MDEngine
mcp remote · streamable-http · v0.7.1 · source: crawl
https://api.forcefieldsilicon.com/mcp
https://github.com/forcefieldsilicon/mdengine
MD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.
Works
100
Verified Oct 31, 2026 · p50 1253 ms · p95 1261 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'com.forcefieldsilicon/mdengine' |
| tools_listed | 15 | pass | 14 tools |
| schema_complete | 15 | pass | 14 of 14 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1253 ms |
| latency_p95 | 5 | pass | p95 1261 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (14)
| Name | Description | Schema |
|---|---|---|
guide | No key needed. Without customer_type: the list of guides (one line each), the start page and how to get a key. With customer_type (mineral-processing | dark-proteins | alloys): the full guide, which s | typed |
campaign_request | No key needed. Sends a study request to a person and returns a request_id, the tier that fits, the price band, what we still need from you, the next step and the claim scope. Nothing is run or charged | typed |
account | Balance in USD (`balance_usd`), the part of it held by your unfinished jobs (`reserved_usd`, `held_jobs`) and what a new submit can use (`available_usd` = balance - reserved; a submit needs wall_limit | typed |
submit_job | One call: create a hosted GPU job, upload the deck given INLINE as {relative_path: text}, and queue it. Total inline size <= 8 MB; for larger decks use create_job, PUT the tarball to upload_url, then | typed |
create_job | Step 1 of the two-step path for big decks: validates the spec, reserves a job id, returns a presigned upload_url. PUT the deck as a .tar.gz (<= 2 GB, relative paths, input at `input`) to upload_url, t | typed |
start_job | Step 2: queue a job whose deck tarball has been uploaded. A GPU pod is launched; billing starts when it reports running. | typed |
job_status | State (created|uploaded|queued|launching|running|uploading|done|failed|cancelled), GPU, rate, billed seconds, cost so far, exit code, error, last thermo lines, and the post-run verdict: clean | warnin | typed |
job_log | The last <= 20 thermo/log lines the running pod reported (30 s heartbeat). Full log.lammps is in the results tarball. | typed |
job_results | For a done/failed job: a presigned download_url (valid ~7 days) for the results tarball (work/, log.lammps, exitcode). Results are deleted 30 days after the run. | typed |
list_jobs | Jobs of this API key, newest first. Compact rows (id, state, label, created, finished, gpu, cost_usd, error) unless full=true. | typed |
delete_results | For a finished job: delete its deck and results tarballs immediately instead of at the automatic 30-day purge. Metadata and billing records are kept; results can no longer be downloaded. | typed |
capabilities | Capability manifest of the hosted runners: LAMMPS version, installed packages, and every style by category with gpu=true (KOKKOS-accelerated) or gpu=false (exists, but runs on the pod's CPU cores at t | typed |
preflight_deck | Dry run of the check submit_job performs: which styles the deck asks for are MISSING on every hosted LAMMPS image (the run would exit at startup), which are CPU-only, whether its pair style will use t | typed |
cancel_job | Cancel a job that is not finished. A running job is billed up to the cancel time; its pod is terminated. | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-forcefieldsilicon-mdengine-2)
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