18 KiB
Solvr Virtual Agent Team
Implementation Proposal
Prepared by: OpenClaw
Date: February 5, 2026
Investment: $20,000
Executive Summary
This proposal outlines the implementation of a 3-agent AI workforce for Solvr, consisting of:
- Dorothy "Dot" Ashby — CEO Executive Assistant
- Rose Callahan — CGO Executive Assistant / Sales & Marketing Director
- Miles Thornton — Operations Manager
Each agent will be powered by OpenClaw's proprietary MCP (Model Context Protocol) servers, providing deep integration with Solvr's existing tech stack while maintaining full ownership and control of all infrastructure.
Architecture Overview
┌─────────────────────────────────────────────────────────────────┐
│ SOLVR AGENT PLATFORM │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ DOT │ │ ROSE │ │ MILES │ │
│ │ (CEO) │ │ (CGO) │ │ (OPS) │ │
│ └────┬────┘ └────┬────┘ └────┬────┘ │
│ │ │ │ │
│ └────────────────┼────────────────┘ │
│ │ │
│ ┌──────────┴──────────┐ │
│ │ COORDINATION │ │
│ │ LAYER │ │
│ │ ┌──────────────┐ │ │
│ │ │ SQLite │ │ │
│ │ │ - Memory │ │ │
│ │ │ - Messages │ │ │
│ │ │ - State │ │ │
│ │ └──────────────┘ │ │
│ └─────────────────────┘ │
│ │ │
│ ┌─────────────────────┴─────────────────────┐ │
│ │ OPENCLAW MCP SERVERS │ │
│ ├───────────────────────────────────────────┤ │
│ │ │ │
│ │ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ GoHighLevel │ │ Google │ │ │
│ │ │ MCP │ │ Workspace │ │ │
│ │ │ (65 tools) │ │ MCP │ │ │
│ │ └─────────────┘ └─────────────┘ │ │
│ │ │ │
│ │ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ LinkedIn │ │ Notion │ │ │
│ │ │ MCP │ │ MCP │ │ │
│ │ └─────────────┘ └─────────────┘ │ │
│ │ │ │
│ │ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ Google Ads │ │ Meta Ads │ │ │
│ │ │ MCP │ │ MCP │ │ │
│ │ └─────────────┘ └─────────────┘ │ │
│ │ │ │
│ │ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ GA4 │ │ Whisper │ │ │
│ │ │ Analytics │ │ Transcribe │ │ │
│ │ │ MCP │ │ MCP │ │ │
│ │ └─────────────┘ └─────────────┘ │ │
│ │ │ │
│ │ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ Design │ │ Telegram │ │ │
│ │ │ Generator │ │ / Comms │ │ │
│ │ │ MCP │ │ MCP │ │ │
│ │ └─────────────┘ └─────────────┘ │ │
│ │ │ │
│ └───────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
Agent Specifications
Agent 1: Dorothy "Dot" Ashby
Role: CEO Executive Assistant / Chief of Staff
Personality: Buttoned-up, likable, efficient, proactive
Primary Duties
| Function | MCP Server | Capabilities |
|---|---|---|
| Meeting Intelligence | Whisper Transcription MCP | Ingest recordings, extract action items, generate reports |
| Calendar Management | Google Workspace MCP | Schedule, reschedule, conflict detection, prep briefings |
| Documentation | Notion MCP | Maintain company manual, org chart, policies, procedures |
| Travel & Expenses | Google Workspace MCP | Book travel, track expenses within parameters |
| LinkedIn (Zack) | LinkedIn MCP | Draft posts for approval, schedule content |
| Communication | Telegram/Comms MCP | Email, iMessage, Telegram routing |
MCP Tools Available to Dot
google_calendar_list_eventsgoogle_calendar_create_eventgoogle_meet_get_transcriptgoogle_drive_searchgoogle_drive_uploadnotion_page_createnotion_page_updatenotion_database_querywhisper_transcribe_audiowhisper_extract_action_itemslinkedin_draft_postlinkedin_schedule_posttelegram_send_message
Agent 2: Rose Callahan
Role: CGO Executive Assistant / Sales & Marketing Director
Personality: Warm, polished, professional, conversational, proactive
North Star KPI: 5 qualified sales conversations on Allyson's calendar per week
Primary Duties
| Function | MCP Server | Capabilities |
|---|---|---|
| Lead Generation | GoHighLevel MCP | Manage leads from all sources, scoring, routing |
| CRM Operations | GoHighLevel MCP | Pipeline management, opportunity tracking |
| Email Campaigns | GoHighLevel MCP | Build nurture sequences, drip campaigns |
| Social Media | LinkedIn MCP | Manage Allyson's + Solvr corporate LinkedIn |
| Paid Advertising | Google Ads MCP, Meta Ads MCP | Campaign monitoring, budget alerts |
