mcp-embed-ollama mcp

v1.0.0 · MCP Tool · ai · registry.pascalai.org

Generate text embeddings using locally running Ollama models (nomic-embed-text, mxbai-embed-large, etc.).

ollamaembeddingslocalvectorsnlp

Input Parameters

Parameter	Type	Description
hostoptional	string	Default: `http://localhost:11434`.
modeloptional	string	Default: `nomic-embed-text`.
inputrequired	string \| array	Text or list of texts to embed.
optionsoptional	object

Output Fields

Field	Type	Description
embeddings	array[array]
model	string

Examples

Embed text locally

// Input
{
  "host": "http://localhost:11434",
  "model": "nomic-embed-text",
  "input": "Semantic search with local embeddings."
}

// Output
{
  "embeddings": [
    [
      0.01,
      0.02,
      0.03
    ]
  ],
  "model": "nomic-embed-text"
}

Install & Discovery

Install

ppm install mcp-embed-ollama

Get JSON Schema

GET /v1/packages/mcp-embed-ollama/1.0.0/schema

Discover by keyword

GET /v1/mcp/discover?q=ollama

Discovery hint: Install with ppm install mcp-embed-ollama or invoke remotely via POST /v1/invoke/mcp-embed-ollama on the MCP Service.

PascalAI Usage

uses toolslib;
var Tool := LoadTool('mcp-embed-ollama');
var R := Tool.Call(JsonObj([]));
Writeln(R.ToJSON);