Gemini Embedding 2 MCP Server
Rank #21,010glama/AlaeddineMessadi/gemini-embedding-2-mcp-server
A multimodal local memory MCP server that lets AI agents search across text, PDFs, images, audio, and video using Gemini Embedding 2 and a local ChromaDB.
Gemini Embedding 2 MCP Server is a Model Context Protocol (MCP) server published by AlaeddineMessadi. It ranks #21,010 of 115,591 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Gemini Embedding 2 MCP Server is listed across 2 registries — Glama and mcp.so, with 4 release tags tracked from its GitHub repository. It was first listed on Mar 19, 2026 and most recently updated on Apr 9, 2026.
Ranks ahead of 94,581 of 115,591 servers on MCP Toplist.
Use Gemini Embedding 2 MCP Server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FAlaeddineMessadi%2Fgemini-embedding-2-mcp-server)<a href="https://mcptoplist.com/server/glama%2FAlaeddineMessadi%2Fgemini-embedding-2-mcp-server"><img src="https://mcptoplist.com/badge/glama%2FAlaeddineMessadi%2Fgemini-embedding-2-mcp-server.svg" alt="MCP Toplist: Top 25% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
AlaeddineMessadi
Other servers by AlaeddineMessadi
View all AlaeddineMessadi servers →GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.2.1 | Apr 9, 2026 |
| v1.2.0 | Apr 9, 2026 |
| v1.1.1 | Apr 9, 2026 |
| v1.1.0 | Mar 19, 2026 |
Frequently asked questions
- Who maintains Gemini Embedding 2 MCP Server?
- Gemini Embedding 2 MCP Server is maintained by AlaeddineMessadi, which publishes 2 MCP servers (7 total versions) tracked on MCP Toplist.
- Is Gemini Embedding 2 MCP Server listed on the Official MCP Registry?
- Gemini Embedding 2 MCP Server is not on the Official MCP Registry. It is listed on Glama and mcp.so.
- How many versions does Gemini Embedding 2 MCP Server have?
- No registry surfaces explicit version metadata for Gemini Embedding 2 MCP Server; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Apr 9, 2026.
- Where can I find the source code for Gemini Embedding 2 MCP Server?
- The source code for Gemini Embedding 2 MCP Server is hosted at github.com/AlaeddineMessadi/gemini-embedding-2-mcp-server.