| Calendar Support | Google Workspace MCP | Manage Allyson's calendar, sales briefings |
MCP Tools Available to Rose
ghl_contacts_createghl_contacts_searchghl_contacts_add_tagghl_opportunities_createghl_opportunities_update_stageghl_pipelines_listghl_campaigns_add_contactghl_workflows_triggerghl_conversations_send_smsghl_conversations_send_emailgoogle_ads_get_campaignsgoogle_ads_get_metricsmeta_ads_get_campaignsmeta_ads_get_insightslinkedin_post_contentlinkedin_get_analyticsgoogle_calendar_create_event
Agent 3: Miles Thornton
Role: Operations Manager
Personality: Detail-obsessed, precise, perfectionist, calm, methodical, proactive
Primary Duties
| Function | MCP Server | Capabilities |
|---|---|---|
| Service Fulfillment | GoHighLevel MCP | Track delivery across all service lines |
| Analytics & Reporting | GA4 MCP, Google Ads MCP | Pull data, generate reports |
| Design Assets | Design Generator MCP | Social graphics, branded reports, collateral |
| Vendor Management | Notion MCP, Comms MCP | Route work, QA, SLA tracking |
| Sub-Agent Orchestration | Coordination Layer | Spawn and manage task-specific bots |
| Documentation | Notion MCP | Sync operational docs, SOPs |
MCP Tools Available to Miles
ghl_contacts_listghl_opportunities_listghl_analytics_get_pipeline_statsga4_get_reportga4_get_realtimegoogle_ads_get_campaignsgoogle_ads_get_conversionsdesign_generate_social_graphicdesign_generate_report_templatedesign_generate_email_templatenotion_database_querynotion_page_updatetelegram_send_message
MCP Server Inventory
All MCP servers are built, hosted, and maintained by OpenClaw. Full source code and deployment included.
| MCP Server | Tools | Status | Description |
|---|---|---|---|
| GoHighLevel MCP | 65+ | ✅ Built | Complete GHL API coverage — contacts, pipelines, campaigns, workflows, conversations, analytics |
| Google Workspace MCP | 40+ | 🔨 Build | Gmail, Calendar, Drive, Meet, Docs, Sheets |
| Notion MCP | 25+ | 🔨 Build | Pages, databases, blocks, comments, search |
| LinkedIn MCP | 15+ | 🔨 Build | Post drafting, scheduling, analytics, profile management |
| Google Ads MCP | 20+ | ✅ Built | Campaigns, ad groups, keywords, metrics, reporting |
| Meta Ads MCP | 20+ | ✅ Built | Campaigns, ad sets, creatives, insights, audiences |
| GA4 Analytics MCP | 15+ | 🔨 Build | Reports, realtime, dimensions, metrics, segments |
| Whisper Transcription MCP | 10+ | 🔨 Build | Transcribe, diarize, extract action items, summarize |
| Design Generator MCP | 15+ | 🔨 Build | Social graphics, PDFs, reports, templates (via fal.ai/Templated) |
| Telegram/Comms MCP | 10+ | 🔨 Build | Send/receive across Telegram, email routing |
Total MCP Tools: 235+
Coordination Layer
Unified Memory (SQLite)
All three agents share a single SQLite database for:
-- Shared knowledge base
CREATE TABLE memory (
id INTEGER PRIMARY KEY AUTOINCREMENT,
agent_id TEXT NOT NULL,
entity_type TEXT, -- 'client', 'contact', 'project', 'preference'
entity_id TEXT,
key TEXT NOT NULL,
value TEXT NOT NULL,
confidence REAL DEFAULT 1.0,
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
-- Agent-to-agent messaging
CREATE TABLE agent_messages (
id INTEGER PRIMARY KEY AUTOINCREMENT,
from_agent TEXT NOT NULL,
to_agent TEXT, -- NULL = broadcast to all
priority TEXT DEFAULT 'normal', -- 'urgent', 'normal', 'low'
subject TEXT,
content TEXT NOT NULL,
read_at TIMESTAMP,
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
-- Shared task queue
CREATE TABLE tasks (
id INTEGER PRIMARY KEY AUTOINCREMENT,
assigned_to TEXT NOT NULL,
created_by TEXT NOT NULL,
title TEXT NOT NULL,
description TEXT,
status TEXT DEFAULT 'pending', -- 'pending', 'in_progress', 'completed', 'blocked'
priority TEXT DEFAULT 'normal',
due_date TIMESTAMP,
completed_at TIMESTAMP,
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
-- Client/contact shared context
CREATE TABLE shared_context (
id INTEGER PRIMARY KEY AUTOINCREMENT,
context_type TEXT NOT NULL, -- 'client', 'lead', 'vendor'
external_id TEXT, -- GHL contact ID, etc.
