What tools does the embedding-search MCP server provide?

embedding-search exposes 3 tools: compute_similarity, generate_embeddings, semantic_search. This list was returned by the running server when we connected to it.

Does embedding-search require an API key?

No. embedding-search answered a tools/list request without credentials.

How do I install embedding-search?

Run: claude mcp add --transport http embedding-search https://api.lazy-mac.com/embedding-search/mcp. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 27h ago

embedding-search

Cloudflare Workers MCP server: embedding-search

Memory & knowledge Web search & scraping Cloud & infrastructure

Install

Remote (HTTP)

claude mcp add --transport http embedding-search https://api.lazy-mac.com/embedding-search/mcp

Tools 3

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 27h ago

Tools & capabilities

3 tools

Read from the running server on 27h ago.

compute_similarity modeltext_a*text_b*

Compute cosine similarity between two texts. Returns score in [-1,1]. Useful for dedup and relatedness.

generate_embeddings text*model

Generate vector embeddings for one or more texts using Cloudflare Workers AI (bge-base-en-v1.5, 768-dim).

semantic_search modelquery*top_kdocuments*

Rank a list of documents against a query using cosine similarity of bge embeddings. Returns top-k matches with scores.

Context cost

Light

Connecting this server adds 3 tool definitions to every request — roughly 270 tokens before you ask anything.

Adds little to your context. Safe to keep connected.

Estimated at ~90 tokens per tool. Actual size varies with schema complexity — treat this as an order of magnitude, not a measurement.

shares semantic_search · 8 tools

redm-mcp verified live · 27h ago

shares semantic_search · 10 tools

metagraphed verified live · 27h ago

shares semantic_search · 243 tools

bible-mcp verified live · 27h ago

shares semantic_search · 13 tools

blobpedia verified live · 26h ago

shares semantic_search · 44 tools

sniff-mcp verified live · 26h ago

shares semantic_search · 18 tools

Ranked by shared tools where both expose an inventory, otherwise by shared wording.

Source & links

Repository: lazymac2x/embedding-search-api
Registry: io.github.lazymac2x/embedding-search
Endpoint: https://api.lazy-mac.com/embedding-search/mcp
Sources: registry