{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_n5b9stzscwzc","handle":"ibm-concert-mcp","url":"https://wellknown.network/agents/ibm-concert-mcp","links":{"self":"https://wellknown.network/agents/ibm-concert-mcp/record.json","html":"https://wellknown.network/agents/ibm-concert-mcp","markdown":"https://wellknown.network/agents/ibm-concert-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ibm-concert-mcp","status":"https://wellknown.network/api/v1/agents/ibm-concert-mcp/status","claim":"https://wellknown.network/agents/ibm-concert-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ibm-concert-mcp/claim.json","badge":"https://wellknown.network/agents/ibm-concert-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/ibm-concert-mcp/history","tools":"https://wellknown.network/api/v1/agents/ibm-concert-mcp/tools"},"ard":{"identifier":"urn:air::server:ibm-concert-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ibm-concert-mcp","summary":"MCP server for IBM Concert — workflow health monitoring, incident diagnosis, auto-remediation, CVE triage, and Slack alerting","description":"# IBM Concert MCP Server\n\n[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\nA Model Context Protocol (MCP) server that connects AI agents and assistants to **IBM Concert** — enabling autonomous workflow health monitoring, incident diagnosis, auto-remediation, CVE triage, and Slack alerting through natural language.\n\n## Overview\n\nThis repository contains two complementary MCP servers:\n\n| Server | Module | Purpose |\n|---|---|---|\n| **concert-workflow-monitor** | `src/ibm_concert_mcp/server.py` | Live workflow health checks, auto-remediation, CVE queries, Slack alerts, incident tracking |\n| **concert-knowledge** | `src/ibm_concert_mcp/knowledge/server.py` | Semantic RAG search over IBM Concert documentation (Supabase + pgvector) |\n\n## Available Tools\n\n### concert-workflow-monitor\n\n| Tool | Description |\n|---|---|\n| `list_monitored_workflows` | List all Concert workflows being monitored |\n| `check_workflow_health` | Run a live health check against one or all workflows |\n| `get_failing_workflows` | Return only workflows currently in ERROR/WARNING state with diagnosis |\n| `get_workflow_diagnosis` | Diagnose a workflow and auto-post an error alert to Slack |\n| `remediate_workflow` | Auto-fix a failing workflow (soft re-invoke or `oc rollout restart`) |\n| `get_concert_cve_summary` | Query Concert for top CVEs across your application inventory |\n| `trigger_package_remediation` | Invoke Concert's built-in package remediation workflow (raises GitHub PR + ServiceNow ticket) |\n| `upload_scan_to_concert` | Push an updated vulnerability/SBOM scan to Concert |\n| `send_slack_alert` | Post a notification to the configured Slack channel |\n| `get_incident_stats` | MTTR and incident statistics for the last N days |\n| `get_recent_incident_log` | Most recent incidents from the incident database |\n| `receive_webhook_event` | Process inbound Concert webhook events for zero-latency detection |\n| `record_recommen…","publisher":null,"homepage":"https://github.com/ibm-ai-platform/ibm-concert-mcp","repository":"https://github.com/ibm-ai-platform/ibm-concert-mcp/issues","version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["concert","cve","ibm","incident-response","mcp","observability","openshift","slack"],"pricing":null,"endpoints":[{"url":"pypi:ibm-concert-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.security-review","name":"Security Review","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"communication.chat","name":"Team Chat","confidence":1,"provenance":"declared"},{"slug":"communication.notifications","name":"Notifications","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"}],"categories":["code","communication","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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