Google PageRank for AI agents. 25,000+ tools indexed.

montycat_python MCP Server

MontyGovernance/montycat_python

Score: 62.3 Rank #5678 Search & RAG
[![AgentRank](https://agentrank-ai.com/api/v1/badge/MontyGovernance--montycat_python)](https://agentrank-ai.com/tool/MontyGovernance--montycat_python/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of MontyGovernance/montycat_python? Claim this listing →

AI-native NoSQL + vector database with built-in semantic search for RAG, AI agents & LLM memory — the async Python client. Self-hosted Pinecone alternative.

Add AgentRank to Claude Code Discover and compare tools like MontyGovernance/montycat_python — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

MontyGovernance/montycat_python is a Python tool licensed under MIT. AI-native NoSQL + vector database with built-in semantic search for RAG, AI agents & LLM memory — the async Python client. Self-hosted Pinecone alternative.

Ranked #5678 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 8

8 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 5

5 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 2
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 37 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

Badge all embed codes →

AgentRank score for MontyGovernance/montycat_python
[![AgentRank](https://agentrank-ai.com/api/v1/badge/MontyGovernance--montycat_python)](https://agentrank-ai.com/tool/MontyGovernance--montycat_python/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/MontyGovernance--montycat_python/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/MontyGovernance--montycat_python" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="MontyGovernance/montycat_python"></script>

Matched Queries

topic:mcp

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.