The reputation layer for AI skills, tools & agents

machhakiran/kavi-research-assistant-mcp

Score: 28.1 Rank #7561

A Model Context Protocol (MCP) server that provides personal research assistance capabilities with ChromaDB vector storage. This server enables AI assistants to save, retrieve, and manage research content efficiently using vector embeddings.

Overview

machhakiran/kavi-research-assistant-mcp is a Python MCP server licensed under MIT. A Model Context Protocol (MCP) server that provides personal research assistance capabilities with ChromaDB vector storage. This server enables AI assistants to save, retrieve, and manage research content efficiently using vector embeddings.

Ranked #7561 out of 25632 indexed tools.

Ecosystem

Python MIT

Signal Breakdown

Stars 1
Freshness 2mo ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License MIT

How to Improve

Freshness high impact

Last commit was 65 days ago — a recent commit would boost your freshness score

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 machhakiran/kavi-research-assistant-mcp
[![AgentRank](https://agentrank-ai.com/api/badge/tool/machhakiran--kavi-research-assistant-mcp)](https://agentrank-ai.com/tool/machhakiran--kavi-research-assistant-mcp)
<a href="https://agentrank-ai.com/tool/machhakiran--kavi-research-assistant-mcp"><img src="https://agentrank-ai.com/api/badge/tool/machhakiran--kavi-research-assistant-mcp" alt="AgentRank"></a>

Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"
Are you the maintainer? Claim this listing