{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_99pwpdpceu79","handle":"strayl-mcp-server","url":"https://wellknown.network/agents/strayl-mcp-server","links":{"self":"https://wellknown.network/agents/strayl-mcp-server/record.json","html":"https://wellknown.network/agents/strayl-mcp-server","markdown":"https://wellknown.network/agents/strayl-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/strayl-mcp-server","status":"https://wellknown.network/api/v1/agents/strayl-mcp-server/status","claim":"https://wellknown.network/agents/strayl-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/strayl-mcp-server/claim.json","badge":"https://wellknown.network/agents/strayl-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:strayl-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"strayl-mcp-server","summary":"MCP server for Strayl log search with semantic and exact search capabilities","description":"# Strayl MCP Server\n\nMCP server for semantic and exact log search powered by Strayl.\n\n## Features\n\n- **Semantic Search**: AI-powered search across your logs using vector embeddings\n- **Exact Text Search**: Traditional text matching with case-sensitive options\n- **Context Search**: AI-powered semantic search across indexed documentation and knowledge bases\n- **Context Management**: Create, manage and index custom context sources (docs, guides, wikis)\n- **Memory Sessions**: Maintain conversation history and context across multiple searches\n- **Time Filtering**: Search logs by time periods (5m, 1h, today, yesterday, 7d, etc.)\n- **Log Level Filtering**: Filter by log levels (info, warn, error, debug)\n- **Easy Integration**: Works with Claude Desktop, Cline, and other MCP clients\n\n## Installation\n\nInstall via pipx (recommended):\n\n```bash\npipx install strayl-mcp-server\n```\n\nOr via pip:\n\n```bash\npip install strayl-mcp-server\n```\n\n## Configuration\n\n### Get Your API Key\n\n1. Visit [https://strayl.dev](https://strayl.dev)\n2. Generate an API key\n3. Copy your API key (starts with `st_`)\n\n### Claude Desktop Configuration\n\nAdd to your Claude Desktop config file:\n\n**MacOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`\n\n**Windows**: `%APPDATA%\\Claude\\claude_desktop_config.json`\n\n```json\n{\n  \"mcpServers\": {\n    \"strayl\": {\n      \"command\": \"pipx\",\n      \"args\": [\"run\", \"--no-cache\", \"strayl-mcp-server\"],\n      \"env\": {\n        \"STRAYL_API_KEY\": \"your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n### Cline/Other MCP Clients\n\nAdd to your MCP settings file:\n\n```json\n{\n  \"mcpServers\": {\n    \"strayl\": {\n      \"command\": \"pipx\",\n      \"args\": [\"run\", \"--no-cache\", \"strayl-mcp-server\"],\n      \"env\": {\n        \"STRAYL_API_KEY\": \"your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n## Available Tools\n\n### 1. search_logs_semantic\n\nSemantic (AI-powered) search across your logs.\n\n**Parameters:**\n- `query` (required): Search query in natural language\n- `time_period` (optional): Time filter…","publisher":null,"homepage":"https://docs.strayl.dev","repository":"https://github.com/strayl/strayl-mcp-server/issues","version":"0.3.1","license":"MIT","protocols":["mcp"],"tags":["ai","logging","mcp","search","strayl"],"pricing":null,"endpoints":[{"url":"pypi:strayl-mcp-server","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":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"}],"categories":["data"],"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":"strayl-mcp-server","registry":"pypi","observedAt":"2026-09-10T13:21:37.743Z","publishedAt":"2025-11-22T18:46:59.124900Z","latestVersion":"0.3.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"strayl-mcp-server","url":"https://pypi.org/project/strayl-mcp-server/","firstSeenAt":"2026-09-10T13:19:54.981Z","fetchedAt":"2026-09-10T13:19:54.981Z","normalizedAt":"2026-09-10T13:19:54.981Z"}]},"firstSeenAt":"2026-09-10T13:19:54.981Z","updatedAt":"2026-09-10T13:21:37.743Z"}