{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ym6fjqn9vqzv","handle":"envhub-mcp","url":"https://wellknown.network/agents/envhub-mcp","links":{"self":"https://wellknown.network/agents/envhub-mcp/record.json","html":"https://wellknown.network/agents/envhub-mcp","markdown":"https://wellknown.network/agents/envhub-mcp/record.md","api":"https://wellknown.network/api/v1/agents/envhub-mcp","status":"https://wellknown.network/api/v1/agents/envhub-mcp/status","claim":"https://wellknown.network/agents/envhub-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/envhub-mcp/claim.json","badge":"https://wellknown.network/agents/envhub-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/envhub-mcp/history","tools":"https://wellknown.network/api/v1/agents/envhub-mcp/tools"},"ard":{"identifier":"urn:air::server:envhub-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"envhub-mcp","summary":"MCP server providing containerized conda environments via Podman","description":"# envhub\n\nMCP server providing containerized conda environments via Podman for AI agents.\n\n## Prerequisites\n\n- Python >= 3.10\n- [Podman](https://podman.io/docs/installation)\n\n## Install\n\n```bash\npip install envhub-mcp\n```\n\n## Build Container Image\n\n```bash\n# Find the docker directory\npython -c \"import envhub; print(envhub.__file__)\"\n# Build (from the package's docker/ directory)\npodman build -t envhub:latest <path-to-envhub>/docker/\n```\n\n## Usage\n\n```bash\nenvhub --workdir /path/to/work\n```\n\nMultiple working directories:\n\n```bash\nenvhub --workdir /path/a --workdir /path/b\n```\n\n## MCP Tools\n\n| Tool | Description |\n|------|-------------|\n| `run(command, env, timeout)` | Execute shell commands in a conda environment |\n| `list_envs()` | List available conda environments |\n| `list_workdirs()` | List mounted working directories |\n\n## Environments\n\n- **default** — Data analysis + visualization (pandas, scikit-learn, matplotlib, plotly, R/ggplot2)\n- **plot** — Professional plotting (matplotlib, seaborn, plotly, plotnine, R/ggplot2, cairo)\n\n## License\n\nMIT","publisher":null,"homepage":"https://github.com/shenny/envhub","repository":"https://github.com/shenny/envhub","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["ai-agent","conda","container","mcp","podman"],"pricing":null,"endpoints":[{"url":"pypi:envhub-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.terminal","name":"Terminal & Shell","confidence":1,"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":"envhub-mcp","registry":"pypi","observedAt":"2026-10-28T00:27:36.808Z","publishedAt":"2026-05-07T08:41:21.625016Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"envhub-mcp","url":"https://pypi.org/project/envhub-mcp/","firstSeenAt":"2026-09-09T15:21:36.554Z","fetchedAt":"2026-10-28T00:25:59.092Z","normalizedAt":"2026-10-28T00:25:59.092Z"}]},"firstSeenAt":"2026-09-09T15:21:36.554Z","updatedAt":"2026-10-28T00:27:36.808Z"}