TeamResearchVerified 1Untested 6
Deep Research
Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict.
7 implementations
Open teamBUILD LIBRARY
Find a job. Pick a platform. Build it.
Free prompts, workflows, code, and MCP packs for builders — across Ollama, LM Studio, Open WebUI, n8n, CrewAI, LangGraph, and MCP. Marketplace ready-to-use teams are separate.
10 Teams · 70 implementations · 7 platforms · Verified 3 · Untested 67.
What is an AI Team? · Browse Teams · Library search below (aliases supported).
Library search — filters update this page only. Marketplace search is on the home page.
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Canonical Teams
Each Team is one job with runtime implementations. Open a Team, then choose a platform.
TeamEngineeringVerified 0Untested 7
Coding Review
Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands.
7 implementations
Open teamTeamMarketingVerified 1Untested 6
SEO Brief
Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context.
7 implementations
Open teamTeamContentVerified 1Untested 6
Writing
Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics.
7 implementations
Open teamTeamAnalyticsVerified 0Untested 7
Data Analysis
Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only.
7 implementations
Open teamTeamSupportVerified 0Untested 7
Support Triage
Classify an inbound message, propose a first reply hold, and flag escalation — human sends.
7 implementations
Open teamTeamOpsVerified 0Untested 7
Monitoring
Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step.
7 implementations
Open teamTeamDocumentationVerified 0Untested 7
Doc Review
Review docs for clarity, broken promises, and missing prerequisites before publish.
7 implementations
Open teamTeamSalesVerified 0Untested 7
Lead Research
Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts.
7 implementations
Open teamTeamProductivityVerified 0Untested 7
Personal Assistant
Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone.
7 implementations
Open teamAll canonical Teams CrewAI AI Team sketches registry.json GitHub registry
Index
| Item | Type | Platform | Use case | Status |
|---|---|---|---|---|
| Coding Review — CrewAI Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | AI Team | CrewAI | Engineering | Untested |
| Data Analysis — CrewAI Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (CrewAI multi-age | AI Team | CrewAI | Analytics | Untested |
| Deep Research — CrewAI Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (CrewAI m | AI Team | CrewAI | Research | Untested |
| Doc Review — CrewAI Review docs for clarity, broken promises, and missing prerequisites before publish. (CrewAI multi-agent Python sketch fo | AI Team | CrewAI | Documentation | Untested |
| Lead Research — CrewAI Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (CrewAI multi-agent Py | AI Team | CrewAI | Sales | Untested |
| Monitoring Check — CrewAI Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (CrewAI | AI Team | CrewAI | Ops | Untested |
| Personal Assistant — CrewAI Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (CrewAI multi-ag | AI Team | CrewAI | Productivity | Untested |
| SEO Brief — CrewAI Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (CrewAI multi-agent | AI Team | CrewAI | Marketing | Untested |
| Support Triage — CrewAI Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (CrewAI multi-agent Python s | AI Team | CrewAI | Support | Untested |
| Writing Draft — CrewAI Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (CrewAI multi-agent | AI Team | CrewAI | Content | Untested |
| Coding Review — LangGraph Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | Code | LangGraph | Engineering | Untested |
| Data Analysis — LangGraph Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (LangGraph statef | Code | LangGraph | Analytics | Untested |
| Deep Research — LangGraph Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (LangGrap | Code | LangGraph | Research | Untested |
| Doc Review — LangGraph Review docs for clarity, broken promises, and missing prerequisites before publish. (LangGraph stateful graph with a hum | Code | LangGraph | Documentation | Untested |
| Lead Research — LangGraph Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (LangGraph stateful gr | Code | LangGraph | Sales | Untested |
| Monitoring Check — LangGraph Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (LangGr | Code | LangGraph | Ops | Untested |
| Personal Assistant — LangGraph Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (LangGraph state | Code | LangGraph | Productivity | Untested |
| SEO Brief — LangGraph Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (LangGraph stateful | Code | LangGraph | Marketing | Untested |
| Support Triage — LangGraph Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (LangGraph stateful graph wi | Code | LangGraph | Support | Untested |
| Writing Draft — LangGraph Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (LangGraph stateful | Code | LangGraph | Content | Untested |
| Coding Review — MCP Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | MCP | MCP | Engineering | Untested |
| Data Analysis — MCP Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (MCP-oriented too | MCP | MCP | Analytics | Untested |
| Deep Research — MCP Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (MCP-orie | MCP | MCP | Research | Untested |
| Doc Review — MCP Review docs for clarity, broken promises, and missing prerequisites before publish. (MCP-oriented tool + prompt pack (re | MCP | MCP | Documentation | Untested |
| Lead Research — MCP Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (MCP-oriented tool + p | MCP | MCP | Sales | Untested |
| Monitoring Check — MCP Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (MCP-or | MCP | MCP | Ops | Untested |
| Personal Assistant — MCP Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (MCP-oriented to | MCP | MCP | Productivity | Untested |
| SEO Brief — MCP Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (MCP-oriented tool | MCP | MCP | Marketing | Untested |
| Support Triage — MCP Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (MCP-oriented tool + prompt | MCP | MCP | Support | Untested |
| Writing Draft — MCP Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (MCP-oriented tool + | MCP | MCP | Content | Untested |
| Coding Review — LM Studio Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | Prompt | LM Studio | Engineering | Untested |
| Coding Review — Ollama Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | Prompt | Ollama | Engineering | Untested |
