ra-mcp
Active·★ 27·Apache-2.0·Updated 2026-10-21
RA-MCP is a Model Context Protocol (MCP) server and CLI tool designed for searching and browsing millions of AI-transcribed historical documents from the Swedish National Archives. It enables full-text search, interactive document viewing, and provides archival research guides, all accessible via MCP-compatible LLM clients or its dedicated command-line interface.
#Model Context Protocol#Historical Documents#Full-text Search#Archival Research#AI Transcriptions#LLM Integration#CLI Tool#Document Viewer
01
Features
01Full-text search across millions of AI-transcribed historical documents.
02Complete page transcriptions and handwritten text recognition (HTR).
03Interactive document viewing with embedded MCP App UIs.
04Serves as an MCP server, making tools available to any LLM client.
05Includes a powerful CLI for direct document search and browsing.
02
Compatibility
Python
Runtime
Verified via docs
Docker
Containerization
Verified via docs
Model Context Protocol
Protocol
Verified via docs
LLM Clients
Integration
Verified via docs
03
Quick start
1
$ uv pip install "ra-mcp[cli,tui]"
04
Use cases
↳Conducting in-depth archival research on Swedish historical documents.
↳Integrating historical document search capabilities into AI chatbots or LLM agents.
↳Browsing specific historical document pages with highlighted search terms.
↳Enabling AI models to retrieve and cite information from primary historical sources.
05
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