embspec-mcp

MukundaKatta/embspec-mcp

★ 0 stars JavaScript 🤖 AI/LLM Updated today

MCP server: embedding pipeline ops + drift detection for production RAG. Assert query encoder matches index manifest; compute retriever stability between two index versions. Wraps embspec.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "embspec-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "MukundaKatta/embspec-mcp"
      ]
    }
  }
}

README Excerpt

MCP server: embedding pipeline ops + drift detection for production RAG. Wraps the Python library [`embspec`](https://github.com/MukundaKatta/embspec) by re-implementing its query-shaped surface natively in TypeScript so the MCP server has zero runtime deps beyond the MCP SDK. ```bash npm install -g @mukundakatta/embspec-mcp

Tools (1)

assert_compatible

Topics

ai-toolsclaudeclinecursordriftembeddingsembspecmcp-servermodel-context-protocolragretrievalwindsurfzed

embspec-mcp

Quick Install

README Excerpt

Tools (1)

Topics

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