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Ben Haim"},"license":"MIT","homepage":"https://github.com/elad12390/loki-mcp#readme","keywords":["mcp","loki","grafana","logs","ai","llm"],"repository":{"type":"git","url":"git+https://github.com/elad12390/loki-mcp.git"},"description":"An MCP server to easily search and retrieve logs from Grafana Loki","maintainers":[{"name":"elad12390","email":"elad12390+npm@gmail.com"}],"readme":"# Loki MCP Server\n\nAn [MCP](https://github.com/modelcontextprotocol/protocol) server to easily search and retrieve logs from Grafana Loki without needing to write complex LogQL queries.\n\n## Quick Start\n\nYou can run this server directly using `npx`:\n\n```bash\nexport LOKI_USERNAME=\"your-username\"\nexport LOKI_PASSWORD=\"your-password\"\nexport LOKI_URL=\"https://your-loki-instance.com\"\n\nnpx @elad12390/loki-mcp\n```\n\n## Features\n\nThis MCP server provides **7 tools**, **3 resources**, and **3 prompts** for log analysis. AI assistants automatically understand when to use each based on your natural language requests.\n\n### Tools\n\n**🔍 `loki_search_logs`** - Your primary log search tool\n- Just say: \"check logs\", \"find errors\", \"search for X in logs\"\n- Searches across ALL services automatically (no config needed!)\n- Optional filters by app, environment, service, etc.\n\n**📊 `loki_count_errors`** - Get numbers and trends\n- Just say: \"how many errors\", \"error rate\", \"are errors increasing\"\n- Returns charts and statistics instead of raw logs\n\n**🧩 `loki_pattern_analysis`** - Group similar errors\n- Just say: \"group similar errors\", \"what error types\", \"categorize errors\"\n- Essential for incidents - see if you have 1 problem or 100 different ones\n\n**🔎 `loki_get_context`** - Root cause analysis\n- Just say: \"what happened before this error\", \"show context\"\n- Shows logs before/after a specific error\n\n**🔗 `loki_scan_correlations`** - Distributed tracing\n- Just say: \"trace this ID\", \"find all logs for trace X\", \"follow this UUID across services\"\n- Track requests across microservices using trace/correlation IDs\n\n**🎯 `loki_extract_field`** - Data extraction\n- Pull out any field and see frequency distribution\n- Example: \"Which users hit errors?\" or \"Most common status codes?\"\n\n**📈 `loki_show_metrics`** - Usage analytics\n- See which tools you use most often\n\n### Resources (Read-only Data)\n\nResources provide discoverable data that AI assistants can read:\n\n**`loki://services`** - List all services/apps logging to Loki\n- Read this first to know what's available\n\n**`loki://labels`** - List all label keys (metadata fields)\n- Shows what you can filter by (app, env, namespace, etc.)\n\n**`loki://labels/{label}/values`** - Get values for a specific label\n- Example: `loki://labels/app/values` shows all app names\n\n### Prompts (Guided Workflows)\n\nPrompts are pre-built workflows for common debugging scenarios:\n\n**`debug-error`** - Guided error debugging\n- Searches for the error, gets context, checks patterns\n- Arguments: `error_text` (required), `service`, `time_window`\n\n**`trace-request`** - Follow a request across services\n- Traces a correlation/trace ID through your distributed system\n- Arguments: `trace_id` (required), `time_window`\n\n**`health-check`** - Quick production health check\n- Lists services, counts errors, identifies patterns\n- Arguments: `service`, `time_window`\n\n## Usage Tips for AI Assistants\n\nWhen the user says **\"check loki\"** or **\"look at logs\"**, you should:\n\n1. **Read `loki://services`** resource if you don't know what services exist\n2. **Use `loki_search_logs`** as your primary search tool - it works without labels!\n3. **Follow up with `loki_get_context`** if you find an interesting error\n4. **Use `loki_count_errors`** when they ask \"how many\"\n5. **Use `loki_pattern_analysis`** during incidents to group similar errors\n\nFor complex debugging, use the **prompts**:\n- \"Debug this error\" -> Use `debug-error` prompt\n- \"Trace this request ID\" -> Use `trace-request` prompt\n- \"Is production healthy?\" -> Use `health-check` prompt\n\n## Example Conversations\n\n**User:** \"Check loki for errors in the payment service\"\n**AI:** *Uses `loki_search_logs` with labels={\"app\": \"payment\"}, search_term=\"error\"*\n\n**User:** \"How many errors happened today?\"\n**AI:** *Uses `loki_count_errors` with time_window=\"24h\"*\n\n**User:** \"What services are running?\"\n**AI:** *Reads `loki://services` resource*\n\n**User:** \"Debug this error: connection timeout\"\n**AI:** *Uses `debug-error` prompt with error_text=\"connection timeout\"*\n\n**User:** \"Trace request abc-123-def across all services\"\n**AI:** *Uses `trace-request` prompt with trace_id=\"abc-123-def\"*\n\n## Configuration\n\nSet the following environment variables:\n- `LOKI_URL`: URL of your Loki instance (default: `http://localhost:3100`)\n- `LOKI_USERNAME`: Basic Auth username (if required)\n- `LOKI_PASSWORD`: Basic Auth password (if required)\n\n## Development\n\nSee [CONTRIBUTING.md](./CONTRIBUTING.md) for detailed information about:\n- Development setup\n- Testing and CI/CD\n- Releasing new versions\n- Deployment process\n\n```bash\nnpm install\nnpm run build\n```\n","readmeFilename":"README.md"}