rag-mcp
Rank #120,350glama/NextLevelManagementAdvisors/rag-mcp
Enables ingestion and semantic search over text documents using PostgreSQL + pgvector and OpenAI-compatible embeddings, allowing any LLM agent to retrieve relevant chunks for grounded answers.
rag-mcp is a Model Context Protocol (MCP) server published by NextLevelManagementAdvisors. It ranks #120,350 of 137,492 servers tracked on MCP Toplist. rag-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 15, 2026.
Ranks ahead of 17,142 of 137,492 servers on MCP Toplist.
Use rag-mcp
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FNextLevelManagementAdvisors%2Frag-mcp)<a href="https://mcptoplist.com/server/glama%2FNextLevelManagementAdvisors%2Frag-mcp"><img src="https://mcptoplist.com/badge/glama%2FNextLevelManagementAdvisors%2Frag-mcp.svg" alt="MCP Toplist: #120,350 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
NextLevelManagementAdvisors
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains rag-mcp?
- rag-mcp is maintained by NextLevelManagementAdvisors, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is rag-mcp listed on the Official MCP Registry?
- rag-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does rag-mcp have?
- rag-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for rag-mcp?
- The source code for rag-mcp is hosted at github.com/NextLevelManagementAdvisors/rag-mcp.
Do you run this server?
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