tool for Paperless - NGX, providing API interfaces for document management

An MCP server based on Claude for document management and semantic search using Needle

An Outline API server tool based on the Model Context Protocol (MCP), supporting AI agents to programmatically manage entities such as documents and collections in the Outline knowledge base platform.

This project is an example of a Confluence MCP service built on Spring Boot AI, providing integration with Confluence Cloud, supporting space management, document operations, etc., and can be tested through an MCP client.

Needle MCP Server is a file management and search service based on the Claude desktop application, supporting the management of document collections and intelligent retrieval through natural language instructions.

An implementation of the Meilisearch MCP server that provides a standardized interface for AI assistants to interact with Meilisearch

An MCP server for searching and accessing Lark documents, supporting functions such as document content retrieval, OAuth authentication, and error handling.

The Confluence MCP server is an intermediary service system that communicates with the Confluence API via Personal Access Token. It consists of a main server and a proxy server, solves the problem of accessing in the VPN area, and provides space and page management functions.

A lightweight SharePoint MCP server that provides a standardized interface for document and folder management and supports seamless integration with MCP clients such as Claude.

An MCP server for the ESA API, providing various team document management functions

Paperless MCP is an open - source modern document management system designed to provide enterprises with an efficient digital document processing solution, including document storage, organization, search, and processing, supporting functions such as OCR, metadata extraction, and automatic classification, while ensuring security and compliance.

The MCP application is a service that combines RAG and web search tools, using OpenAI embedding vector storage, PostgreSQL as the database, and PGVector as the vector storage, supporting knowledge retrieval and document addition functions.

The Feishu MCP server provides Feishu document access capabilities for AI coding tools, supporting document creation, content operation, and editing functions.

A Model Context Protocol (MCP) server based on Typesense, providing collection management, document operations, and search functions.

An MCP service that connects to SharePoint via Microsoft Graph API, providing document search and reading capabilities, and supporting Docker and Bun deployment.

Hermes Search MCP Server is an open - source service based on the Model Context Protocol, providing full - text and semantic search functions integrated with Azure Cognitive Search, and supporting multiple AI client tools.