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Gumloop CLI
Sign in once, then run agents, call MCP tools, search Company Brain, and manage skills and artifacts from your terminal. Or hand it all to your coding agent.
~/workgumloop 1.4.2 · zsh
gumloop agents list --search sales
gumloop sessions create agent_g6f1a2b3 --input "Summarize this week's pipeline."
session_8c1f2a · runningPipeline is up 18% week over week, led by two enterprise renewals in the West.
gumloop sessions send session_8c1f2a --input "Break it down by region."
West +32% · East +9% · EMEA flatsales research · claude-sonnet-4 · --json ready
~/workgumloop chat
gumloop chat completions create "Capital of Canada?" -m claude-sonnet-4-5
Ottawa.
cat draft.md | gumloop chat completions create -m gpt-5 --message-stdin -
streaming to TTYgumloop chat completions create "Capital?" -m gpt-5 --schema-file schema.json --json
any supported model · --stream · --schema-file
~/workgumloop mcp
gumloop mcp list
gumloop mcp call salesforce soql_query --args-json '{"query": "SELECT Name, StageName, Amount FROM Opportunity WHERE IsClosed = false"}'
gumloop mcp call slack send_message --args-file ./pipeline-digest.json
status ok · posted to #revenue
100+ connected servers · mcp tools stripe to browse · --json
~/workcompany brain
gumloop brain search "onboarding process" --limit 3
hybrid search · semantic + keywordgumloop brain search "pricing" --source notion --json | jq '.results[0].url'
"https://www.notion.so/Pricing-2f1a9c7e"notion · drive · slack · github · confluence
~/work/skillsgithub: acme/skills@main
gumloop skills list --search outreach
gumloop skills create skills/renewal-prep/*.md
skill_e42 created · 4 filesgumloop skills update skill_a1f skills/outreach/*.md
Replaced 3 files · v9 live for every agentacme/skills@main in sync14 skills tracked
synced with github · 2 commits imported today
~/work/reportsgumloop artifacts
gumloop artifacts list agent_g6f1a2b3 --limit 3
gumloop artifacts download artifact_92f -o ./reports/
Saved reports/pipeline-summary.pdf (1.2 MB)gumloop artifacts download artifact_7ce --version-id av_2b1
Saved q3-forecast.xlsx (v2, 84 KB)scoped to sales research · -o - streams to stdout
Everything Gumloop,
from your shell
Everything Gumloop,
from your shell
~/workgumloop 1.4.2 · zsh
gumloop agents list --search sales
gumloop sessions create agent_g6f1a2b3 --input "Summarize this week's pipeline."
session_8c1f2a · runningPipeline is up 18% week over week, led by two enterprise renewals in the West.
gumloop sessions send session_8c1f2a --input "Break it down by region."
West +32% · East +9% · EMEA flatsales research · claude-sonnet-4 · --json ready
Agents & SessionsList your agents, start conversations, and send follow-ups. Every command takes --json for scripts and cron jobs
~/workgumloop chat
gumloop chat completions create "Capital of Canada?" -m claude-sonnet-4-5
Ottawa.
cat draft.md | gumloop chat completions create -m gpt-5 --message-stdin -
streaming to TTYgumloop chat completions create "Capital?" -m gpt-5 --schema-file schema.json --json
any supported model · --stream · --schema-file
Chat CompletionsSend a prompt to any Gumloop-supported model , stream the response, pipe from stdin, or shape the output with a JSON Schema
~/workgumloop mcp
gumloop mcp list
gumloop mcp call salesforce soql_query --args-json '{"query": "SELECT Name, StageName, Amount FROM Opportunity WHERE IsClosed = false"}'
gumloop mcp call slack send_message --args-file ./pipeline-digest.json
status ok · posted to #revenue
100+ connected servers · mcp tools stripe to browse · --json
MCP ToolsList your connected servers , browse the tools each one exposes, and call any of them with inline JSON args
, browse the tools each one exposes, and call any of them with inline JSON args~/workcompany brain
gumloop brain search "onboarding process" --limit 3
hybrid search · semantic + keywordgumloop brain search "pricing" --source notion --json | jq '.results[0].url'
"https://www.notion.so/Pricing-2f1a9c7e"notion · drive · slack · github · confluence
Company BrainRun the same hybrid search your agents use across your company knowledge sources
~/work/skillsgithub: acme/skills@main
gumloop skills list --search outreach
gumloop skills create skills/renewal-prep/*.md
skill_e42 created · 4 filesgumloop skills update skill_a1f skills/outreach/*.md
Replaced 3 files · v9 live for every agentacme/skills@main in sync14 skills tracked
synced with github · 2 commits imported today
SkillsUpload and version skill files from disk, or connect a GitHub repo. Every folder with a SKILL.md imports into your library and stays current as commits land
GitHub repo. Every folder with a SKILL.md imports into your library and stays current as commits land~/work/reportsgumloop artifacts
gumloop artifacts list agent_g6f1a2b3 --limit 3
gumloop artifacts download artifact_92f -o ./reports/
Saved reports/pipeline-summary.pdf (1.2 MB)gumloop artifacts download artifact_7ce --version-id av_2b1
Saved q3-forecast.xlsx (v2, 84 KB)scoped to sales research · -o - streams to stdout
ArtifactsList every report, doc, and export your agents produce, filter by session, and download any version
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