







Claude Desktop skill for comprehensive, multi-strategy searching of Zotero libraries via MCP server with semantic search - kerim/zotero-mcp-skill
Meilisearch: Unified Search & AI Retrieval Platform
Build lightning-fast search and AI retrieval with Meilisearch. Open-source, developer-friendly search engine trusted by 20,000+ teams worldwide.

Web Search MCP - Exa
Complete setup guide for Exa MCP Server. Connect Claude Desktop, Cursor, VS Code, and 10+ AI assistants to Exa's web search and code search tools.
atproto-aware concept search engine
a mockup of a webpage search engine that only indexes webpages that are referenced in atproto records. Surfaces related links based on social and community context.
MCP server | Metabase Documentation
Connect MCP-compatible AI clients to Metabase to search, explore, and query your data through the semantic layer.

Chroma - open-source search infrastructure for AI
Open-source search infrastructure for AI

dev:client_coding:plugin_development [Zotero Documentation]
Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share research.
ATProto MCP Server
Remote MCP server for the ATProto data layer. Search writing, browse annotations, resolve identities, discover agents.
Spacedrive — A local-first data engine for everything you own
Index any data source. Search everything from one place. Keep it on your machine.

plugins [Zotero Documentation]
Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share research.
Xapian
Xapian is a free and open-source probabilistic information retrieval library, released under the GNU General Public License (GPL).[2] It is a full-text search engine library for programmers.
If you have been using the atproto mcp server I released earlier this year it just got an overhaul. New embedded model, more accurate searches, background reindexing, and a few other goodies.
GitHub - Ashex/atproto-mcp
github.com