{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9rpnpp5ys7de","handle":"spyglass-mcp","url":"https://wellknown.network/agents/spyglass-mcp","links":{"self":"https://wellknown.network/agents/spyglass-mcp/record.json","html":"https://wellknown.network/agents/spyglass-mcp","markdown":"https://wellknown.network/agents/spyglass-mcp/record.md","api":"https://wellknown.network/api/v1/agents/spyglass-mcp","status":"https://wellknown.network/api/v1/agents/spyglass-mcp/status","claim":"https://wellknown.network/agents/spyglass-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/spyglass-mcp/claim.json","badge":"https://wellknown.network/agents/spyglass-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/spyglass-mcp/history","tools":"https://wellknown.network/api/v1/agents/spyglass-mcp/tools"},"ard":{"identifier":"urn:air::server:spyglass-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"spyglass-mcp","summary":"FastMCP server for Spyglass AI agent","description":"# Spyglass AI MCP Server\n\nThe Spyglass AI MCP server provides a simple interface for LLMs to query the Spyglass AI agent. The agent analyzes your telemetry data and provides intelligent insights about application performance, errors, and bottlenecks.\n\nTo install the MCP server for Cursor click the button below. It should open Cursor and prompt you to add your API Key.\n\n[![Install MCP Server](https://cursor.com/deeplink/mcp-install-dark.svg)](cursor://anysphere.cursor-deeplink/mcp/install?name=spyglass-AI&config=eyJlbnYiOnsiU1BZR0xBU1NfQVBJX0tFWSI6InlvdXIta2V5LWhlcmUifSwiY29tbWFuZCI6InV2IHJ1biBzcHlnbGFzcy1tY3AifQ%3D%3D)\n \nAlternatively, add the following to your `~/.cursor/mcp.json` file (create it if you need to) and substitute your Spyglass API Key. Then restart Cursor to apply the change.\n```json\n{\n  \"mcpServers\": {\n    \"spyglass-ai\": {\n      \"command\": \"uv\",\n      \"args\": [\"run\", \"spyglass-mcp\"],\n      \"env\": {\n        \"SPYGLASS_API_KEY\": \"your-key-here\"\n      }\n    }\n  }\n}\n```\n\nNote that you need to have `uv` installed first, see the docs for that [here](https://docs.astral.sh/uv/getting-started/installation/)\n\n## Available Tools\n\n### `call_spyglass_agent`\n\nCalls the Spyglass AI agent with a natural language query about your telemetry data.\n\n**Parameters:**\n- `query` (string, required): Natural language query about your application's telemetry data\n\n**Example queries:**\n- \"What are the slowest endpoints in the last hour?\"\n- \"Show me all errors in the checkout service\"\n- \"Which services have the highest error rate?\"\n- \"What's causing high latency in my API?\"\n- \"How many requests has my app had in the last day?\"\n\n**Returns:**\n- Natural language analysis of the telemetry data\n\n## Configuration\n\n### Environment Variables\n\n| Variable | Required | Default | Description |\n|----------|----------|---------|-------------|\n| `SPYGLASS_API_KEY` | Yes | N/A | API Key for authentication with Spyglass agent |\n| `SPYGLASS_AGENT_ENDPOINT` | No | `https://agent.spyglass-ai.com` …","publisher":null,"homepage":"https://spyglass-ai.com","repository":"https://github.com/spyglass-ai/spyglass-mcp/issues","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["agent","ai","mcp","model-context-protocol","observability","opentelemetry","spyglass"],"pricing":null,"endpoints":[{"url":"pypi:spyglass-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"}],"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":"spyglass-mcp","registry":"pypi","observedAt":"2026-11-04T01:24:51.503Z","publishedAt":"2025-10-23T04:50:18.623357Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"spyglass-mcp","url":"https://pypi.org/project/spyglass-mcp/","firstSeenAt":"2026-09-10T13:19:18.104Z","fetchedAt":"2026-11-04T01:23:24.058Z","normalizedAt":"2026-11-04T01:23:24.058Z"}]},"firstSeenAt":"2026-09-10T13:19:18.104Z","updatedAt":"2026-11-04T01:24:51.503Z"}