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preloop

preloop is an MCP server, listed under cloud & infrastructure. Its repository has 79 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-24.

preloop connects to MCP firewall, serving as an AI agent control plane with model gateway, budget management, human approval processes, runtime observability, and audit trails.

Install

Read from preloop’s own README, close to verbatim -- not written by us, and not guessed.

curl -fsSL https://preloop.ai/install/cli | sh

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

Maintenance

Stars
79
State
listed
Licence
Apache-2.0
From the repository

The open-source AI agent control plane and software factory: govern every tool and model call.

preloop compared with similar servers

preloop compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
preloop (this page)—None listed792026-10-24Apache-2.0
memoracloudflare, memora, openaiCLOUDFLARE_API_TOKEN, MEMORA_EMBEDDING_API_KEY, OPENAI_API_KEY7442026-10-24MIT
mcp-for-argocdargocdARGOCD_API_TOKEN, MCP_AUTH_TOKEN5962026-10-16Apache-2.0
prometheus-mcp-serverprometheusPROMETHEUS_PASSWORD5192026-10-19MIT
agenticmailagenticmail, cloudflare, gmail, openai, relayAGENTICMAIL_API_KEY, AGENTICMAIL_INBOUND_SECRET, AGENTICMAIL_MASTER_KEY, CLOUDFLARE_API_TOKEN, GMAIL_PASSWORD, GMAIL_RELAY_APP_PASSWORD, OPENAI_API_KEY, RELAY_PASSWORD2392026-10-21MIT
opik-mcpopikOPIK_API_KEY2252026-10-22Apache-2.0

Ranked by services in common with preloop, then by stars. Figures are from each repository when we last read it.

Common questions about preloop

What does preloop do?
preloop connects to MCP firewall, serving as an AI agent control plane with model gateway, budget management, human approval processes, runtime observability, and audit trails.
How do I install preloop?
Its own README gives this command: curl -fsSL https://preloop.ai/install/cli | sh. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Is preloop official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 79 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-24.
What licence does preloop use?
The repository declares the Apache-2.0 licence.

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