MCP server and CLI tool for local document search with hybrid semantic+keyword search across PDFs, files, and Confluence
MCP server and CLI tool for local document search with hybrid semantic+keyword search across PDFs, files, and Confluence
A local-first document search and indexing system that provides hybrid semantic + keyword search across local files (including PDFs) and Confluence pages through the Model Context Protocol (MCP). Perfect for AI assistants like Claude Code/Desktop to access your documentation, codebase, and research materials.
The server publishes 2 tools. What each one is for:
source — Source to ingest: files, confluence, or all (default: all)Flag — Environment Variablesource — Source to ingest: files, confluence, or all (default: all)Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| source | Source to ingest: files, confluence, or all (default: all) |
{
"mcpServers": {
"docsearch": {
"command": "npx",
"args": ["docsearch-mcp", "start"]
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| CONFLUENCE_BASE_URL | Endpoint or connection string the server talks to. | Yes |
| CONFLUENCE_API_TOKEN | Credential the server authenticates with. | Yes |
| ONLYOFFICE_URL | Endpoint or connection string the server talks to. | Yes |
| ONLYOFFICE_JWT_SECRET | Credential the server authenticates with. | Yes |
| DOCLING_URL | Endpoint or connection string the server talks to. | Yes |
| WHISPER_API_KEY | Credential the server authenticates with. | Yes |
| WHISPER_BASE_URL | Endpoint or connection string the server talks to. | Yes |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.
Search and read your Drive — Docs, Sheets and files become context your assistant can actually use.
Your assistant inside the workspace — read channels, search history, post messages and tame the noise.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.