Similarity Search MCP Server
Rank #18,808io.github.nexus-mcp-infra/similarity-search-api-sdk
Stateless NMI + cosine fusion with entropy-driven alpha calibration
Similarity Search MCP Server is a Model Context Protocol (MCP) server published by nexus-mcp-infra. It ranks #18,808 of 132,113 servers tracked on MCP Toplist. Similarity Search MCP Server is listed across 3 registries — Official MCP, Glama and mcp.so, with 1 tracked version. It was first listed on Jul 12, 2026 and most recently updated on Jul 17, 2026.
Ranks ahead of 113,305 of 132,113 servers on MCP Toplist.
Use Similarity Search MCP Server
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http similarity-search-api-sdk https://similarity-search-api-production.up.railway.app/mcp[mcp_servers.similarity-search-api-sdk]
url = "https://similarity-search-api-production.up.railway.app/mcp"Add to ~/.codex/config.toml.
https://similarity-search-api-production.up.railway.app/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"similarity-search-api-sdk": {
"url": "https://similarity-search-api-production.up.railway.app/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"similarity-search-api-sdk": {
"type": "http",
"url": "https://similarity-search-api-production.up.railway.app/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"similarity-search-api-sdk": {
"serverUrl": "https://similarity-search-api-production.up.railway.app/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"similarity-search-api-sdk": {
"url": "https://similarity-search-api-production.up.railway.app/mcp"
}
}
}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/io.github.nexus-mcp-infra%2Fsimilarity-search-api-sdk)<a href="https://mcptoplist.com/server/io.github.nexus-mcp-infra%2Fsimilarity-search-api-sdk"><img src="https://mcptoplist.com/badge/io.github.nexus-mcp-infra%2Fsimilarity-search-api-sdk.svg" alt="MCP Toplist: Top 25% of 132,113" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
nexus-mcp-infra
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Available versions (1)
| Version | Published |
|---|---|
| 1.0.0 | Jul 17, 2026 |
Frequently asked questions
- Who maintains Similarity Search MCP Server?
- Similarity Search MCP Server is maintained by nexus-mcp-infra, which publishes 12 MCP servers (9 total versions) tracked on MCP Toplist.
- Is Similarity Search MCP Server listed on the Official MCP Registry?
- Yes — Similarity Search MCP Server is listed on the Official MCP Registry, alongside Glama and mcp.so.
- How many versions does Similarity Search MCP Server have?
- MCP Toplist tracks 1 version of Similarity Search MCP Server, most recently published on Jul 17, 2026.
- Where can I find the source code for Similarity Search MCP Server?
- The source code for Similarity Search MCP Server is hosted at github.com/nexus-mcp-infra/similarity-search-api-sdk.
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