mcp-registry/ai.deployit/product-expert · v1.0.0
As of 2026-10-25 13:24 UTC, the Deployit Product Expert MCP server is degraded with a Glimind reliability score of 57/100 (grade D). Over the last 30 days it answered 88.9% of Glimind's liveness checks. It had 173 outages in 90 days, with a median recovery of 10 minutes.
AI product expert answering from live source code, with sources and a verification status.
Claude Code
claude mcp add --transport http deployit-product-expert-mcp-server https://mcp.deployit.ai/demo
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"deployit-product-expert-mcp-server": {
"type": "http",
"url": "https://mcp.deployit.ai/demo"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
Reachable 88.9% of the time over the last 30 days; median recovery 10 min.
Agents fail over to an alternative the first time a call fails. Add health checks and restart-on-failure, and avoid cold starts on serverless hosts.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fai.deployit%2Fproduct-expert/fixes
{
"name": "get_recent_changes",
"description": "Instant list of recent changes to \"deployit\" — the semantic changelog derived from its commits. No AI processing: responds in under a second, costs nothing, and never counts against any quota. Use this FIRST for \"what changed\", \"what's new\", \"since when\" questions; escalate to ask_product_expert only when you need an investigated answer.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"days": {
"type": "number",
"maximum": 90,
"minimum": 1,
"description": "How many days back (default 14, max 90)."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "Recent product changes"
}{
"name": "server_info",
"description": "Describe this MCP server: which product it answers for, which repositories back it, and how fresh the underlying code index is. Instant (no AI). Call it once at the start of a session to confirm you are talking to the right product — if the index is stale or still building, say so instead of trusting deep answers.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
},
"annotations": {
"readOnlyHint": true
},
"title": "Server info"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/ai.deployit/product-expert"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/ai.deployit/product-expert"}) over MCP.
ask_product_expert ~393 tokensget_recent_changes ~175 tokensserver_info ~127 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fai.deployit%2Fproduct-expert?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fai.deployit%2Fproduct-expert?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.deployit%2Fproduct-expert.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.deployit%2Fproduct-expert.svg :target: https://glimind.com/server/mcp-registry%2Fai.deployit%2Fproduct-expert?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:0d38f62ccf4dab2b…, first seen 2026-10-17, included at leaf 12097 of 66,374. Version history · verify what your client received.
Compare: most reliable knowledge servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-25 13:24 UTC, the Deployit Product Expert MCP server is degraded with a Glimind reliability score of 57/100 (grade D). Over the last 30 days it answered 88.9% of Glimind's liveness checks. It had 173 outages in 90 days, with a median recovery of 10 minutes.
Deployit Product Expert MCP server advertises 3 tools, including ask_product_expert, get_recent_changes, server_info.
Point your MCP client at this streamable-http endpoint: https://mcp.deployit.ai/demo
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.