tokens&
For enterprises
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Startup credits and perks
  • Agent Skills
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

Β© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Hackathon
  2. Project gallery
  3. πŸ‘οΈ Sauron πŸ‘οΈ
Christopher Powroznikabout 2 hours agoContributorJudging locked: Event build

πŸ‘οΈ Sauron πŸ‘οΈ

Sauron is an autonomous guard inside the MCP gateway your AI agents already use: it re-checks every tool server on every call and blocks the ones that turn malicious after approval, like the real Deadbugz attack, for any team that lets AI agents use third-party tools.

Review the project

Start with the source code, then open the demo or video if available.

View GitHub repository
Watch demo videoProject gallery
Demo video
Watch demo video
Project description
The threat is real: in August 2026, Pillar Security caught Deadbugz, an MCP tool server that passed review, then changed its tool descriptions after its third call and told agents to steal API keys. Install-time scanners check a server once, so they missed it. Sauron runs inside the MCP gateway and acts on its own, on live data, on every call. We demo it with a real Claude Code agent and our own harmless canary server that reenacts Deadbugz. 1. ClickHouse (The Archives) holds each server's approved tool fingerprints. Each call is checked against that baseline in about 200 ms over 100k+ snapshot rows, and one SQL query hunts the same drift across every server. 2. On first sight or any change, a full review runs. Semgrep (The Fire Test) scans the exact tool definitions just served with our own MCP rules for hidden orders aimed at the AI. 3. Akash (Gandalf): Llama 3.3 70B on AkashML turns the findings into a plain-English verdict. Code decides; the model explains. 4. Senso (The Palantir) stores the verdict with its evidence, so any agent can check a server before it connects. 5. Guild (The Black Gate): a Guild-hosted agent writes the sign-off ticket. Quarantine is automatic and reversible; only a permanent block waits for a human. The agent gets a block with a decision link and never sees the poisoned tool. A live dashboard shows each service's real input and output, linked to that run's trace.
Project links
  • GitHub repository
  • Demo video
Tools used
  • Guild.ai logoGuild.ai
  • SSemgrep
  • AAkash
  • ClickHouse logoClickHouse
  • SSenso.ai
Tools used
  • Guild.ai logoGuild.ai
  • SSemgrep
  • AAkash
  • ClickHouse logoClickHouse
  • SSenso.ai