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  3. GraphFlow
MCP server · Agents

GraphFlow

by · github.com/Roarpeng/GraphFlow

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

Unclaimed context-enginecordiscordis-plugindeepseek-harnessdeepseek-harness-plugindshdsh-plugindsh-pluginsmcpmulti-agent
InstallView source
39Low

Scored 20 days ago · breakdown

About GraphFlow

GraphFlow is an MCP server published by Roarpeng in the Agents category: local-first code knowledge graph and context harness for coding agents. MCP + DeepSeek Harness (dsh) plugin.

The repository has 14 stars and 0 forks, with the last commit 5 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Roarpeng/GraphFlow

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v2.3.0GraphFlow v2.3.0 — Hybrid Retrieval, 13-Language Indexing, Evidence-Ranked Skills · 12 Oct 2026Repository highlights (v2.3.0) Community/paper-informed upgrade wave across all four subsystems: Retrieval** — BM25 hybrid ranking (field-weighted BM25F + corpus IDF, lexical×vector RRF fusion), Personalized PageRank expansion,…
v2.2.0GraphFlow v2.2.0 — Cost Economics · 2 Oct 2026GraphFlow VS Code/Cursor extension **v2.2.0**. Highlights Workbench navigation: `graphflow_plan` seeds function-topic containers; collapsed outline; click topicId to resume; drift forks a side branch `graphflow_context` `topicId` /…
v2.1.0GraphFlow VS Code Extension v2.1.0 · 2 Oct 2026GraphFlow VS Code/Cursor extension **v2.1.0**. Highlights Workbench navigation: `graphflow_plan` seeds function-topic containers; collapsed outline; click topicId to resume; drift forks a side branch `graphflow_context` `topicId` /…
v2.0.1GraphFlow VS Code Extension v2.0.1 · 30 Sep 2026GraphFlow VS Code/Cursor extension **v2.0.1**. Highlights Workbench navigation: `graphflow_plan` seeds function-topic containers; collapsed outline; click topicId to resume; drift forks a side branch `graphflow_context` `topicId` /…
v2.0.0GraphFlow VS Code Extension v2.0.0 · 30 Sep 2026GraphFlow VS Code/Cursor extension **v2.0.0**. Highlights Workbench navigation: `graphflow_plan` seeds function-topic containers; collapsed outline; click topicId to resume; drift forks a side branch `graphflow_context` `topicId` /…
Questions

About GraphFlow

How do I install GraphFlow?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is GraphFlow safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is GraphFlow still maintained?

Yes — the latest release is v2.3.0 (12 Oct 2026), and the last commit was 5 days ago. The repository has 14 stars.