pipeshub-ai

Name: pipeshub-ai Review
Item: pipeshub-ai
Rating: 3.8
Author: Aaron Matthews

Skill Communication Solid

Works inClaude Code

Solid Scanned — metadata only

Reduces hallucination and context drift in agent deployments by grounding AI responses in verified company knowledge, while maintaining access controls and a…

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

Ask Claude to search your company's Slack history and Jira tickets to summarize project status.
Generate documentation by having Claude cite relevant GitHub repos and Google Drive files automatically.
Automate incident response by letting Claude grep logs and reference permission-aware knowledge base.

3,843 starsApache-2.0 (commercial OK)FreeQuick setup

Why it matters

Reduces hallucination and context drift in agent deployments by grounding AI responses in verified company knowledge, while maintaining access controls and audit trails across fragmented data sources.

Best for

Engineering teams deploying AI agents needing reliable fact-grounding and compliance-safe knowledge retrieval across Slack, Jira, GitHub, and enterprise platforms.

Works in

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Source

https://github.com/pipeshub-ai/pipeshub-ai

By pipeshub-ai

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install pipeshub-ai/pipeshub-ai

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Search my company's Slack history and Jira tickets to summarize project status

CostFree

Trust Signals Auto-scanned

Stars3,843Contributors76Last updated2026-10-22LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-10-22 · scanner v1

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 3,829 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

4/5

Versatility

5/5

Reliability

3/5

Security

3/5

Overall score3.85 / 5.00 SolidEvaluatedOct 2026

Scored from trust signals (evidence-eval-v1): 3,829 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

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