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V MCP Aggregator Server

this is a simple mcp server which does tool discovery in multiple mcp servers and puts in vector database so that llms are quickly be able to search available mcp tools as an aggregate capability and call them in dependent way, so it will increase the performance of the mcp system

Install / Use

/learn @virajsharma2000/V MCP Aggregator Server
About this skill

Quality Score

0/100

Supported Platforms

Claude Code
Cursor

README

🧸 mcp aggregatr

hiii!! this is a silly lil server that grabs tools from other mcp servers like gotta-catch-em-all 🔧🐸 it keeps all the tool stuff in pinecone (it's like a brain made of 🧊🌲) then u can ask it stuff, and it finds the best tool to help u and runs it!! zoom 💨


🧃 how to play with it

  1. make a .env file like this:
MCP_SERVERS=http://localhost:8081,http://localhost:8082
PINECONE_API_KEY=your-pinecone-key
PINECONE_ENVIRONMENT=ur-env-name
PINECONE_INDEX_NAME=mcp-tools
  1. install all the yummy thingies with uv 🧪✨
uv venv .venv
source .venv/bin/activate
uv pip install -r pyproject.toml

(if uv not found, run: pip install uv first 😅)


  1. run run run!!
uvicorn aggregator_server:app --port 8090

📞 ask it qestions

curl "http://localhost:8090/tools/mcp_aggregator?search=do u kno the weather in delhi?"

it will open the pinecone brain 🧠🌲 and find the best tool to help u 🤓


🤖 robot can ask too!!

robot (llm) can call it like this:

{
  "tool": "mcp_aggregator",
  "args": {
    "search": "say a funny joke lol"
  }
}

Diagram of MCP Aggregator

okie dokie that’s it!! 💻🌈🐣 made by viraj da super coder 🧙‍♂️💚

View on GitHub
GitHub Stars3
CategoryDevelopment
Updated3mo ago
Forks0

Languages

Python

Security Score

87/100

Audited on Dec 12, 2025

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