SERVER

mcp-rag-agent

Rank #26,216

glama/Apageoflove/mcp-rag-agent

Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge graph reasoning, and multi-agent orchestration via MCP tools.

First listed
Jul 6, 2026
Last publish date
OVERVIEW

mcp-rag-agent is a Model Context Protocol (MCP) server published by Apageoflove. It ranks #26,216 of 132,046 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. mcp-rag-agent is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 6, 2026.

STANDING
#26,216of 132,046 tracked serversTop 25%

Ranks ahead of 105,830 of 132,046 servers on MCP Toplist.

CONNECT

Use mcp-rag-agent

API keyNeeds credentials

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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MCP Toplist: Top 25% of 132,046
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REGISTRIES

Listed on 1 registry

ORGANIZATION

Apageoflove

Organization
Servers in org
1
Versions across org
0
VERSIONS

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.

FAQ

Frequently asked questions

Who maintains mcp-rag-agent?
mcp-rag-agent is maintained by Apageoflove, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is mcp-rag-agent listed on the Official MCP Registry?
mcp-rag-agent is not on the Official MCP Registry. It is listed on Glama.
How many versions does mcp-rag-agent have?
mcp-rag-agent ships as a single rolling release with no explicit version metadata.
Where can I find the source code for mcp-rag-agent?
The source code for mcp-rag-agent is hosted at github.com/Apageoflove/mcp-rag-agent.
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