Agents · Tools and Integrations
Connect any system through MCP. Your agents call only the tools you allow, with credentials the model never sees and a person's approval where you want one.
Built in
Search your documents, query your tables, check the source page and ask other agents. All of it runs on Retrieval-Ready Data, scored by Confidence Scoring.
"detention after three free hours"SELECT invoice, billed, governing_rate ...tariff p.12insurance-check: Carrier FUse it here, not there
Every tool carries a description, what to use it for and what to avoid it for. That guidance goes into the agent's instructions, and the agent's choices are scored.
tariff_lookup: governing rates by lane, item and date. Use for: accessorial rates, detention, fuel surcharges. Avoid for: invoice totals.
ILLUSTRATION · SAMPLE TOOL
Connect your systems
Pick a server from the catalog or point to your own MCP server. Meibel detects how it signs in, reads its tools, and shares it across the projects you choose.
Signs in the way your server does: no sign-in, bearer token, username and password, custom headers or OAuth 2.0.
Set up once for your organization. Owners and admins manage it; everyone else attaches it to their agents.
ILLUSTRATION · SAMPLE INTEGRATION
Add a built-in tool or your own MCP server, inside the boundaries you set.
Credentials the model never sees
Credentials are stored encrypted. They can be replaced, never read back. The platform attaches them to each request, so neither the agent nor its model ever sees them.
No key, no token, no header. Nothing to leak into an answer or a log.
If a sign-in lapses, the integration says it needs attention. Reconnect, and no agent changes.
Calls route through Meibel, so Hardrails checks every one before it reaches your server.
Expose only what you choose
A configuration sets which tools exist for a project. Hardrails narrows them per agent and session: turn one off, pin a parameter or limit its values.
Everything it can do.
What this project may use.
What this agent may call, project key pinned to OPS.
What this customer's session may call.
ILLUSTRATION · SAMPLE INTEGRATION
A person, before it acts
Mark any tool as needing approval and the agent pauses before it runs, with a message you write. Everything that only reads keeps moving.
approval_message: "Send the dispute for {{invoice}}
to {{carrier}}? {{owed}} owed, not {{billed}}."Every call on the record
Every session shows each tool call, its arguments and what came back, cited beside the documents and scored for how well it was used.
lane=ATL-CHI item=5201 row"detention free hours"p.12 · 0.97id=SH-55102arrived 08:10, left 13:40carrier=Carrier Fvalidto=Carrier Fapproved by a personBuilt on Meibel
We use Meibel to integrate generative AI into our SaaS product Specbooks+. We replaced thousands of lines of code and multiple other tools with better, measurable results.
Meibel is a foundational technology for our Generative AI practice. Our customers demand accountability and transparency from AI solutions, along with seamless integration into their existing operations and workflows. Meibel's platform delivers on all fronts.
Any system with an MCP server, from the catalog or your own server URL. Every agent also has built-in search, structured query, the source page and other agents.
No. Credentials are stored encrypted and attached by the platform to each request. They can be replaced, never read back.
Yes. A configuration chooses which tools a project may use. Hardrails narrows them further for each agent and session, down to pinned parameters.
Yes. Mark it as needing approval and the agent pauses before it runs, with a message you write.
An owner or admin refreshes the integration. New sessions pick up the change; running sessions keep the tool list they started with.
Yes. Every agent is an MCP tool, so it works in Claude, Copilot, your own apps or another Meibel agent.
Start with one workload. Scale efficiently.
Start free and build an agent on one real document. Then run one real process at your real volume and measure it against what your team already knows is right.