nuday-ai/nuday-complete-readonly

Evaluate agents via the NuDay Evaluations MCP server — run a suite of scored test cases against an agent and poll the results. Use to measure an agent's quality, and to A/B compare changes.

Reference for an agent-template repo (the working directory the coding agent is operating in, when it follows the agent-template layout): how to add agents, skills, guardrails, guidelines, and tools, plus the av CLI and GitHub Actions deploy flow. Use whenever editing or extending such a repo.

Test a NuDay agent by sending it real messages and inspecting the reply, right after building or configuring it. Use to verify an agent works — its prompt, tools, knowledge, and LLM — before sharing it with users.

Integrate with external APIs and services. Use when connecting to REST APIs, handling authentication, or processing API responses.

Read and manage pages, spaces, and content in Atlassian Confluence. Use when the user wants to search documentation, create wiki pages, or manage knowledge base content.

Manage issues, projects, and boards in Atlassian Jira. Use when the user wants to create, update, or search issues, manage sprints, or track project progress.

Perform systematic code reviews with best practices. Use when reviewing pull requests, examining code quality, or suggesting improvements to existing code.

Generate Word documents with headings, tables, and rich formatting

Generate professional PDF documents with headers, tables, and formatting

Analyze datasets and extract insights. Use when exploring data, creating reports, or identifying patterns and trends.

Systematic debugging and troubleshooting. Use when investigating bugs, analyzing error logs, or diagnosing issues in applications.

Create and manage Docker containers and compose files. Use when containerizing applications, writing Dockerfiles, or managing multi-container setups.

Manage Git workflows and version control. Use when working with branches, reviewing commits, resolving conflicts, or managing releases.

Browse repositories, read files, search code, and manage issues and pull requests on GitHub via the GitHub connector (MCP). Use when the user wants to explore a repo, triage or file issues, comment on work, or review pull requests.

Read and send emails via Gmail MCP tools. Use when the user wants to check their inbox, read emails, send messages, reply to threads, or manage labels.

Manage Google Calendar events via MCP tools. Use when the user wants to check their schedule, create meetings, update events, or manage calendar availability.

Read and manage Google Contacts via MCP tools. Use when the user wants to look up contact information, add new contacts, or update existing contact details.

Read and edit Google Docs documents via MCP tools. Use when the user wants to view document content, create new documents, or insert and edit text.

Read and manage files in Google Drive via MCP tools. Use when the user wants to find files, upload or download documents, create folders, or manage sharing.

Read and edit Google Sheets spreadsheets via MCP tools. Use when the user wants to view spreadsheet data, update cells, create new spreadsheets, or analyze tabular data.

Manage Google Tasks via MCP tools. Use when the user wants to view their to-do list, create tasks, mark tasks complete, or organize tasks with due dates.

Manage Guardrails — list, create, update, and delete agent safety guardrails using the Guardrails Manager MCP server. Use when an agent needs to browse available guardrails, define new safety policies, or maintain the guardrails registry.

Manage Guidelines — list, create, update, and delete agent behavioral guidelines using the Guidelines Manager MCP server. Use when an agent needs to browse available guidelines, define new behavioral rules, or maintain the guidelines registry.

Create, populate, query, and delete Knowledge Bases (RAG collections) via the NuDay Manager MCP server. Use when an agent needs to set up retrieval-augmented generation — build a knowledge base, ingest text into it, then attach it to an agent for grounded answers.

Build Model Context Protocol (MCP) servers and tools. Use when creating custom MCP servers, defining tools, or integrating MCP capabilities.

Read and manage files in Microsoft OneDrive. Use when the user wants to browse, upload, download, or organize files in OneDrive.

Read and manage Outlook Calendar events and scheduling. Use when the user wants to view, create, or manage calendar events in Microsoft Outlook.

Read and send emails via Microsoft Outlook / Exchange Online. Use when the user wants to manage their Outlook inbox, compose emails, or search messages.

Send messages, manage channels, and access teams in Microsoft Teams. Use when the user wants to communicate or collaborate through Teams.

Read and manage pages, databases, and content in Notion workspaces. Use when the user wants to search, create, or update Notion pages and databases.

Build and configure NuDay agents using the MCP tools. Use when creating new agents, updating agent configurations, or assembling agents from available resources like tools, skills, guardrails, guidelines, plugins, MCP servers, and knowledge bases.

Build, deploy, and operate NuDay apps (static sites, Streamlit, FastAPI, Flask, Node, hosted MCP servers, Postgres-backed apps) whose source lives in a tenant workspace. Use when a user wants to create, publish, update, debug, or roll back a deployed web app via the NuDay Apps, Workspace Files, and Web Tools MCP servers.

Reference for an org-template repo (the working directory the coding agent is operating in, when it follows the org-template layout): how to manage tenant-wide config (LLM providers, configs, rate limits, skills, guardrails, users, alerting) and the av org CLI deploy flow. Use whenever editing or extending such a repo.

Extract text, tables, and metadata from PDF documents

Access and manage CRM data in Salesforce. Use when the user wants to query leads, contacts, opportunities, cases, or manage CRM records.

Build, test, list, update, and delete cryptographically signed Secure Tools via the AV Manager MCP server — including executing a tool with sample args to verify it works. Use when an agent needs to author new tool definitions, test them, or maintain the tool registry.

Perform security reviews and vulnerability assessments. Use when auditing code for security issues, reviewing authentication, or checking for common vulnerabilities.

Create new agent skills following the Agent Skills specification

Manage Skills — list, create, update, and delete agent skill definitions using the Skills Manager MCP server. Use when an agent needs to browse available skills, author new instruction sets, or maintain the skills registry.

Read and send messages, manage channels, and access workspace data in Slack. Use when the user wants to communicate or collaborate through Slack.

Write and optimize SQL queries. Use when creating database queries, optimizing performance, or designing schemas.

Summarize documents and long-form content using multi-pass strategies

Create automated workflows and scripts. Use when automating repetitive tasks, creating scheduled jobs, or building workflow pipelines.

Write clear technical communications including emails, reports, and status updates. Use when communicating technical information to stakeholders or team members.

Create clear technical documentation including READMEs, API docs, and architecture guides. Use when documenting code, APIs, systems, or processes.

Create comprehensive testing strategies and write tests. Use when designing test suites, writing unit tests, integration tests, or end-to-end tests.