mcp-semantic-search

Item: mcp-semantic-search
Rating: 74
Author: M8ven

Enables semantic search over local markdown specs, RFCs, and docs using Ollama and LanceDB, allowing AI agents to find relevant information by meaning rather than exact keywords.

→ lemuelflores/spec-search-mcp · listed on glama

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// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: GEMINI_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 1 credential: GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configCLAUDE_PROJECT_DIR

configDB_PATH— project>/.mcp-search Where LanceDB index is stored

configEMBEDDING_BACKEND— ollama Vector provider: ollama or gemini

🔐 secretGEMINI_API_KEY— _(Required)_ Required when EMBEDDING_BACKEND=gemini

configGEMINI_BASE_URL

configGEMINI_EMBEDDING_DIMENSIONS— 768 Vector width (128–3072)

configGEMINI_EMBEDDING_MODEL— gemini-embedding-001 Embedding model to use

configMIN_SCORE— 0.44 Default similarity threshold

configOLLAMA_BASE_URL

configOLLAMA_EMBEDDING_MODEL— qwen3-embedding:0.6b Embedding model to use

configSPECS_DIR— project>/specs Absolute path to markdown specs

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/lemuelflores-spec-search-mcp-08kmsk)](https://m8ven.ai/mcp/lemuelflores-spec-search-mcp-08kmsk)

commit: 85e8131fd5fef8547d9108bfb9591cb5af228a9e

code hash: 059acb820cf51ffe356de7ae14a0997f94c381dc5d18dce82affde30eff3f1af

verified: 7/28/2026, 9:10:58 AM

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