{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gn2akvfzkz7e","handle":"talkops-loki-mcp-server","url":"https://wellknown.network/agents/talkops-loki-mcp-server","links":{"self":"https://wellknown.network/agents/talkops-loki-mcp-server/record.json","html":"https://wellknown.network/agents/talkops-loki-mcp-server","markdown":"https://wellknown.network/agents/talkops-loki-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/talkops-loki-mcp-server","status":"https://wellknown.network/api/v1/agents/talkops-loki-mcp-server/status","claim":"https://wellknown.network/agents/talkops-loki-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/talkops-loki-mcp-server/claim.json","badge":"https://wellknown.network/agents/talkops-loki-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/talkops-loki-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/talkops-loki-mcp-server/tools"},"ard":{"identifier":"urn:air::server:talkops-loki-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"talkops-loki-mcp-server","summary":"A Model Context Protocol (MCP) server for Grafana Loki log observability.","description":"

\n \"Loki\n

\n\n

Loki MCP Server

\n\n

\n An MCP server that gives AI assistants the power to explore, query, and analyze logs from Grafana Loki — with LogQL query construction, log structure discovery, cardinality-aware schema exploration, and production-safe query guardrails.\n

\n\n

\n \"License\"/\n \"Python\n \"MCP\"/\n \"Grafana\n \"Discord\"/\n

\n\n

\n Quick Start · Docs · Report Bug · Request Feature\n

\n\n---\n\n## Why Loki MCP Server?\n\n**The problem:** Grafana Loki is the industry-standard log aggregation system, but effective log analysis is complex. Writing LogQL queries requires knowledge of stream selectors, line filters, parser stages, and metric functions. Understa…","publisher":null,"homepage":"https://github.com/talkops-ai/talkops-mcp/tree/main/src/loki-mcp-server","repository":"https://github.com/talkops-ai/talkops-mcp/releases","version":"0.1.12","license":"Apache-2.0","protocols":["mcp"],"tags":["ai","devops","grafana","logql","logs","loki","mcp","model-context-protocol","monitoring","observability"],"pricing":null,"endpoints":[{"url":"pypi:talkops-loki-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":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["dev"],"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":"talkops-loki-mcp-server","registry":"pypi","observedAt":"2026-10-28T23:22:24.499Z","publishedAt":"2026-06-23T04:16:02.816097Z","latestVersion":"0.1.12"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"talkops-loki-mcp-server","url":"https://pypi.org/project/talkops-loki-mcp-server/","firstSeenAt":"2026-09-10T13:20:46.561Z","fetchedAt":"2026-10-28T23:21:47.559Z","normalizedAt":"2026-10-28T23:21:47.559Z"}]},"firstSeenAt":"2026-09-10T13:20:46.561Z","updatedAt":"2026-10-28T23:22:24.499Z"}