gemini-embedding-2-mcp-server
Rank #48,327glama/elkalowkey885/gemini-embedding-2-mcp-server
A local MCP server that indexes files in a directory using Gemini Embedding 2, enabling AI agents to perform semantic search over local documents.
gemini-embedding-2-mcp-server is a Model Context Protocol (MCP) server published by elkalowkey885. It ranks #48,327 of 137,492 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. gemini-embedding-2-mcp-server is listed across 2 registries — PulseMCP and Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 4, 2026.
Ranks ahead of 89,165 of 137,492 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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Felkalowkey885%2Fgemini-embedding-2-mcp-server)<a href="https://mcptoplist.com/server/glama%2Felkalowkey885%2Fgemini-embedding-2-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Felkalowkey885%2Fgemini-embedding-2-mcp-server.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry (1 delisted)
elkalowkey885
Not versioned
This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains gemini-embedding-2-mcp-server?
- gemini-embedding-2-mcp-server is maintained by elkalowkey885, which publishes 1 MCP server (0 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 PulseMCP and Glama.
- How many versions does gemini-embedding-2-mcp-server have?
- gemini-embedding-2-mcp-server ships as a single rolling release with no explicit version metadata.
- 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/elkalowkey885/gemini-embedding-2-mcp-server.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.