SERVER

RA-Nested-MCP

Rank #43,142

glama/ayushkhandelwal-bits/ra-nested-mcp

A two-layer nested MCP server that acts as a telecom Revenue Assurance knowledge agent. It uses an orchestrator LLM (Llama 3.3 70B via Groq) to decompose questions, retrieve from a local vector store of RA documents, and synthesize answers, all running on free tiers.

First listed
Aug 14, 2026
Last publish date
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OVERVIEW

RA-Nested-MCP is a Model Context Protocol (MCP) server published by ayushkhandelwal-bits. It ranks #43,142 of 137,138 servers tracked on MCP Toplist. RA-Nested-MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 14, 2026.

STANDING
#43,142of 137,138 tracked serversTop 50%

Ranks ahead of 93,996 of 137,138 servers on MCP Toplist.

CONNECT

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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 50% of 137,138
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REGISTRIES

Listed on 1 registry

ORGANIZATION

ayushkhandelwal-bits

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