LoyalGov

LoyalGov is the leading government contracting AI software solution.

LoyalGov WorkBench

MCP HTTP

Mermaid Chart

Web Search

Perplexity Search

read_web_page_content

Read the content of a web page via its URL.

Web Page Scraper

pluginServer

Youtube_Transcriber

Input a YouTube URL to get back the video title, channel name and transcript of the YouTube video at the URL.

Youtube Transcriber

render_diagram

Generate a diagram using Mermaid.js (version 10.x). This can be used to render various types of diagrams, including Flowchart, Sequence Diagram, Class Diagram, State Diagram, Entity Relationship Diagram, User Journey, Gantt, Pie Chart, Quadrant Chart, Requirement Diagram, Gitgraph Diagram, C4 Diagram, Mindmaps, Timeline, Zenuml, Sankey, XYChart, Block Diagram, etc.

Diagram

CSV Generator

image_generator

Generate high-quality images using OpenAI's GPT-Image-1 model. Provide a detailed description of what you want to see in the image. The model will generate the image based on your description.

After calling this function, the output image will be shown to the user automatically in markdown format. The image is returned as a base64-encoded string that can be displayed directly in the chat.

Image Generation

get_current_date_info_los_angeles

Retrieves current date and time information for Los Angeles along with related temporal data.

Date & Time (PST)

Google Calendar - Create Event

Google Calendar - Update Event

Google Calendar - Search Events

Google Calendar - Delete Event

Google Drive - Create Blank Doc

Google Drive - Add Content to Doc

Google Drive - Search Files

Google Drive - Delete File/Folder

SAM.gov - Search Opportunities (Fixed Date)

Research Plan

Use this tool to create and manage a structured task list for your current research session. This helps track progress, organize complex investigations, and demonstrate thoroughness.

### When to Use This Tool

Use proactively for:
1. Complex multi-step research (3+ distinct phases)
2. Non-trivial investigations requiring careful planning
3. User explicitly requests research todo list
4. User provides multiple research topics (numbered/comma-separated)
5. After receiving new research instructions - capture requirements as todos (use merge=false to add new ones)
6. After completing research phases - mark complete with merge=true and add follow-ups
7. When starting new research areas - mark as in_progress (ideally only one at a time)

### When NOT to Use

Skip for:
1. Single, straightforward questions
2. Trivial lookups with no organizational benefit
3. Research completable in < 3 trivial steps
4. Purely conversational/clarification requests
5. Don't add a task to verify findings unless asked, or you'll overfocus on validation

### Examples

<example>
  User: Research the impact of climate change on Arctic wildlife
  Assistant: *Creates todo list:*
  1. Analyze temperature trends in Arctic regions
  2. Identify key Arctic species and habitats
  3. Review scientific studies on wildlife impacts
  4. Synthesize findings and correlations
<reasoning>
  Multi-phase research with dependencies requiring systematic investigation.
</reasoning>
</example>

<example>
  User: Compare healthcare systems across Nordic countries
  Assistant: *Creates todo list with specific items for each country's system, funding models, outcomes, and comparative analysis*

<reasoning>
  Complex comparative research requiring systematic tracking across multiple systems.
</reasoning>
</example>

<example>
  User: Investigate renewable energy adoption, economic impacts, policy frameworks, and future projections.
  Assistant: *Creates todo list breaking down each research area into specific investigation tasks*

<reasoning>
  Multiple complex research areas provided as list requiring organized investigation management.
</reasoning>
</example>

<example>
  User: Research why my company's market share is declining - analyze competitors, market trends, customer feedback.
  Assistant: *Creates todo list: 1) Competitor analysis, 2) Market trend research, 3) Customer sentiment analysis, 4) Internal factor review, 5) Strategic recommendations*

<reasoning>
  Business analysis requires multiple research phases across different data sources.
</reasoning>
</example>

### Examples of When NOT to Use the Todo List

<example>
  User: What's the capital of France?
  Assistant: The capital of France is Paris.

<reasoning>
  Single trivial factual lookup completed in one step.
</reasoning>
</example>

<example>
  User: Explain what photosynthesis is.
  Assistant: Photosynthesis is the process by which plants convert sunlight into energy...

<reasoning>
  Informational request with no complex research investigation needed.
</reasoning>
</example>

<example>
  User: Find the current stock price of Apple.
  Assistant: *Looks up current AAPL price* Apple (AAPL) is currently trading at...

