confluence-rag-mcp
by titulus · data-analytics · mcp-server, glama
Retrieves indexed Confluence pages via semantic search, returning chunks, citations, and page bundles; stores embeddings in local SQLite with sqlite-vec.
Source: https://github.com/titulus/confluence-rag-mcp
Install
git clone https://github.com/titulus/confluence-rag-mcpTags: mcp-server, glama
Source: glama
About data-analytics MCP servers and Claude skills
data-analytics MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
confluence-rag-mcp is one of hundreds of data-analytics entries indexed on Skiln. Browse the full data-analytics category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
Related data-analytics MCPs and skills
- sipap-data-mcp by odirasamuel
Provides read-only access to sports data, odds intelligence, and historical stats via 10 MCP tools, with fast response times through Redis caching.
- Expense Tracker MCP Server by zeeshanali45
An MCP server that enables any MCP-compatible client to add, list, and summarize expenses through natural conversation, using FastMCP and aiosqlite for async database operations.
- NLQueries by nlqueries
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.
- mcp-server-product-studio by connextai
A full-feature MCP server that serves as a product-development copilot, providing RAG search, SQL queries, and inline chart visualizations from seeded product data, with per-user identity and its own OAuth login.
- mysql-mcp-toolkit by Sivaranjani-Jawaharlal
A general-purpose MySQL MCP server that enables safe SQL operations through schema validation, CRUD tools, and soft deletes.
- employees by si30rowj2
A sample employee database exposed as an MCP server, enabling AI agents to search employees and query organizational structure.
- devenv-cache by mehuljn
Provides a local SQLite cache of package documentation and APIs, enabling AI coding assistants to access dependency context offline with sub-10ms latency via MCP.
- MySQL Ops MCP by lemonq3q
A generic MCP server for MySQL operations, enabling listing databases/tables, describing schemas, running read-only SQL, and optionally executing write SQL with logging.
Frequently asked questions
How do I install confluence-rag-mcp?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support confluence-rag-mcp?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is confluence-rag-mcp free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.