Solution · MCP agents

Know when MCP tools change before agents break

AI agents depend on live tool catalogs — not OpenAPI files in your repo. DriftGuard snapshots tools/list on a schedule and classifies every schema change.

At agent speed, drift in production is inevitable

Tool catalogs evolve faster than your deploy cadence. Runtime monitoring closes the gap CI diff tools can't.

✕ Without DriftGuard

  • Tool removed silently — agents fail mid-task
  • inputSchema tightens without a deploy
  • Discover breaks from user reports or error logs
  • Manual diff of MCP responses after incidents

✓ With DriftGuard

  • Scheduled tools/list snapshots
  • Breaking vs warning vs info on every diff
  • Slack / PagerDuty on breaking changes only
  • Import servers from mcp.json at onboarding

Quickstart

Three steps from MCP URL to classified drift alerts.

01

Add an MCP watch

Paste your MCP HTTP/SSE endpoint or pick from onboarding templates.

02

Baseline the catalog

First check stores tools, resources, and prompts as the reference snapshot.

03

Alert on breaking

Wire Slack or webhooks — removed tools and required-field additions page you.

01
Ship agents faster without fear of silent tool regressions.
02
Reduce agent incident time with diffs before user impact.
03
Mix MCP and REST watches in one console fleet view.
04
Offline diff via open-source MCP client in Cursor.
MCP tool schema drift was invisible until agents broke in prod. Now we get a classified diff within minutes. — Agent builder, AI tooling startup

Protect your agent tool catalogs

Start on one MCP endpoint with a full Pro trial — scale to fleet coverage on Team.