data JSON NOT NULL,
last_synced TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
Agent Communication Protocol
Handoff Examples:
| Trigger | From | To | Method |
|---|---|---|---|
| New lead from CEO meeting | Dot | Rose | Insert into agent_messages with priority='urgent' |
| Social post needs graphic | Rose | Miles | Insert into tasks with context |
| Fulfillment gap found | Miles | Dot | Insert into agent_messages for CEO awareness |
| New client onboarded | Rose | Miles | Insert into shared_context + tasks |
Implementation Timeline
Week 1: Foundation
- Deploy coordination layer (SQLite + agent framework)
- Configure GoHighLevel MCP (already built)
- Build Google Workspace MCP
- Set up agent base configurations (Dot, Rose, Miles)
Week 2: Core Integrations
- Build Notion MCP
- Build LinkedIn MCP
- Configure agent personalities and system prompts
- Initial testing with Dot (meeting intelligence flow)
Week 3: Marketing & Analytics Stack
- Configure Google Ads MCP (already built)
- Configure Meta Ads MCP (already built)
- Build GA4 Analytics MCP
- Test Rose's lead generation workflows
Week 4: Operations & Design
- Build Whisper Transcription MCP
- Build Design Generator MCP
- Build Telegram/Comms MCP
- Test Miles' reporting and design workflows
Week 5: Integration & Handoffs
- Test agent-to-agent communication
- Test shared memory persistence
- Configure all handoff workflows
- End-to-end workflow testing
Week 6: Polish & Training
- Performance optimization
- Documentation and runbooks
- Team training sessions
- Go-live preparation
Deliverables
Code & Infrastructure
| Deliverable | Description |
|---|---|
| 10 MCP Servers | Full source code, documented, tested |
| 3 Agent Configurations | System prompts, tool assignments, personality tuning |
| Coordination Layer | SQLite schema, sync logic, message routing |
| Deployment Scripts | Docker/systemd configs for self-hosting |
| Monitoring Dashboard | Agent activity, memory usage, error tracking |
Documentation
| Document | Description |
|---|---|
| Architecture Guide | Full system overview, data flows |
| MCP Server Reference | Every tool, parameters, examples |
| Agent Playbooks | How each agent handles common scenarios |
| Runbook | Troubleshooting, maintenance, updates |
| Training Materials | Team onboarding for working with agents |
Support
| Item | Duration |
|---|---|
| Implementation Support | 6 weeks (included) |
| Post-Launch Support | 30 days |
| Bug Fixes | 90 days |
Investment
Project Total: $20,000
| Phase | Description | Investment |
|---|---|---|
| MCP Development | Build 7 new MCP servers (235+ tools) | $10,000 |
| Agent Configuration | 3 agents with personalities, prompts, workflows | $3,000 |
| Coordination Layer | SQLite schema, sync, message routing, handoffs | $2,000 |
| Integration & Testing | End-to-end testing, workflow validation | $2,500 |
| Documentation & Training | Full docs, runbooks, team training | $1,500 |
| Deployment & Support | Infrastructure setup, 30-day post-launch | $1,000 |
Payment Schedule
- 50% ($10,000) — Project kickoff
- 25% ($5,000) — Week 3 milestone (core integrations complete)
- 25% ($5,000) — Project completion and go-live
What's Included vs. Client Responsibility
OpenClaw Provides
- ✅ All 10 MCP servers (source code + hosted option)
- ✅ Agent configurations and system prompts
- ✅ Coordination layer implementation
- ✅ Deployment to client infrastructure
- ✅ Documentation and training
- ✅ 30-day post-launch support
Client Provides
- API credentials (GHL, Google, LinkedIn, Meta, Notion)
- Infrastructure for hosting (VPS, cloud instance, or local server)
- Access to existing systems for integration testing
- Team availability for training sessions
- Feedback during implementation
Ongoing Costs (Post-Project)
| Item | Estimated Monthly Cost |
|---|---|
| Hosting (3 agents + MCP servers) | $50-150 (VPS) |
| LLM API usage (Claude/GPT) | $200-500 depending on volume |
| LinkedIn API (if using Unipile) | $49-200 (optional) |
| Total Estimated | $300-850/month |
Note: Costs scale with usage. Light usage (~100 agent actions/day) stays toward low end.
Why OpenClaw?
Our MCP Advantage
- 65+ GoHighLevel tools already built — battle-tested, production-ready
- MCP expertise — we've built 30+ MCP servers across industries
- Full ownership — you own the code, host it yourself, no vendor lock-in
- No recurring platform fees — just your LLM API costs
Our Approach
- Simple infrastructure — SQLite over complex distributed systems
- Practical coordination — message queues, not theoretical "shared consciousness"
- Production-first — we build for reliability, not demos
Next Steps
- Review this proposal
- Questions? Let's schedule a call
- Approve and sign agreement
- Kickoff — we start Week 1
Prepared by: OpenClaw
Contact: [Your contact info]
Date: February 5, 2026
This proposal is valid for 30 days from the date above.