<reasoning>
  Single straightforward data lookup with immediate results.
</reasoning>
</example>

<example>
  User: What does GDP stand for?
  Assistant: GDP stands for Gross Domestic Product...

<reasoning>
  Simple definition request with no multi-step research required.
</reasoning>
</example>

### Task States and Management

1. **Research States:**
  - pending: Not yet started
  - in_progress: Currently investigating
  - completed: Research finished successfully
  - cancelled: No longer needed

2. **Research Management:**
  - Update status in real-time
  - Mark complete IMMEDIATELY after finishing each phase
  - Only ONE research area in_progress at a time
  - Complete current investigations before starting new ones

3. **Research Breakdown:**
  - Create specific, actionable investigation items
  - Break complex research into manageable phases
  - Use clear, descriptive research objectives

When in doubt, use this tool. Proactive research management demonstrates thoroughness and ensures complete investigation of requirements.

update_research_plan

Search Web

Search the web using SERP API (Google search engine) for real-time information about any topic. Use this tool when you need up-to-date information that might not be available in your training data, or when you need to verify current facts. The search results will include relevant snippets and URLs from web pages. This is particularly useful for questions about current events, technology updates, or any topic that requires recent information.

research_tool_search_web

Extract Web Page

Retrieves the text content of a web page in markdown format. When in Lightweight Mode, this tool returns an extracted content with only the answer based on the extractInstructions. When in Comprehensive Mode, this tool returns the full content of the web page.

extract_web_page

Read Full Web Page

Retrieves the full text content of a web page in markdown format, this will return the full content of the website that may be extremely long.

read_full_web_page_content

Deep Research

Federal contracting capability statement optimization expert

Capability Statement Coach

Content Agent

I need help breaking down a project into smaller tasks. Can you assist me?

Help me create a project plan for this assignment.

Master project timelines, task breakdown, and progress communication

Project Manager

I have gin, lemon, and honey. Can you suggest a cocktail?

What cocktail can I make with rum, pineapple juice, and mint?

How can I make a classic Martini? I have gin and vermouth.

Celebrate your wins! Apple Cider, Champagne, Cocktails. Craft the perfect celebration using the ingredients you have on hand!

Creative Mixologist

The Proposal Manager will create an outline for your proposal to ensure nothing is missed.

Proposal Manager

GovCon Events

Navigate the complexities of the Federal Acquisition Regulation (FAR).

FAR Assistance and Compliance

Generate compelling White Papers to best showcase your abilities.

White Paper Generator

Elevate your federal contracting presence with expert guidance.

SBA Profile Optimizer

I've formed my company and now need to register in SAM.gov - where do I start?

What information do I need to prepare before starting my SAM.gov registration?

I'm confused about the UEI and how it relates to my SAM registration - can you explain?

Can you help me select the right NAICS codes for my business?

Step-by-step guide for your SAM.gov registration.

SAM.gov Registration

Prompt Enhancer

Please process the attached transcript and provide a summary of the main discussion points.

Can you extract all action items and decisions logged in this meeting transcript?

What's the best way to structure notes from a long strategy call like the one attached?

Take this transcript and format it into standard meeting minutes.

Transcription Assistant

Your go-to expert for all things federal contracting. 

GovCon Coach

Professional Writer

Image Creation (Nano Banana Pro)

OMEGA - Agent Maker

How do I transition my military logistics experience into a government contracting business?

What certifications do I need as a woman veteran starting a GovCon business?

I work for a prime contractor now, but want to start my own competing business without burning bridges.

Help me understand how to find my first subcontracting opportunity with my IT background.

Veteran Transition Assistance

I want to start bidding on federal contracts - what business structure do I need to set up?

How do I register my company in SAM.gov to become a federal contractor?

What's the difference between a DUNS number and UEI, and how do I get one?

Which industries are most profitable for a new federal contractor to target?

Your guide to building strong federal contracting foundations.

Federal Contracting Foundation Builder

Kimi K2.6 is an open-source, native multimodal agentic model that advances practical capabilities in long-horizon coding, coding-driven design, proactive autonomous execution, and swarm-based task orchestration.

Kimi K2.6

GLM-5 is Z.ai's SOTA model targeting complex systems engineering and long-horizon agentic tasks. It uses a mixture of experts architecture, so it only activates 40 billion of its 744 billion parameters. This model uses Deepseek Sparse Attention to select only the most relevant tokens for attention, reducing the cost of long-context processing. GLM-5 continues improving on top of GLM-4.7 for coding and agentic use cases, and it's also great for document generation for enterprise workloads.

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