Aient MCP
Aient is an AI SRE that detects production problems from OpenTelemetry data, root-causes bugs against source code, and opens reviewed GitHub pull requests with fixes. The MCP server allows agents to query traces, logs, and anomalies, and request remediations, exposing over 30 tools for production monitoring and debugging.
Endpoint and access
OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.
https://aient.ai/mcpChecks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Passed Official MCP Registry namespace is tied to aient.ai ·
- Passed Endpoint is on the registry namespace domain ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- Detect production problems like crashes and latency anomalies
- Root-cause code-level exceptions against source code
- Query traces and logs for debugging
- Request remediation to open a reviewed GitHub PR
Source and maintenance
- Maintenance checked
Tools
Reported by the attributed source; not independently observed by Koskamo.
90-day uptime
A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.
- 2026-11-07: 1 of 1 checks answered
- 2026-11-09: 2 of 2 checks answered
- 2026-11-10: 2 of 2 checks answered
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 444 ms
- 95th percentile latency
- 444 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 444 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http aient-mcp https://aient.ai/mcpCodex
codex mcp add aient-mcp --url https://aient.ai/mcpCursor
{
"mcpServers": {
"aient-mcp": {
"url": "https://aient.ai/mcp"
}
}
}Cline
{
"mcpServers": {
"aient-mcp": {
"type": "streamableHttp",
"url": "https://aient.ai/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"aient-mcp": {
"type": "http",
"url": "https://aient.ai/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http aient-mcp https://aient.ai/mcpClaude Desktop
https://aient.ai/mcpWindsurf
{
"mcpServers": {
"aient-mcp": {
"serverUrl": "https://aient.ai/mcp"
}
}
}Let your agent find its tools
Find servers like Aient MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.
Other developer tools servers
Do you run Aient MCP?
Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.