{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ftkd76u2p57c","handle":"mcp-serve","url":"https://wellknown.network/agents/mcp-serve","links":{"self":"https://wellknown.network/agents/mcp-serve/record.json","html":"https://wellknown.network/agents/mcp-serve","markdown":"https://wellknown.network/agents/mcp-serve/record.md","api":"https://wellknown.network/api/v1/agents/mcp-serve","status":"https://wellknown.network/api/v1/agents/mcp-serve/status","claim":"https://wellknown.network/agents/mcp-serve/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-serve/claim.json","badge":"https://wellknown.network/agents/mcp-serve/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-serve/history","tools":"https://wellknown.network/api/v1/agents/mcp-serve/tools"},"ard":{"identifier":"urn:air::server:mcp-serve","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-serve","summary":"Agentic server to support MCP tools for science","description":"# mcp-serve\n\n> Agentic Server to support MCP Tools and Science\n\n![https://github.com/converged-computing/mcpserver/blob/main/img/mcpserver.png?raw=true](https://github.com/converged-computing/mcpserver/blob/main/img/mcpserver.png?raw=true)\n\n[![DOI](https://zenodo.org/badge/1134760031.svg)](https://doi.org/10.5281/zenodo.19476301)\n[![PyPI version](https://badge.fury.io/py/mcp-serve.svg)](https://badge.fury.io/py/mcp-serve)\n\n## Design\n\nThis is a customizable, asynchronous server that can register and load tools of interest. Endpoints include functions (tools), prompts, resources. Those are now (for the most part) separated into modular projects:\n\n- [flux-mcp](https://github.com/converged-computing/flux-mcp): MCP tools for Flux Framework\n- [hpc-mcp](https://github.com/converged-computing/hpc-mcp): HPC tools for a larger set of HPC and converged computing use cases.\n\n### Abstractions\n\nThe library here has the following abstractions.\n\n- **tools**: server tools, prompts, and resources\n- **ui**: user interface that an engine (with a main manager) uses\n- **core**: shared assets, primarily the plan/step/config definitions and worker/hub hierarchy roles\n- **routes**: server views not related to mcp.\n- **databases**: how to save results as we progress in a pipeline (currently we support sqlite and filesystem JSON)\n\nFor the above, the engines, tools, ui, databases, and backends are interfaces.\n\n## Development\n\nIt is recommended to open in VSCode container. Then install:\n\n```bash\npip install --break-system-packages -e .\n```\n\n### Docker\n\nTo build the Docker container:\n\n```bash\nmake\n```\n\nTo run a dummy example:\n\n```bash\ndocker run -p 8089:8089 -it ghcr.io/converged-computing/mcp-server:latest\n```\n\nAnd then interact from the outside:\n\n```bash\npython3 ./examples/echo/test_echo.py\n```\n\n### Environment\n\nThe following variables can be set in the environment.\n\n| Name | Description | Default       |\n|-------|------------|---------------|\n| `MCPSERVER_PORT` | Port to run MCP server on, i…","publisher":{"name":"Vanessa Sochat","url":null},"homepage":"https://github.com/converged-computing/mcp-server","repository":"https://github.com/converged-computing/mcp-server","version":"0.0.19","license":"LICENSE","protocols":["mcp"],"tags":["cluster","orchestration","mcp","server","agents"],"pricing":null,"endpoints":[{"url":"pypi:mcp-serve","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":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.882,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["automation","data","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":"mcp-serve","registry":"pypi","observedAt":"2026-10-28T13:24:43.014Z","publishedAt":"2026-05-28T17:06:51.540155Z","latestVersion":"0.0.19"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-serve","url":"https://pypi.org/project/mcp-serve/","firstSeenAt":"2026-09-10T03:19:49.999Z","fetchedAt":"2026-10-28T13:22:54.484Z","normalizedAt":"2026-10-28T13:22:54.484Z"}]},"firstSeenAt":"2026-09-10T03:19:49.999Z","updatedAt":"2026-10-28T13:24:43.014Z"}