Home / Tools & integrations / Confluence
Everything we list for working with Confluence from an AI coding tool: 16 skills, 4 MCP servers and plugins. Start with a skill if there is one, since it teaches your agent how Confluence works, then add a server or plugin for live access and use the prompts to get going.
Track Airflow Improvement Proposal (AIP) implementation progress by comparing Confluence specs against codebase evidence. Use when asked to assess, report on, or compare AIP status.
Use when the user needs something that ships outside cognee core — community database adapters (Qdrant, Milvus, Weaviate, Redis, Pinecone, FalkorDB, Memgraph, DuckDB, NetworkX, …), data-source…
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating tickets with custom fields,…
Analyze meeting notes to find action items and create Jira tasks for assigned work. When an agent needs to: (1) Create Jira tasks or tickets from meeting notes, (2) Extract or find action items from…
Generate project status reports from Jira issues and publish to Confluence. When an agent needs to: (1) Create a status report for a project, (2) Summarize project progress or updates, (3) Generate…
Search across company knowledge bases (Confluence, Jira, internal docs) to find and explain internal concepts, processes, and technical details. When an agent needs to: (1) Find or search for…
Automatically convert Confluence specification documents into structured Jira backlogs with Epics and implementation tickets. When an agent needs to: (1) Create Jira tickets from a Confluence page,…
Produces a progressive-disclosure overview of unfamiliar code or a pull request's changes with code-overview and
Runs an evidence-based investigation of a bug, failure, or unexpected behavior with investigate and publishes the
Publishes a local Markdown file to a user-specified Confluence location, creating a new page or updating an existing
Builds a feature specification from scratch with plan-a-feature and publishes it to a user-specified Confluence
Creates or updates project documentation for a feature, system, or component and publishes it to a user-specified
| # | Name | Type | Works with | Score | Stars | Updated |
|---|---|---|---|---|---|---|
| 1 | Atlassian Rovo MCP Server Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work. | MCP server | Claude Code, Cursor | 89 | 1.1k | yesterday |
| 2 | atlassian Connect to Atlassian products including Jira and Confluence. Search and create issues, access documentation,… | Plugin | Claude Code | 77 | 1.1k | yesterday |
| 3 | atlassian-twg-cli Teamwork Graph CLI is Atlassian's agent-first interface to your entire work context: Jira issues, Confluence… | Plugin | Claude Code | 54 | 2 | 5d ago |
| 4 | skill-seekers Transform 17 source types into AI-ready skills and RAG knowledge. Ingest documentation sites, GitHub repos,… | Plugin | Claude Code | 46 | 16 | 8mo ago |