{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_e84p43sespwd","handle":"joblet-mcp-server","url":"https://wellknown.network/agents/joblet-mcp-server","links":{"self":"https://wellknown.network/agents/joblet-mcp-server/record.json","html":"https://wellknown.network/agents/joblet-mcp-server","markdown":"https://wellknown.network/agents/joblet-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/joblet-mcp-server","status":"https://wellknown.network/api/v1/agents/joblet-mcp-server/status","claim":"https://wellknown.network/agents/joblet-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/joblet-mcp-server/claim.json","badge":"https://wellknown.network/agents/joblet-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/joblet-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/joblet-mcp-server/tools"},"ard":{"identifier":"urn:air::server:joblet-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"joblet-mcp-server","summary":"MCP (Model Context Protocol) server for Joblet job orchestration system","description":"# Joblet MCP Server\n\nMCP server for [Joblet](https://github.com/ehsaniara/joblet) job orchestration - enables AI assistants to manage distributed computing jobs through the Joblet platform.\n\n## Quick Start\n\n```bash\n# Install\npip install joblet-mcp-server\n\n# Configure (~/.rnx/rnx-config.yml)\nmkdir -p ~/.rnx\ncp sample_config.yaml ~/.rnx/rnx-config.yml\n# Edit with your Joblet server credentials\n\n# Run\njoblet-mcp-server\n```\n\n## Features\n\n- **Jobs** - Run, monitor, and manage compute jobs (logs, metrics, telematics)\n- **Runtimes** - List, inspect, test, build, and validate runtime environments\n- **Storage** - Create and manage persistent volumes\n- **Networks** - Configure isolated networks\n- **Monitoring** - Real-time metrics and GPU status\n\n> Workflow orchestration is not provided — it was extracted to a separate project\n> and is not part of the Joblet gRPC API / SDK this server uses.\n\n## Architecture\n\nThe MCP server is one of three client paths to a Joblet server. It lets an **AI\nassistant** drive Joblet, while the `rnx` CLI serves human operators and\n`joblet-sdk-python` serves other Python programs. All paths converge on the same\ngRPC/mTLS API (`:50051`) and share the same `~/.rnx/rnx-config.yml` credentials.\n\n```mermaid\nflowchart TB\n    AI[\"AI Assistant<br/>(Claude, OpenAI, etc.)\"]\n    USER[\"Human operator\"]\n    APP[\"Other Python apps\"]\n    MCP[\"joblet-mcp-server<br/>(this project)\"]\n    SDKLIB[\"joblet-sdk-python<br/>(gRPC client library)\"]\n    RNX[\"rnx CLI\"]\n    JOBLET[\"Joblet Server<br/>:50051\"]\n    AI -->|\" MCP protocol (stdio) \"| MCP\n    MCP -->|\" imports \"| SDKLIB\n    USER -->|\" shell \"| RNX\n    APP -->|\" imports \"| SDKLIB\n    SDKLIB -->|\" gRPC / mTLS \"| JOBLET\n    RNX -->|\" gRPC / mTLS \"| JOBLET\n```\n\nThe MCP server reaches Joblet through `joblet-sdk-python` — a single gRPC hop\nover mTLS, the same API the `rnx` CLI uses for human operators.\n\n## Usage\n\n```bash\n# Run with the default config (~/.rnx/rnx-config.yml)\njoblet-mcp-server\n\n# Use a specific config file o…","publisher":{"name":"Jay Ehsaniara","url":null},"homepage":"https://github.com/ehsaniara/joblet-mcp-server/blob/main/README.md","repository":"https://github.com/ehsaniara/joblet-mcp-server/blob/main/README.md","version":"1.1.4","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:joblet-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.802,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.745,"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":"joblet-mcp-server","registry":"pypi","observedAt":"2026-10-28T08:27:55.090Z","publishedAt":"2026-07-02T14:39:24.562446Z","latestVersion":"1.1.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"joblet-mcp-server","url":"https://pypi.org/project/joblet-mcp-server/","firstSeenAt":"2026-09-09T22:22:37.577Z","fetchedAt":"2026-10-28T08:25:46.720Z","normalizedAt":"2026-10-28T08:25:46.720Z"}]},"firstSeenAt":"2026-09-09T22:22:37.577Z","updatedAt":"2026-10-28T08:27:55.090Z"}