It lets connected coding agents use a locally running service for embedding-related tasks without needing to describe or manage the service themselves.

sse-embedding — MCP server by Rikka-Botan/Fast-Embedding-MCP-SSE

sse-embedding

sse-embedding is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from Rikka-Botan/Fast-Embedding-MCP-SSE. Its token cost is not measured, scanned A, original, Apache-2.0.

A local MCP server that provides text-embedding services. Embeddings are numerical representations of text used to compare meaning.

In plain words

What is it for?: It is for running the sse-embedding Python package as an MCP service in the configured Rikka-Botan or Fast-Embedding-MCP-SSE setup.
Why use it?: It lets connected coding agents use a locally running service for embedding-related tasks without needing to describe or manage the service themselves.

Written for no agent in particular: it speaks MCP, so any client can run it.

Good fit It is for running the sse-embedding Python package as an MCP service in the configured Rikka-Botan or Fast-Embedding-MCP-SSE setup.

Compare 6 mcp servers from other repositories ↓

Install with agentmods

npx agentmods add mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/Rikka-Botan/Fast-Embedding-MCP-SSE

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding/github.svg)](https://agentmods.dev/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding)

Your own site

<a href="https://agentmods.dev/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding"><img src="https://agentmods.dev/badge/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding"><img src="https://agentmods.dev/badge/mcp/rikka-botan/fast-embedding-mcp-sse/sse-embedding.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

sse-embedding scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

listed in the official MCP registry · 8 lines

What it actually says

{ "sse-embedding": { "command": "uvx", "args": [ "sse-embedding" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 8 lines scan A c31bacd8820b

Subscribe to this mod's changes

sse-embedding is an MCP server published in the GitHub repository Rikka-Botan/Fast-Embedding-MCP-SSE (0 stars, last pushed 4mo ago), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AI api-server embeddings mcp-server sentence-embeddings sentence-similarity

sse-embedding next to 6 mcp servers from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
sse-embeddingRikka-Botan/Fast-Embedding-MCP-SSE	MCP server	0	4mo ago	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
memoryhubtaraksh01/memoryhub	MCP server	2	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
inkdexantonlunden/inkdex	MCP server	0	3mo ago	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
6-mcp-rag-with-langchainCyprianFusi/MCP-rag-with-Chromadb	MCP server	1	11mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
haiku-ragggozad/haiku.rag	MCP server	652	today	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
mcp-local-ragshinpr/mcp-local-rag	MCP server	428	2d ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
prism-mcpdcostenco/prism-coder	MCP server	156	yesterday	Apache-2.0	A	—	Claude Code