Confluence to Markdown MCP Server

by gkoos

Not rated
GitHub

About

Server for hybrid search over locally saved and indexed Confluence content in AI clients.

Details

Author
gkoos
Categories
Productivity, Other, Knowledge Base

Setup

Install Confluence to Markdown MCP Server in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/gkoos/confluence2md-mcp

Follow the installation instructions in the repository README, then restart your MCP client.

Server for hybrid search over locally saved and indexed Confluence content in AI clients.

confluence2md-mcp- MCP Server forconfluence2mdIndexes

MCP server that exposesconfluence2md-indexersearch to any MCP-compatible AI client. Runs as a local stdio server, queries a SQLite index built fromconfluence2mdexports, and returns ranked results with score metadata.

confluence2md-mcpis the third step in a three-tool local Confluence knowledge pipeline. It wraps a SQLite index built byconfluence2md-indexer(which indexes output fromconfluence2md) and serves it to AI clients via MCP. Seedocs/platform.mdfor the full architecture.

- A SQLite index built byconfluence2md-indexer
- Source content must use
confluence2mdmetadata format — other formats are not supported

The embedding provider used at query time must match the one used during indexing. If you indexed with OpenAI embeddings, query with OpenAI; if you indexed with hash fallback, query with hash fallback. Mismatched providers will not cause errors but will produce poor vector search results.

Download the binary for your platform fromReleasesand place it somewhere on yourPATH.

Create or edit.vscode/mcp.jsonin your workspace:

{ "servers": { "confluence2md": { "type": "stdio", "command": "confluence2md-mcp", "args": [], "env": { "CONFLUENCE_INDEX_DB": "/path/to/confluence2md-index.db" } } } }

MCP: Add Serverin the Command Palette also works.

claude mcp add confluence2md \ confluence2md-mcp \ -e CONFLUENCE_INDEX_DB=/path/to/confluence2md-index.db

WSL note:Use the Linux binary, not the Windows.exe— the.exedoes not inherit WSL environment variables. The DB path must be a native Linux path (e.g./home/user/confluence2md-index.db), not/mnt/c/, to avoid SQLite locking issues on NTFS mounts.

{ "mcpServers": { "confluence2md": { "command": "confluence2md-mcp", "args": [], "env": { "CONFLUENCE_INDEX_DB": "/path/to/confluence2md-index.db" } } } }

Search indexed Confluence content from a local SQLite DB.

# Linux / macOS / WSL go build -o bin/confluence2md-mcp . # Windows go build -o bin/confluence2md-mcp.exe . # Cross-compile Linux binary from Windows GOOS=linux GOARCH=amd64 go build -o bin/confluence2md-mcp-linux-amd64 .

If module downloads fail with403, setGOPROXY=direct.

- No results:verifyCONFLUENCE_INDEX_DBpoints to a built index containing thechunks_ftsandembeddingstables.
- WSL + Windows binary:use the Linux binary with a native Linux DB path — see the WSL note above.
- Tools not appearing in chat:restart your MCP client after registration.

Interact with Atlassian Confluence Cloud spaces, pages, and content in real-time.

An open-source Model Context Protocol (MCP) server for Atlassian Confluence that lets AI assistants like Claude and Windsurf read, create, search, and manage Confluence wiki pages. Works with Confluence Cloud, on-premise Server, and Data Center deployments — connect your AI coding agent to your team's knowledge base in seconds via npx.

Provides secure access to Atlassian Confluence content and spaces using its REST API.

Interact with the Confluence API to manage spaces, pages, and content. Supports searching, creating, and updating pages.

Manage Confluence Cloud spaces, pages, and content through a standardized interface for AI assistants.

An MCP server that enables AI assistants to interact with Confluence content through a standardized interface.

Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, Dropbox, or Google Drive — any AI agent searches them via MCP.

Official Notion MCP server for searching, reading, creating, and updating Notion pages, databases, and workspace content from AI agents.

MCP server for Apple Notes with semantic search and CRUD operations. Claude searches, reads, creates, updates, and manages your Apple Notes through natural language.

MCP server for Atlassian Cloud (Confluence & Jira) with seamless OAuth 2.0 authentication.

No reviews yet — be the first

Sign in to leave a review

Use Google, GitHub, or an email account so ratings stay tied to real people.

Email sign in

No reviews posted yet.