Confluence is a team workspace where knowledge and collaboration meet. Confluence gives you a space to create and share information, align teams, capture knowledge, and make decisions.
Detect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_file, redact_file and detokenize.
5
28 PyPI
8
MIT
Why this server?
Routes requests to the Confluence MCP server's tools for pages, spaces, and content search, adding its schemas to the LLM context only when Confluence content is relevant.
Enables agents to connect through a single gateway that has a decision model pick which MCP tools and playbooks are relevant to each request, so the LLM only sees the few schemas it needs, and to then invoke those tools on the underlying servers. This cuts tool-selection cost and prompt size dramatically when many MCP servers are connected.
2
4
MIT
Why this server?
Search and read Confluence pages and attachments; create and update pages.
Open-source privacy and approval gateway between AI assistants and your business systems (MCP): human approval, local PII checks and audit for Gmail, Drive, Slack, Salesforce, Jira and more.
180
857 PyPI
1
Apache 2.0
Why this server?
Allows to index pages from Confluence (Cloud and Data Center) with full body content using REST v2 and CQL filters.
Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. Indexes local files and remote sources from Notion, Jira, Obsidian, Linear, GitHub, and Confluence into a single SQLite knowledge graph, exposing it to AI agents via the Model Context Protocol.
10
10 npm
MIT
Why this server?
Provides tools for listing, viewing, creating, and updating Confluence pages, adding comments, searching content using CQL, retrieving specific pages, and asking questions about page content with AI-powered analysis and summarization.
A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.
13
1
MIT
Why this server?
Extracts and searches Open Finance Brazil business rules and technical specifications from public Confluence pages.
MCP server for token-efficient access to Open Finance Brasil rules, enabling coding agents to search and retrieve specific regulations, OpenAPI specs, and business rules through progressive disclosure.
4
16 npm
MIT
Why this server?
Provides tools for interacting with Confluence, enabling page lookup, CQL search, page creation/update, comments, and space discovery.
Enables interaction with Confluence Cloud pages, spaces, content, media, and navigation via natural language, with session-based editing and native macro support.
8
30 npm
MIT
Why this server?
Enables reading, searching, creating, and updating Confluence pages with rich formatting, including browsing pages in a space.
