{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fwz84ev8fehc","handle":"alm-traceability-mcp","url":"https://wellknown.network/agents/alm-traceability-mcp","links":{"self":"https://wellknown.network/agents/alm-traceability-mcp/record.json","html":"https://wellknown.network/agents/alm-traceability-mcp","markdown":"https://wellknown.network/agents/alm-traceability-mcp/record.md","api":"https://wellknown.network/api/v1/agents/alm-traceability-mcp","status":"https://wellknown.network/api/v1/agents/alm-traceability-mcp/status","claim":"https://wellknown.network/agents/alm-traceability-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/alm-traceability-mcp/claim.json","badge":"https://wellknown.network/agents/alm-traceability-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:alm-traceability-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"alm-traceability-mcp","summary":"ALM Traceability MCP Tools - Azure DevOps, Jira, and Vector Search integration","description":"# ALM Traceability MCP Server\n\nPostgreSQL-based Model Context Protocol (MCP) server for ALM traceability management across Azure DevOps, Jira, and vector search.\n\n## Features\n\n- ✅ **Azure DevOps Integration** - User stories, test cases, work items\n- ✅ **Jira Integration** - Issues, test cases, custom fields\n- ✅ **PostgreSQL Traceability** - Persistent traceability matrix\n- ✅ **Vector Search** - Similarity search with Google Cloud Vertex AI\n- ✅ **Batch Operations** - Create multiple test cases efficiently\n- ✅ **MCP Protocol** - Full Claude Desktop integration\n\n## Installation\n\n### Option 1: Direct Python Installation\n\n```bash\n# Clone repository\ngit clone https://github.com/Vk171127/mcp-server-for-alm-tools.git\ncd mcp-server-for-alm-tools\n\n# Install\npip install -e .\n\n# With vector search support\npip install -e \".[vector]\"\n```\n\n### Option 2: Using NPX (Recommended for MCP)\n\n```bash\n# Install globally\nnpm install -g @yourorg/alm-traceability-mcp\n\n# Or use directly with npx\nnpx @yourorg/alm-traceability-mcp\n```\n\n## Configuration\n\n### 1. Environment Variables\n\nCopy `.env.example` to `.env` and configure:\n\n```bash\n# Azure DevOps\nADO_ORG=your-organization\nADO_PROJECT=your-project\nADO_PAT=your-pat-token\n\n# Jira\nJIRA_BASE_URL=https://yourcompany.atlassian.net\nJIRA_EMAIL=your-email@company.com\nJIRA_API_TOKEN=your-api-token\nJIRA_PROJECT_KEY=PROJECT\n\n# PostgreSQL\nDB_HOST=localhost\nDB_PORT=5432\nDB_NAME=alm_traceability\nDB_USER=postgres\nDB_PASSWORD=your-password\n```\n\n### 2. Claude Desktop Configuration\n\nAdd to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS) or `%APPDATA%\\Claude\\claude_desktop_config.json` (Windows):\n\n```json\n{\n  \"mcpServers\": {\n    \"alm-traceability\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"mcp_main\"],\n      \"env\": {\n        \"ADO_ORG\": \"your-org\",\n        \"ADO_PROJECT\": \"your-project\",\n        \"ADO_PAT\": \"your-pat\",\n        \"DB_HOST\": \"localhost\",\n        \"DB_NAME\": \"alm_traceability\",\n        \"DB_USER\": \"postgres\",\n        \"D…","publisher":{"name":"Mridula","url":null},"homepage":"https://github.com/Vk171127/mcp-server-for-alm-tools","repository":"https://github.com/Vk171127/mcp-server-for-alm-tools","version":"1.0.6","license":"MIT","protocols":["mcp"],"tags":["mcp","alm","traceability","azure-devops","jira","testing","ai","test-generation"],"pricing":null,"endpoints":[{"url":"pypi:alm-traceability-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"code.testing","name":"Testing","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"derived"},{"slug":"dev.project-management","name":"Project Management","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.848,"provenance":"derived"}],"categories":["code","data","dev","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"alm-traceability-mcp","registry":"pypi","observedAt":"2026-09-09T09:24:44.846Z","publishedAt":"2025-11-11T15:15:42.696233Z","latestVersion":"1.0.6"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"alm-traceability-mcp","url":"https://pypi.org/project/alm-traceability-mcp/","firstSeenAt":"2026-09-09T09:22:33.062Z","fetchedAt":"2026-09-09T09:22:33.062Z","normalizedAt":"2026-09-09T09:22:33.062Z"}]},"firstSeenAt":"2026-09-09T09:22:33.062Z","updatedAt":"2026-09-09T09:24:44.846Z"}