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Sally Skills

Sally Skills

by a1c-ai-agent

365 downloads

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GitHub

Description

Plug Sally AI into your agent. The clinical-grade health intelligence behind A1C Insights, Sally AI, now exposed as an MCP endpoint and REST API to your agent — 64+ biomarkers across Western clinical and TCM preventive frameworks. Authenticate, call the skills you need, get…

About

Details

Author: a1c-ai-agent
Downloads: 365
Categories: Other, AI, API

- Six distinct tools, each with a fixed per-call USD price.
- health_sync (FREE) pulls 64+ biomarkers from wearables and apps.
- chat_with_sally ($0.003) evidence-graded preventive health Q&A.
- analyze_lab_result ($0.008) OCR parses lipid, HbA1c, CBC, and more.
- food_journal ($0.004) grades meal photos with glucose-spike prediction.
- health_insights ($0.003) synthesized morning/afternoon/evening readouts.
- metabolic_overview ($0.005) CGM snapshot – TIR, variability, dawn phenomenon.

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Sally Skills

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

From the repository

1. Install A1C Insights on iPhone, sign in to A1C Console, and mint an API key starting with sk-sally-….
2. Drop the MCP server configuration (with the bearer key) into any MCP-aware client such as Claude Code, Claude Desktop, Cursor, or Manus.
3. Restart the agent – all six skills appear as callable tools. Smoke-test with a curl command against the health_sync skill.

`chat_with_sally`

Sally skill ($0.003/call)

`health_sync`

Sally skill ($0.001/call)

`analyze_lab_result`

Sally skill ($0.008/call)

`food_journal`

Sally skill ($0.004/call)

`health_insights`

Sally skill ($0.003/call)

`metabolic_overview`

Sally skill ($0.005/call)

`supplement_grading`

Sally skill ($0.008/call)

`search_health_knowledge`

Search Sally's preventive and metabolic health library and return matching source passages with citations. Covers clinical articles published by A1C plus NCCIH supplement monographs. Returns retrieved text for the caller to reason over; it does not write an answer or give medical advice.

`lookup_supplement_grade`

Look up a supplement by brand and product name in Sally's pre-graded corpus from the NIH Dietary Supplement Label Database, and return the stored grade, score and classification. If nothing matches closely, returns the nearest similar products with exact_match false. Cannot grade from a photo.

`lookup_food`

Look up nutrition for a named food or dish: macronutrients for the given portion plus Sally's Smart, Trap or Balance-with-Activity classification and its reasoning. Figures come from Open Food Facts and are estimates for a typical product of that name, not a specific branded item.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

McpServers

{
    "sally": {
        "url": "https://sally.a1c.io/mcp",
        "headers": {
            "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
        }
    }
}

Sally is an AI specialized in metabolic health, longevity, and biomarker intelligence. Sally is specialized for preventive approach. Sally Skills lets developers integrate Sally's specialized capabilities into AI agents throughSally Consoleusing REST APIs and MCP.

- 🩸Health Context— Understand 64+ biomarkers, including blood glucose, HbA1c, sleep, activity, vital signs, and environmental signals.
- 🧪Lab Analysis— Transform laboratory results into clinically meaningful metabolic health insights.
- 💊Supplement Stack Scoring— Score and evaluate supplement stacks for quality, effectiveness, and metabolic health considerations.
- 🥗Nutrition Analysis— Analyze meals and nutrients, identify healthier choices, and detect potential metabolic traps.
- 📈Metabolic Overview— Interpret continuous glucose monitor (CGM) data to reveal glucose patterns and metabolic health trends.
- 🌤️Daily Insights— Summarize daily health using sleep, vital signs, activity, and environmental data with personalized insights.
- 🩻Chest & Fracture X-ray Analysis— Analyze chest and musculoskeletal X-rays to assist in identifying clinically relevant findings.
- 📚Longevity Knowledge— Access Sally's curated metabolic health and longevity knowledge, combining evidence from Western medicine and Traditional Chinese Medicine (TCM).

Compatible with Claude Code, Claude Desktop, Cursor, OpenClaw, Hermes, Manus, Perplexity, and any AI framework that supports REST APIs or MCP.

- Sally— The AI specialized in metabolic health and longevity.
- A1C Insights— The consumer app where users connect their health data and chat with Sally through Ask Sally.
- Sally Console— The developer platformfor integrating Sally's capabilities into AI agents through REST APIs and MCP.

