agentcheck MCP Server
Drift and regression monitoring for production AI agents and MCP servers.
agentcheck is a Developer Tools MCP (Model Context Protocol) server: Drift and regression monitoring for production AI agents and MCP servers. It is listed as Proprietary and available as a hosted endpoint, so it works with no local install. It exposes 11 tools including agentcheck_get_status, agentcheck_get_pricing, agentcheck_model_retirements, agentcheck_api_sunsets. Listed on MCP Collection since October 2026.
About agentcheck
Drift/regression monitoring for production AI agents and MCP servers. Checks a server answers and whether its tool catalog changed, watches hourly, emails on outage, and reports model retirements and pricing changes. Input: an MCP server URL. Use it to monitor a production agent or server.
agentcheck tools (11)
Read from the live server on Oct 30, 2026. These are the tools your AI assistant can call once connected.
agentcheck_get_status- Current status of a public monitored target: overall state, uptime over 24h/7d/30d, last check time, last nightly scores, open incidents and the badge/status URLs. Use the owner (GitHub login) and target slug from the status page URL https:
agentcheck_get_pricing- Machine-readable pricing for agentcheck: tiers with monthly USD price, target limits, check interval and features, plus per-run add-ons. Same data as /pricing.json. No API key needed.
agentcheck_model_retirements- Is this model retiring? Pass model IDs as your code or config names them (gpt-5-mini, claude-sonnet-4-5-20250929, gemini-2.5-flash, openai/o3-mini). For each, returns every announced shutdown on OpenAI's, Anthropic's and Google's own deprec
agentcheck_api_sunsets- When does the API version this code pins stop working, and what happens then? Pass provider and version pairs as your code pins them (shopify 2025-10, meta v21.0, google-ads v22, hubspot v1, twilio-flex 2.16.2, twilio-notify v1, keap xml-rp
agentcheck_statuspage_preview- Read a public Atlassian Statuspage page once: its name, overall status, components (id, name, status, group) and unresolved incidents, from the page's own /api/v2/summary.json. Pass any address on the page: status.example.com, https://statu
agentcheck_create_target- Enroll something to monitor: an http endpoint (JSON or OpenAI-style chat), a remote MCP server (Streamable HTTP url) or an A2A agent (origin with /.well-known/agent-card.json). Pass `checks` to create checks in the same call (POST /api/v1/p
agentcheck_add_check- Add a check to one of your targets. A check runs an input (http path/prompt, mcp tool call, a2a message) on a schedule and judges the answer with a golden: exact, contains, regex and json_schema cost nothing; rubric and baseline use the LLM
agentcheck_run_now- Run every check of one of your targets immediately (outside the schedule) and return pass/fail per check with latency, judge cost and any incident opened or closed. Use it right after enrolling, or to confirm a fix. Requires an API key.
agentcheck_record- Record one production interaction with your agent (the prompt or messages, the final answer, the tools it called, optionally the model) as a trace on a target. Call it from your agent or from a proxy in front of it after each task; promote
agentcheck_promote_trace- Turn an imported or recorded trace into a replayable check whose golden is the recorded outcome (tool sequence + final-answer rubric). The check runs daily and in the nightly replay (Pro). Returns the check. Requires an API key.
agentcheck_list_incidents- Open and recent incidents across your targets (or one target): when they opened/closed, the failing check and the cause. Requires an API key.
How to connect agentcheck to Claude, Cursor or VS Code
agentcheck runs as a hosted remote MCP server at https://agentwares-agentcheck.vercel.app/api/mcp. Add that URL to your MCP client's config (Claude Code, Cursor, Windsurf or VS Code) and the tools appear immediately, no install required.
{
"mcpServers": {
"agentcheck": {
"url": "https://agentwares-agentcheck.vercel.app/api/mcp"
}
}
}
Claude Code: claude mcp add --transport http agentcheck https://agentwares-agentcheck.vercel.app/api/mcp. Servers that require OAuth or an API key will prompt on first use.
agentcheck FAQ
What is agentcheck?
agentcheck is a Model Context Protocol (MCP) server in the Developer Tools category. Drift and regression monitoring for production AI agents and MCP servers. MCP servers expose tools that AI assistants like Claude can call during a conversation.
How do I use agentcheck with Claude or Cursor?
agentcheck runs as a hosted remote MCP server at https://agentwares-agentcheck.vercel.app/api/mcp. Add that URL to your MCP client's config (Claude Code, Cursor, Windsurf or VS Code) and the tools appear immediately, no install required.
Is agentcheck free to use?
agentcheck is listed as Proprietary software. Check the project homepage for pricing and terms.
What tools does agentcheck provide?
agentcheck exposes 11 MCP tools: agentcheck_get_status, agentcheck_get_pricing, agentcheck_model_retirements, agentcheck_api_sunsets, agentcheck_statuspage_preview, agentcheck_create_target, agentcheck_add_check, agentcheck_run_now, agentcheck_record, agentcheck_promote_trace, agentcheck_list_incidents. This list is read from the live server (last verified Oct 30, 2026).
Is the agentcheck MCP server online?
Yes. MCP Collection checks the endpoint every day; it last answered on Oct 30, 2026.