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

ragbridge MCP Server

ragbridge-ai/ragbridge

Score: 49.7 Rank #19034 Search & RAG
[![AgentRank](https://agentrank-ai.com/api/v1/badge/ragbridge-ai--ragbridge)](https://agentrank-ai.com/tool/ragbridge-ai--ragbridge/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of ragbridge-ai/ragbridge? Claim this listing →

Self-hosted RAG service with an HTTP API. Add retrieval-augmented search and chat to any existing application.

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

Overview

ragbridge-ai/ragbridge is a Python tool licensed under MIT. Self-hosted RAG service with an HTTP API. Add retrieval-augmented search and chat to any existing application.

Ranked #19034 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 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% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

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

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 48 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Badge all embed codes →

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

Matched Queries

topic:mcp

Get the weekly AgentRank digest

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