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Ultra MCP

search-vectors

Find files or code snippets with natural language queries using AI-powered semantic search. Specify project path, embedding provider, and similarity thresholds for precise results.

Instructions

Search for files and code snippets using natural language queries

Input Schema

NameRequiredDescriptionDefault
filesOnlyNoReturn only file paths without chunks
limitNoMaximum number of results
pathNoProject path to search (defaults to current directory)/app
providerNoEmbedding provider to use (defaults to configured provider)
queryYesNatural language search query
similarityThresholdNoMinimum similarity score (0-1)

Input Schema (JSON Schema)

{ "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "filesOnly": { "default": false, "description": "Return only file paths without chunks", "type": "boolean" }, "limit": { "default": 10, "description": "Maximum number of results", "maximum": 50, "minimum": 1, "type": "number" }, "path": { "default": "/app", "description": "Project path to search (defaults to current directory)", "type": "string" }, "provider": { "description": "Embedding provider to use (defaults to configured provider)", "enum": [ "openai", "azure", "gemini" ], "type": "string" }, "query": { "description": "Natural language search query", "type": "string" }, "similarityThreshold": { "default": 0.7, "description": "Minimum similarity score (0-1)", "maximum": 1, "minimum": 0, "type": "number" } }, "required": [ "query" ], "type": "object" }

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/RealMikeChong/ultra-mcp'

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