{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_6r5bm6eerutm","handle":"shepherd-mcp","url":"https://wellknown.network/agents/shepherd-mcp","links":{"self":"https://wellknown.network/agents/shepherd-mcp/record.json","html":"https://wellknown.network/agents/shepherd-mcp","markdown":"https://wellknown.network/agents/shepherd-mcp/record.md","api":"https://wellknown.network/api/v1/agents/shepherd-mcp","status":"https://wellknown.network/api/v1/agents/shepherd-mcp/status","claim":"https://wellknown.network/agents/shepherd-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/shepherd-mcp/claim.json","badge":"https://wellknown.network/agents/shepherd-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/shepherd-mcp/history","tools":"https://wellknown.network/api/v1/agents/shepherd-mcp/tools"},"ard":{"identifier":"urn:air::server:shepherd-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"shepherd-mcp","summary":"MCP server for Shepherd - Debug your AI agents like you debug your code","description":"# 🐑 Shepherd MCP\n\nMCP (Model Context Protocol) server for Shepherd - Debug your AI agents like you debug your code.\n\nThis MCP server allows AI assistants (Claude, Cursor, etc.) to query and analyze your AI agent sessions from multiple observability providers.\n\n## Supported Providers\n\n- **AIOBS** (Shepherd backend) - Native Shepherd observability\n- **Langfuse** - Open-source LLM observability platform\n\n## Installation\n\n```bash\npip install shepherd-mcp\n```\n\nOr run directly with uvx:\n\n```bash\nuvx shepherd-mcp\n```\n\n## Configuration\n\n### Environment Variables\n\n#### AIOBS (Shepherd)\n\n- `AIOBS_API_KEY` (required) - Your Shepherd API key\n- `AIOBS_ENDPOINT` (optional) - Custom API endpoint URL\n\n#### Langfuse\n\n- `LANGFUSE_PUBLIC_KEY` (required) - Your Langfuse public API key\n- `LANGFUSE_SECRET_KEY` (required) - Your Langfuse secret API key\n- `LANGFUSE_HOST` (optional) - Custom Langfuse host URL (defaults to cloud.langfuse.com)\n\n### .env File Support\n\nshepherd-mcp automatically loads `.env` files from the current directory or any parent directory. This means if you have a `.env` file in your project root:\n\n```bash\n# .env\n# AIOBS\nAIOBS_API_KEY=aiobs_sk_xxxx\n\n# Langfuse\nLANGFUSE_PUBLIC_KEY=pk-lf-xxxx\nLANGFUSE_SECRET_KEY=sk-lf-xxxx\nLANGFUSE_HOST=https://cloud.langfuse.com\n```\n\nIt will be automatically loaded when the MCP server starts.\n\n### Claude Desktop\n\nAdd to your `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"shepherd\": {\n      \"command\": \"uvx\",\n      \"args\": [\"shepherd-mcp\"],\n      \"env\": {\n        \"AIOBS_API_KEY\": \"aiobs_sk_xxxx\",\n        \"LANGFUSE_PUBLIC_KEY\": \"pk-lf-xxxx\",\n        \"LANGFUSE_SECRET_KEY\": \"sk-lf-xxxx\",\n        \"LANGFUSE_HOST\": \"https://cloud.langfuse.com\"\n      }\n    }\n  }\n}\n```\n\n### Cursor\n\nAdd to your `.cursor/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"shepherd\": {\n      \"command\": \"uvx\",\n      \"args\": [\"shepherd-mcp\"],\n      \"env\": {\n        \"AIOBS_API_KEY\": \"aiobs_sk_xxxx\",\n        \"LANGFUSE_PUBLIC_KEY\": \"pk-lf-xxxx\",\n        \"LANG…","publisher":null,"homepage":"https://github.com/neuralis/shepherd-mcp#readme","repository":"https://github.com/neuralis/shepherd-mcp#readme","version":"0.0.1","license":"MIT","protocols":["mcp"],"tags":["agents","ai","debugging","llm","mcp","observability"],"pricing":null,"endpoints":[{"url":"pypi:shepherd-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"}},"derived":{"capabilities":[{"slug":"code.debugging","name":"Debugging","confidence":1,"provenance":"declared"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"}],"categories":["code","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":"shepherd-mcp","registry":"pypi","observedAt":"2026-11-04T00:27:35.770Z","publishedAt":"2025-12-13T14:21:08.701152Z","latestVersion":"0.0.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"shepherd-mcp","url":"https://pypi.org/project/shepherd-mcp/","firstSeenAt":"2026-09-10T12:21:53.853Z","fetchedAt":"2026-11-04T00:26:35.734Z","normalizedAt":"2026-11-04T00:26:35.734Z"}]},"firstSeenAt":"2026-09-10T12:21:53.853Z","updatedAt":"2026-11-04T00:27:35.770Z"}