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

GraphFlow MCP Server

Roarpeng/GraphFlow

Score: 83.8 → 0% Rank #1142 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/Roarpeng--GraphFlow)](https://agentrank-ai.com/tool/Roarpeng--GraphFlow/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of Roarpeng/GraphFlow? Claim this listing →

Local-first code knowledge graph and context harness for coding agents. MCP + DeepSeek Harness (dsh) plugin.

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

Overview

Roarpeng/GraphFlow is a TypeScript tool licensed under Apache-2.0. Local-first code knowledge graph and context harness for coding agents. MCP + DeepSeek Harness (dsh) plugin.

Ranked #1142 out of 24846 indexed tools.

In the top 5% of all indexed tools.

Ecosystem

TypeScript Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 20

20 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → recently updated

Issue Health 25% 100%

1/1 issues closed → responsive maintainer

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 1
Description Good
License Apache-2.0

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

Dependents medium impact

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

Badge all embed codes →

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

Matched Queries

topic:mcp

Get the weekly AgentRank digest

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