Self-hosted MCP gateway — one governed door from your AI to your company’s tools.
Ground it in your company’s context, let it act on your behalf, keep the reins — PII pseudonymized before the model sees it, every action policy-checked and audited. One endpoint for Claude, Codex, ChatGPT, Gemini.
The harness around your AI
The model is the easy part. A raw model is confident and clueless about your company. mcpgate is the harness that makes it work — it feeds the AI your context, holds the reins on what it may do, lets it act on your behalf (safely), and keeps the receipts. One harness, shared across everyone’s AI.
Context in: chains across your tool stack in one prompt
The AI knows which Jira ticket links to which MR links to which Slack thread. One prompt, no tab switching, no copy-paste.
# "What's blocking the Q2 release?"
jira: PBE-2674 → blocked by PBE-2701
gitlab: MR !891 awaiting review
slack: thread in #release, 14:32
# Answer assembled. No copy-paste.Safe action: Markdown to ADF, project templates, link-back — automatic
Pre-hooks apply Jira project templates, convert Markdown to Atlassian Document Format, link the ticket back to the Slack thread. The AI writes prose; the gateway handles the schema.
Reins & receipts: audit, sanitization, exfiltration alerts
PII pseudonymized before the model sees it, rehydrated for the real tool call. Every action — with its byte volume — lands in the audit log; a 50 MB spike at 3 am is visible, not invisible.
- Role-based access — admin / internal / external / viewer, per-user audit
- Whole-document release — sensitive terms stripped in the browser before the AI sees contracts or HR files
- Destructive actions gated — admin approval the AI can’t self‑grant
Ever gotten a confident answer that was just wrong?
An answer sounds just as sure whether it's grounded in your reality or guessing. Without context, the AI parks at high confidence, low quality — that gap is overconfidence.
A shared, curated company map moves every answer right; personal context moves it further — quality climbs toward confidence. The gap shrinks; it doesn't vanish, and we don't pretend it does.
Automations run through the same door
Not just Windmill: whatever runs your automation connects as a service-account user and acts on your behalf through the same door — no credentials handed to the automation platform.
Works with Claude, ChatGPT, Codex, Gemini — any MCP client. One admin connects it once; the whole team gets it, with per-client consent.
Room for the right context
Fewer tokens per connected tool. Plus per-action audit, PII scrubbing and policy hooks raw MCP doesn’t give you. Drag to model your own stack:
Speaking of the right context — only a lean set of tools stays resident. The rest — thousands of actions across every connected service — stay out of your window, discovered on demand via search when the AI needs them. That’s why each added service costs ~550 tokens here, not 11k.
Read first
All posts →What flows through, what gets blocked, what gets logged
Audit, PII sanitization, throughput as a DLP lens, policy hooks — four layers stacked on the same audit trail. How they fit together, and the data-exfiltration signal you do not want to be missing.
Read →Dynamic action discovery isn’t novel. Doing it safely is.
Anthropic shipped Tool Search in November 2025. mcpproxy-go has BM25. Stacklok benchmarks 94% retrieval. What the gateway market converged on, and what mcpgate chose differently.
Read →mcpgate vs Obot: which self-hosted MCP gateway?
Side-by-side: where Obot is the better choice (maturity, MIT license, Kubernetes day one), where mcpgate is (PII pseudonymization, two-layer policy hooks).
Read →Boringly simple to run
One command — a browser wizard does the rest: login, pick your services, connect your AI. That’s the whole setup — the harness is the part we already built. No .env file needed.
# one command — reviewable, runs on your infra
$ curl -fsSL https://mcpgate.de/install.sh | bash
# then open localhost:8642 — the wizard does the restTry mcpgate now
Explore the full gateway with demo data. No signup, no install, no credit card.