MemPalace/mempalace
MemPalace is an open-source, local-first AI memory system that stores and retrieves conversation history verbatim using semantic search, supporting pluggable backends like ChromaDB and integrating ...
Awesome MCP › Knowledge & Memory
kaliaboi/mcp-zotero
MCP Zotero is a TypeScript Model Context Protocol server that connects an AI assistant to a personal Zotero reference library. Zotero is a reference manager used to collect and organize research papers, and this server exposes that library through the Zotero web API so a model can query it in conversation. Five tools are provided: get_collections lists every collection in the library, get_collection_items returns the items inside a chosen collection, get_item_details returns detailed metadata for a single paper, search_library performs a search across the whole library, and get_recent returns recently added papers. Setup requires two credentials. The user creates an API key on the Zotero settings page, then calls the Zotero keys endpoint with that key to read back the numeric user identifier. Both values are supplied to the server as the ZOTERO_API_KEY and ZOTERO_USER_ID environment variables, and the README includes a curl command against the collections endpoint to confirm the pair works before wiring anything up. The server is distributed on npm as mcp-zotero and can be installed globally and started as the mcp-zotero binary, run directly with npx, or installed through Smithery. Integration with Claude Desktop is a short mcpServers entry that names the command and passes the two environment variables. A troubleshooting section covers checking that the variables are exported, verifying the global npm installation and reinstalling the package. The project is aimed at researchers and students who keep their literature in Zotero and want an assistant to look up citations, summarise papers or answer questions grounded in what is already in their library, without exporting the library elsewhere.
https://github.com/kaliaboi/mcp-zotero
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