Paper Search MCP alternatives

ZZotero MCPMCP serverSearch, read and annotate your Zotero research library from Claude, ChatGPT and other MCP clients.Costs not checkedOpen sourcePython · recorded license: MITRecord checked · Recent push☆ 5.7kGitHub stars↗

Shared terms in the records: assistant, paper, research, search. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; Zotero MCP — Researchers who keep papers in Zotero and want an assistant to search, summarize and annotate them in place.

CChrome MCP Server (mcp-chrome)MCP serverA Chrome extension that exposes your everyday browser, with its logins, to AI assistants over MCP.Costs not checkedOpen sourceTypeScript · recorded license: MITRecord checked☆ 13kGitHub stars↗

Shared terms in the records: assistant, search, semantic. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; Chrome MCP Server (mcp-chrome) — Letting an assistant work in the browser you already use instead of a clean automation profile.

TTavily MCP ServerMCP serverTavily's MCP server for real-time web search, page extraction, site mapping and crawling.Costs not checkedOpen sourceTypeScript · recorded license: MITRecord checked · Recent push☆ 2.5kGitHub stars↗

Shared terms in the records: one, research, search. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; Tavily MCP Server — Research agents that need search plus full-page extraction from one provider.

MMCP Toolbox for DatabasesMCP serverGoogle's open-source MCP server and framework for connecting agents to enterprise databases.Costs not checkedOpen sourceGo · recorded license: Apache-2.0Record checked · Recent push☆ 17kGitHub stars↗

Shared terms in the records: database, many, one. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; MCP Toolbox for Databases — Teams that want one governed way to expose many database types to agents, from exploration to production tools.

QQdrant MCP ServerMCP serverQdrant's official MCP server: store and retrieve semantic memories in a Qdrant vector database.Costs not checkedOpen sourcePython · recorded license: Apache-2.0Record checked☆ 1.6kGitHub stars↗

Shared terms in the records: assistant, database, semantic. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; Qdrant MCP Server — Giving an assistant long-term semantic memory, or searching a code snippet library, backed by Qdrant.

CClaude Context (Zilliz)MCP serverSemantic code search over your whole codebase for Claude Code and other coding agents.Costs not checkedOpen sourceTypeScript · recorded license: MITRecord checked☆ 13kGitHub stars↗

Shared terms in the records: database, search, semantic. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; Claude Context (Zilliz) — Very large codebases where grep-and-read exploration burns too much context.

AArXiv MCP ServerMCP serverA local MCP server for reading arXiv papers section by section from their original LaTeX, with BibTeX and topic watches.Costs not checkedOpen sourcePython · recorded license: Apache-2.0Record checked · Recent push☆ 3.2kGitHub stars↗

Shared terms in the records: arxiv, paper, research. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; ArXiv MCP Server — Agents that need to read and cite specific arXiv papers accurately rather than skim abstracts.

MMongoDB MCP ServerMCP serverMongoDB's official MCP server for querying databases and managing Atlas clusters from AI agents.Costs not checkedOpen sourceTypeScript · recorded license: Apache-2.0Record checked · Recent push☆ 1.2kGitHub stars↗

Shared terms in the records: assistant, database. These text matches do not establish equivalent capabilities. The recorded use cases differ: Paper Search MCP — Literature searches that span several databases from one assistant; MongoDB MCP Server — Exploring collections, writing queries and managing Atlas from an AI coding assistant.