Alternatives to vectorsearch
Store and retrieve text in a Qdrant vector database by similarity search.
vectorsearch is tagged Database, Search, Cloud. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.
SQL Server MCP (macOS)
by io.github.TharanaBope
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
npx -y @tharanabopearachchi/sql-server-mcp-macos@1.0.4CloudBase
by TencentCloudBase
CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp
npx -y @cloudbase/cloudbase-mcp@2.36.2ArcadeDB MCP Server
by ArcadeData
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
docker run -i --rm docker.io/arcadedata/arcadedb:26.4.1-SNAPSHOT1-800Deals Directory
by io.github.cloudalien2025
Search a national directory of 1-800 / toll-free / vanity-number businesses and services.
https://1800deals-connector.michael-b38.workers.dev/mcp11agents Cloud MCP
by io.github.11Agents
Cloud MCP for project data, analytics, research, content planning, media generation, and growth.
https://app.11agents.ai/mcpAdCopilot
by cloud.adcopilot
Google Ads, GA4, Search Console and Tag Manager for AI assistants. Every change is proposed first.
https://mcp.adcopilot.cloud/mcpAderlo Cloud
by cloud.aderlo
Manage Aderlo Cloud hosting: files, DNS, MySQL/PostgreSQL databases and WP-CLI over OAuth scopes.
https://aderlo.cloud/api/mcpAgent Search Pro
by io.github.AgentMindCloud
Live web search and research synthesis for agents, with free samples and x402 USDC payments.
https://aggregator-beta.vercel.app/mcpAgent Swarm
by io.github.desplega-ai
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
npx -y @desplega.ai/agent-swarm@2.7.7agentbuilders
by io.github.Deepfreezechill
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.
npx -y agentbuilders@0.6.1AgentBuilders
by io.github.sirarchiemccarthy-oss
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
https://api.agentbuilders.app/mcpagenthost
by eu.agenthost
Agent-first web hosting: deploy sites, apps, databases and domains over MCP.
https://agenthost.eu/mcp