spring-boot-ai-confluence-mcp-server

A Spring Boot Model Context Protocol (MCP) server example that connects to Confluence Cloud and exposes Confluence document management operations (e.g., listing spaces, creating documents, handling history) as MCP callable tools via @Tool annotations and tool registration.

Evaluated Apr 04, 2026 (17d ago)

Homepage ↗ Repo ↗ Ai Ml mcp model-context-protocol spring-boot confluence-cloud spring-ai tools integration java

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

Based on provided README only: authentication method and secret-handling practices are not described. TLS enforcement for the MCP server and upstream Confluence calls cannot be confirmed from the README. Agents should assume the server will need Confluence credentials with careful handling and least-privilege permissions.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Use Cases

• Build an MCP-enabled Confluence Cloud integration for LLM agents
• Have an MCP client (e.g., a desktop MCP client) call Confluence operations as tools
• Prototype AI-assisted workflows for creating and managing Confluence pages/spaces

Not For

• Production deployments without verifying security configuration and operational behavior
• Use cases requiring a fully documented, production-grade public API/SDK for third-party developers
• Teams that require strict guarantees around pagination, retries, idempotency, and error codes based solely on the README provided

Interface

REST API

GraphQL

gRPC

MCP Server

Yes

SDK

Webhooks

Authentication

OAuth: No Scopes: No

README does not specify the Confluence authentication mechanism (e.g., API token/basic/OAuth) or any MCP server authentication/authorization controls.

Pricing

Free tier: No

Requires CC: No

Agent Metadata

Pagination

unknown

Idempotent

False

Retry Guidance

Not documented

Known Gotchas

⚠ README indicates tool-based document operations but does not describe pagination behavior, limits, or how MCP tool results map to Confluence API constraints.
⚠ No stated guidance on retries/backoff/idempotency for operations that create/update pages, so agents may accidentally duplicate work without extra safeguards.
⚠ No stated Confluence auth details or permission model, which can cause frequent authorization failures if misconfigured.

Alternatives

Direct Confluence Cloud REST API integration (with an LLM tool wrapper) Other MCP servers or SDKs for Confluence/Atlassian (if available in your ecosystem) Build a custom MCP server using a generic Spring Boot MCP framework + Confluence REST client

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Scores are editorial opinions as of 2026-04-04.