Knuckles-Team/vector-mcp

Score: 43.9 Rank #703

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Overview

Knuckles-Team/vector-mcp is a Python MCP server licensed under MIT. Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Ranked #703 out of 25632 indexed tools.

In the top 3% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Signal Breakdown

Stars 9

Freshness 3d ago

Issue Health 50%

Contributors 0

Dependents 0

Forks 3

Description Good

License MIT

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

AgentRank score for Knuckles-Team/vector-mcp

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/Knuckles-Team--vector-mcp)](https://agentrank-ai.com/tool/Knuckles-Team--vector-mcp)

HTML

<a href="https://agentrank-ai.com/tool/Knuckles-Team--vector-mcp"><img src="https://agentrank-ai.com/api/badge/tool/Knuckles-Team--vector-mcp" alt="AgentRank"></a>

Details

Stars: 9
Forks: 3
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 3d ago

Matched Queries

"mcp server""mcp-server"

View on GitHub →

Are you the maintainer? Claim this listing