"Semantic Web" matching MCP servers:

MCP server with full coverage of the Gramps Web API REST endpoint functionality. Super-powers for your genealogy research with the help of AI.

MCP server to fetch xkcd comics (latest, random, by number, search) and display them with rich in-chat previews via the official JSON API and explainxkcd semantic search.

Enables source-labelled Christian Scripture evidence lookup and comparison, including BSB/WEB verse retrieval, passage context, cross-references, keyword search, and topic guides, through a hosted read-only MCP server.

Enables local hybrid semantic and keyword search across Leo Tolstoy's 90-volume collected works, diaries, notebooks, letters, contemporary memoirs, and editorial notes. It also supports reading full documents or windows around matches and provides a prompt for Claude to respond in Tolstoy's voice with source citations.

Local-first toolkit with 16 tools for Chinese web-novel (网文) authors: style baselines, foreshadowing and plot-thread tracking, continuity & OOC audits, keyword and sentence-pattern analysis, and offline semantic search. No API key, no network — everything runs on your machine.

Enables users to create rich country profiles by searching for high-quality images through Unsplash API and gathering country information through web search. Generates beautiful markdown profiles with embedded images and photographer credits.

An MCP server that provides tools for parliamentary research by allowing users to search constituencies, elections, members, government posts, debates, and Hansard records, with additional semantic search capabilities over parliamentary data.

Korean traditional saju (four pillars) fortune analysis MCP server with a premium web GUI dashboard for local data persistence, 100-point scoring, and history management.

Enables local, auditable semantic search over a pinned subset of Mirza Ghalib's Urdu corpus, retrieving existing couplets with provenance and license evidence.

A server that enables AI models to access Kakao Map features (place search, address lookup, route finding) and Daum search services (web, image, blog, cafe) through Model Context Protocol.

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Provides access to performance and festival information across South Korea using the KOPIS (Korea Performance Information System) API. Supports multiple platform integrations including KakaoTalk and web APIs through a modular adapter architecture.

An Effect TypeScript MCP server for safe access to Gramps Web, exposing records, relationships, timelines, media, and verified mutations to MCP clients.

Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.