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
claude mcp add virajsharma2000 -- npx -y github:virajsharma2000/v-mcp-aggregator-serverIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of v-mcp-aggregator-server
v-mcp-aggregator-server scores 58/100 on our quality scale, 910th of 948 AI & Machine Learning skills we index.
Its MCP Server is 1.3 KB long, split into 4 sections with 5 code examples: moderately detailed.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 17 months ago. Expect some instructions to reference tool versions or APIs that have since changed.
- Our last check on 2026-09-23 found the source still online.
- It is released under GPL-3.0, a copyleft license: you can use it, but modified versions you distribute must carry the same license.
- Its trust signals score 80/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-10-03. Automated pattern scan on 2026-10-03. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
v-mcp-aggregator-server compared with similar skills
All 4 of these similar skills score higher than v-mcp-aggregator-server; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| v-mcp-aggregator-server (this skill)by virajsharma2000 | 58 | 3 | 17mo ago | MCP Server |
| claude-memby thedotmack | 100 | 114.6k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 110.0k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 91.3k | 1d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 79.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install v-mcp-aggregator-server?
- Run
claude mcp add virajsharma2000 -- npx -y github:virajsharma2000/v-mcp-aggregator-server. The install tabs above show the steps for each supported agent. - Which AI agents does v-mcp-aggregator-server work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is v-mcp-aggregator-server safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is GPL-3.0-licensed and scores 80/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is v-mcp-aggregator-server still maintained?
- The repository was last updated about 17 months ago. Expect some instructions to reference tool versions or APIs that have since changed.
Skill content
View source on GitHub🧸 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
- make a
.envfile 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
- 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 😅)
- 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"
}
}
okie dokie that’s it!! 💻🌈🐣 made by viraj da super coder 🧙♂️💚
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.