| Coding Review — Open WebUI Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | Prompt | Open WebUI | Engineering | Untested |
| Data Analysis — LM Studio Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (LM Studio system | Prompt | LM Studio | Analytics | Untested |
| Data Analysis — Ollama Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (Ollama Modelfile | Prompt | Ollama | Analytics | Untested |
| Data Analysis — Open WebUI Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (Open WebUI syste | Prompt | Open WebUI | Analytics | Untested |
| Deep Research — LM Studio Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (LM Studi | Prompt | LM Studio | Research | Untested |
| Deep Research — Ollama Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (Ollama M | Prompt | Ollama | Research | Verified |
| Deep Research — Open WebUI Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (Open Web | Prompt | Open WebUI | Research | Untested |
| Doc Review — LM Studio Review docs for clarity, broken promises, and missing prerequisites before publish. (LM Studio system prompt + local ser | Prompt | LM Studio | Documentation | Untested |
| Doc Review — Ollama Review docs for clarity, broken promises, and missing prerequisites before publish. (Ollama Modelfile + chat prompt for | Prompt | Ollama | Documentation | Untested |
| Doc Review — Open WebUI Review docs for clarity, broken promises, and missing prerequisites before publish. (Open WebUI system prompt / custom a | Prompt | Open WebUI | Documentation | Untested |
| Lead Research — LM Studio Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (LM Studio system prom | Prompt | LM Studio | Sales | Untested |
| Lead Research — Ollama Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (Ollama Modelfile + ch | Prompt | Ollama | Sales | Untested |
| Lead Research — Open WebUI Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (Open WebUI system pro | Prompt | Open WebUI | Sales | Untested |
| Monitoring Check — LM Studio Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (LM Stu | Prompt | LM Studio | Ops | Untested |
| Monitoring Check — Ollama Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (Ollama | Prompt | Ollama | Ops | Untested |
| Monitoring Check — Open WebUI Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (Open W | Prompt | Open WebUI | Ops | Untested |
| Personal Assistant — LM Studio Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (LM Studio syste | Prompt | LM Studio | Productivity | Untested |
| Personal Assistant — Ollama Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (Ollama Modelfil | Prompt | Ollama | Productivity | Untested |
| Personal Assistant — Open WebUI Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (Open WebUI syst | Prompt | Open WebUI | Productivity | Untested |
| SEO Brief — LM Studio Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (LM Studio system p | Prompt | LM Studio | Marketing | Untested |
| SEO Brief — Ollama Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (Ollama Modelfile + | Prompt | Ollama | Marketing | Verified |
| SEO Brief — Open WebUI Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (Open WebUI system | Prompt | Open WebUI | Marketing | Untested |
| Support Triage — LM Studio Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (LM Studio system prompt + l | Prompt | LM Studio | Support | Untested |
| Support Triage — Ollama Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (Ollama Modelfile + chat pro | Prompt | Ollama | Support | Untested |
| Support Triage — Open WebUI Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (Open WebUI system prompt / | Prompt | Open WebUI | Support | Untested |
| Writing Draft — LM Studio Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (LM Studio system pr | Prompt | LM Studio | Content | Untested |
| Writing Draft — Ollama Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (Ollama Modelfile + | Prompt | Ollama | Content | Verified |
| Writing Draft — Open WebUI Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (Open WebUI system p | Prompt | Open WebUI | Content | Untested |
| Coding Review — n8n Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands | Workflow | n8n | Engineering | Untested |
| Data Analysis — n8n Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only. (n8n workflow rec | Workflow | n8n | Analytics | Untested |
| Deep Research — n8n Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (n8n work | Workflow | n8n | Research | Untested |
| Doc Review — n8n Review docs for clarity, broken promises, and missing prerequisites before publish. (n8n workflow recipe (Manual Trigger | Workflow | n8n | Documentation | Untested |
| Lead Research — n8n Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts. (n8n workflow recipe ( | Workflow | n8n | Sales | Untested |
| Monitoring Check — n8n Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step. (n8n wo | Workflow | n8n | Ops | Untested |
| Personal Assistant — n8n Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone. (n8n workflow re | Workflow | n8n | Productivity | Untested |
| SEO Brief — n8n Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (n8n workflow recip | Workflow | n8n | Marketing | Untested |
| Support Triage — n8n Classify an inbound message, propose a first reply hold, and flag escalation — human sends. (n8n workflow recipe (Manual | Workflow | n8n | Support | Untested |
| Writing Draft — n8n Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (n8n workflow recipe | Workflow | n8n | Content | Untested |
Use-cases × platforms
| Use-case | Platforms |
|---|---|
| Deep Research Research | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Coding Review Engineering | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| SEO Brief Marketing | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Writing Content | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Data Analysis Analytics | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Support Triage Support | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Monitoring Ops | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Doc Review Documentation | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Lead Research Sales | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
| Personal Assistant Productivity | ollama · lm-studio · open-webui · n8n · crewai · langgraph · mcp |
Library vs marketplace
Library = free registry / build ingredients.
Teams / Markets = ready-to-use commercial Team pages (register gate unchanged).