Skillget

openbeam

mcp
Security Audit
Pass
Health Pass
  • License — License: AGPL-3.0
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Community trust — 11 GitHub stars
Code Pass
  • Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Pass
  • Permissions — No dangerous permissions requested
Purpose
This tool is an open-source enterprise search platform and MCP server that indexes data from 87 different SaaS, IoT, and industrial sources. It allows users and autonomous AI agents to perform hybrid search queries across connected workplace applications.

Security Assessment
Overall Risk: Medium. The tool inherently requires access to highly sensitive data to function correctly, including corporate emails, messaging platforms, and internal documentation. The automated code scan passed cleanly with no hardcoded secrets or dangerous patterns found, and the project claims to sign releases with cosign and use SLSA L3 provenance. However, one installation method relies on a piped web shell script (`curl | bash`), which is a standard but slightly risky practice. Additionally, the tool executes autonomous agents and makes external network requests to sync data.

Quality Assessment
The project is very new and early in its lifecycle (v0.1.1). It is actively maintained, with repository activity as recent as today. The codebase is properly licensed under AGPL-3.0. However, community trust and adoption are currently minimal, as evidenced by a very low star count (11).

Verdict
Use with caution: the code itself appears safe and transparent, but the extremely early stage of the project and the highly sensitive nature of the data it requires mean you should thoroughly evaluate it before deploying in a production environment.
SUMMARY

Open-source Glean for SaaS and the physical world. 87 connectors, hybrid search, autonomous agents, MCP server. Self-hosted, AGPL.

README.md
OpenBeam

OpenBeam

Open-source enterprise search across SaaS and the physical world.

openbeam.work · docs · latest release · @kuluruvineeth

License Stars Release Docker


Demo

OpenBeam indexes 87 sources — Slack, Notion, GitHub, Gmail, Salesforce, Linear, Jira, Google Drive, Confluence, plus the IoT and industrial systems Glean doesn't touch: MQTT, OPC-UA, BACnet, AWS IoT, Verkada, Samsara. One hybrid Vespa search across all of it. Citations on every answer.

v0.1.1. Built by @kuluruvineeth. PRs welcome.

Install
macOS brew install kuluruvineeth/tap/openbeam
Linux / macOS curl -fsSL https://openbeam.work/install.sh | bash
Windows scoop bucket add openbeam https://github.com/kuluruvineeth/scoop-bucket; scoop install openbeam
Docker docker run --rm ghcr.io/kuluruvineeth/openbeam-cli:latest version

Releases are signed with cosign and carry SLSA L3 build provenance.

Try it

openbeam auth login --api-key op_live_xxx
openbeam search query "Q2 pricing decision"

From TypeScript:

import OpenBeam from "@openbeam/sdk";
const ob = new OpenBeam({ apiKey: process.env.OPENBEAM_API_KEY! });

const { data } = await ob.agents.ask("What did the team decide about Q2 pricing?");
console.log(data.answer, data.citations);

What's in here

Compared

OpenBeam Glean Onyx Confluence + Rovo
License AGPL proprietary MIT proprietary
Self-hosted ✅ ❌ ✅ ✅ ($$$)
IoT + industrial data ✅ ❌ ❌ ❌
Autonomous agents ✅ ⚠️ ⚠️ ⚠️
MCP server ✅ ❌ ⚠️ ❌
Signed CLI ✅ ❌ ⚠️ ❌

Full comparison → · Roadmap →

Contributing

bun install && bun run dev

Pick a connector under packages/services/ to add or fix. PR against dev with conventional commits. Good first issues → · CONTRIBUTING.md →

License

AGPL-3.0. Premium support and an Enterprise Edition (SSO, audit log retention, on-prem keys) are coming. Inspired by Glean, Onyx, Midday, Linear.


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