Before your agent can call any Sally skill, you (the human) need an A1C account and an API key. Two steps.

Step 1. Install A1C Insights and create your account

Visual walkthrough with annotated screenshots:https://console.a1c.io/docs.html#quickstart.

Why iOS first? Skills likemetabolic_overview,health_insights, andhealth_syncread CGM and wearable data the iPhone app collects via HealthKit. You can still usechat_with_sally,analyze_lab_result, andfood_journalwithout any wearable data, but the account itself is created on the iOS app.

Step 2. Mint your API key on console.a1c.io

You can mint multiple keys per A1C account, one per agent or device, and they all share the same wallet balance. Per-key usage stays auditable.

That's section 1 done. You now have:

- An A1C account linked to your iPhone app data.
- A funded wallet.
- Ansk-sally-…API key on your clipboard.

You have one key. Three ways to call Sally with it. Most agents only need the MCP path. Pick that unless you're scripting from the command line.

These seven skills go live the moment your key works (live list on console.a1c.io):

Coming soon on the roadmap:health_report,metabolic_risk_score,xray_skills, andpreventive_protocol.

See catalog/for the full per-skill data breakdown.

See protocols/mcp.mdfor the universal MCP setup,protocols/api.mdfor raw REST calls, and agents/for per-agent quick-starts.

Want your agent to pick the right Sally skill for any request without you having to think about it? Drop SKILL.mdinto the agent's system prompt or instructions field. It's a single file with deterministic routing rules, decision tables, chaining patterns, and anti-patterns. Works with any LLM-based agent or rule-based CLI.

See SKILL.mdfor the full agent decision layer.

Confirm your key works before configuring any agent:

curl -sS https://sally.a1c.io/v1/call \ -H "Authorization: Bearer sk-sally-…" \ -H "Content-Type: application/json" \ -d '{"skill":"health_sync","input":{}}' | jq .ok # → true

truemeans your key is live and can callhealth_sync(your first 10 calls each month are free). You're ready.

- Claude Code. Terminal coding assistant.
- Claude Desktop. macOS / Windows app.
- OpenClaw. Open-source agent CLI.
- Hermes. Agent runtime.
- Manus. Chinese agent platform.
- Perplexity. Search-first AI.

Don't see your agent? Most modern agents support MCP. See protocols/mcp.mdand use the universal config.

- Per-call pricing, no subscription. See the table above.health_syncincludes 10 free calls per month, then $0.001 per call.
- Wallet check is enforced before any call. Paid skills return402 payment_requiredif your balance is below the price, so there are no surprise charges.
- Top up via Stripe at https://console.a1c.io/billing. Card payments in USD.
- Every call writes an immutable row to your usage history. See it inconsole.a1c.iounderUsage.

- Your key is your identity. Sally never acceptsuser_uuid,email, or any other identifier from your agent's request body, only theAuthorization: Bearer sk-sally-…header. No agent can impersonate another user.
- Lab PDFs and meal photos are never persisted by Sally. They flow agent → gateway → AI service → response, with no S3 or GCS upload.
- Output schemas are allowlists. Sally's response only ever contains the fields explicitly named in each skill's docs. No accidental column leak from internal databases.
- Revoke instantly atconsole.a1c.iounderAPI Keys → Revoke. The old key becomes invalid on its next request.

- Skill catalog with field-level docs:catalog/
- Auto-routing layer:SKILL.md
- Email:ai@sallya1c.com

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Install

{
    "mcpServers": {
        "sally skills": {
            "sally": {
                "url": "https://sally.a1c.io/mcp",
                "headers": {
                    "Authorization": "Bearer <YOUR_SK_SALLY_KEY>"
                }
            }
        }
    }
}

Description

About

Details

Jump to

Setting up with Highlight

From the repository

chat_with_sally

health_sync

analyze_lab_result

food_journal

health_insights

metabolic_overview

supplement_grading

search_health_knowledge

lookup_supplement_grade

lookup_food

Claude Desktop / Cursor

McpServers

Step 1. Install A1C Insights and create your account

Step 2. Mint your API key on console.a1c.io

Install

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`chat_with_sally`

`health_sync`

`analyze_lab_result`

`food_journal`

`health_insights`

`metabolic_overview`

`supplement_grading`

`search_health_knowledge`

`lookup_supplement_grade`

`lookup_food`