Skills/Glama/nextmcp

nextmcp@1.0.0

VERIFIED· not started

Publisher claims: "Enables AI agents to prepare, launch, monitor, inspect, and recover existing Nextflow workflows through MCP tools, while client-side expert skills guide pipeline-specific input selection, parameters, QC, and troubleshooting." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry GlamaPublisher wanghwlab · publishing for 2 daysInstalls 0Last detonated 2d ago
$npx skills add nextmcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
no vendor host named in the code
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it under the guard. Not started: dependency install failed; the server itself was not observed. The code names no credential variable; the guard pins the network to what the honeypot saw and logs every call.

$vet-skills run --net declared -- <the server's command>

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-12 and scored it 88/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1 ·
0.1sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.1sprocessscript backend runs setup only
0.1sprocessno install scripts to re-run

Static findings

MEDIUM
File type combined with upload actionskills/experts/methylseq-expert-skill/SKILL.md:79 · File type combined with upload action — agent may exfiltrate local data files…d exist on the server. Use placeholders such as `<server_input_root>/samplesheet.csv`, `<server_reference_root>/genome.fa`, and `<server_output_root>/methylseq`. ## Fast Start 1. Read `assets/playbooks.yaml` and choose th…Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedsrc/nextmcp/runner.py:35 · Python subprocess execution detectedproc = subprocess.Popen(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionskills/experts/mag-expert-skill/assets/schema-index.yaml:8 · File type combined with upload action — agent may exfiltrate local data filessummary: Preserves the original `nextflow_schema.json` top-level section `input_output_options`Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionskills/meta/pipeline-smoke-evaluator/SKILL.md:156 · File type combined with upload action — agent may exfiltrate local data files- missing `output_checks.json` -> cannot judge `required_outputs_present`Fix: Put hosts, commands and strings in plain source. Decoding at runtime looks identical to malware and costs points on its own.
AST07
MEDIUM
File type combined with upload actionskills/experts/riboseq-expert-skill/evals/evals.json:152 · File type combined with upload action — agent may exfiltrate local data files…wer grounded in artifact-contracts.yaml that names MultiQC, pipeline_info/params.json, STAR alignment, riboseq QC, ORF predictions, Salmon quantification, translational efficiency when applicable, and reference outputs when save_reference …Fix: Put hosts, commands and strings in plain source. Decoding at runtime looks identical to malware and costs points on its own.
AST07
MEDIUM
Python subprocess execution detectedsrc/nextmcp/process_runtime.py:708 · Python subprocess execution detectedrunner = subprocess.Popen(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionskills/experts/nanoseq-expert-skill/evals/evals.json:51 · File type combined with upload action — agent may exfiltrate local data files…oled FASTQ at /data/run1/reads.fastq.gz, a samplesheet at /data/run1/samplesheet.csv, protocol DNA, barcode kit NBD103/NBD104, and project my-project. Return the nextflow_run params shape and the outputs to review.", "expected_output": "A …Fix: Put hosts, commands and strings in plain source. Decoding at runtime looks identical to malware and costs points on its own.
AST07

Cost to the agent

Instructions loaded
≈34,145 tok
19 files · 80 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.