Mealie MCP Server for Agentic AI!
Project description
Mealie - A2A | AG-UI | MCP
Version: 0.12.1
Overview
Mealie MCP Server + A2A Server
It includes a Model Context Protocol (MCP) server and an out of the box Agent2Agent (A2A) agent
Manage your self-hosted Mealie instance through an MCP server!
This repository is actively maintained - Contributions are welcome!
Supports:
- User & Household Management
- Recipe Management (CRUD, Import, Ratings)
- Meal Planning (Organizer)
- Shopping Lists
- System Administration
- Safe search levels (where applicable)
- Pagination control
MCP
Available MCP Tools
This server utilizes dynamic Action-Routed tools to optimize token overhead and maximize IDE compatibility.
| Tool Name | Description |
|---|---|
mealie_admin |
Consolidated Action-Routed tool for admin. Methods: get_app_info, get_app_statistics, check_app_config, get_admin_users, post_admin_users, unlock_users, get_admin_users_item_id, put_admin_users_item_id, delete_admin_users_item_id, generate_token, get_admin_households, post_admin_households, get_admin_households_item_id, put_admin_households_item_id, delete_admin_households_item_id, get_admin_groups, post_admin_groups, get_admin_groups_item_id, put_admin_groups_item_id, delete_admin_groups_item_id, check_email_config, send_test_email, get_admin_backups, post_admin_backups, get_admin_backups_file_name, delete_admin_backups_file_name, upload_one, import_one, get_maintenance_summary, get_storage_details, clean_images, clean_temp, clean_recipe_folders, debug_openai |
mealie_app |
Consolidated Action-Routed tool for app. Methods: get_startup_info, get_app_theme |
mealie_explore |
Consolidated Action-Routed tool for explore. Methods: get_explore_groups_group_slug_foods, get_explore_groups_group_slug_foods_item_id, get_explore_groups_group_slug_households, get_household, get_explore_groups_group_slug_organizers_categories, get_explore_groups_group_slug_organizers_categories_item_id, get_explore_groups_group_slug_organizers_tags, get_explore_groups_group_slug_organizers_tags_item_id, get_explore_groups_group_slug_organizerss, get_explore_groups_group_slug_organizerss_item_id, get_explore_groups_group_slug_cookbooks, get_explore_groups_group_slug_cookbooks_item_id, get_explore_groups_group_slug_recipes, get_explore_groups_group_slug_recipes_suggestions, get_recipe |
mealie_groups |
Consolidated Action-Routed tool for groups. Methods: get_all_households, get_one_household, get_logged_in_user_group, get_group_members, get_group_member, get_group_preferences, update_group_preferences, get_storage, start_data_migration, get_groups_reports, get_groups_reports_item_id, delete_groups_reports_item_id, get_groups_labels, post_groups_labels, get_groups_labels_item_id, put_groups_labels_item_id, delete_groups_labels_item_id, seed_foods, seed_labels, seed_units |
mealie_households |
Consolidated Action-Routed tool for households. Methods: get_households_cookbooks, post_households_cookbooks, put_households_cookbooks, get_households_cookbooks_item_id, put_households_cookbooks_item_id, delete_households_cookbooks_item_id, get_households_events_notifications, post_households_events_notifications, get_households_events_notifications_item_id, put_households_events_notifications_item_id, delete_households_events_notifications_item_id, test_notification, get_households_recipe_actions, post_households_recipe_actions, get_households_recipe_actions_item_id, put_households_recipe_actions_item_id, delete_households_recipe_actions_item_id, trigger_action, get_logged_in_user_household, get_household_recipe, get_household_members, get_household_preferences, update_household_preferences, set_member_permissions, get_statistics, get_invite_tokens, create_invite_token, email_invitation, get_households_shopping_lists, post_households_shopping_lists, get_households_shopping_lists_item_id, put_households_shopping_lists_item_id, delete_households_shopping_lists_item_id, update_label_settings, add_recipe_ingredients_to_list, add_single_recipe_ingredients_to_list, remove_recipe_ingredients_from_list, get_households_shopping_items, post_households_shopping_items, put_households_shopping_items, delete_households_shopping_items, post_households_shopping_items_create_bulk, get_households_shopping_items_item_id, put_households_shopping_items_item_id, delete_households_shopping_items_item_id, get_households_webhooks, post_households_webhooks, rerun_webhooks, get_households_webhooks_item_id, put_households_webhooks_item_id, delete_households_webhooks_item_id, test_one, get_households_mealplans_rules, post_households_mealplans_rules, get_households_mealplans_rules_item_id, put_households_mealplans_rules_item_id, delete_households_mealplans_rules_item_id, get_households_mealplans, post_households_mealplans, get_todays_meals, create_random_meal, get_households_mealplans_item_id, put_households_mealplans_item_id, delete_households_mealplans_item_id |
mealie_organizer |
Consolidated Action-Routed tool for organizer. Methods: get_organizers_categories, post_organizers_categories, get_all_empty, get_organizers_categories_item_id, put_organizers_categories_item_id, delete_organizers_categories_item_id, get_organizers_categories_slug_category_slug, get_organizers_tags, post_organizers_tags, get_empty_tags, get_organizers_tags_item_id, put_organizers_tags_item_id, delete_recipe_tag, get_organizers_tags_slug_tag_slug, get_organizerss, post_organizerss, get_organizerss_item_id, put_organizerss_item_id, delete_organizerss_item_id, get_organizerss_slug_slug |
mealie_recipes |
Consolidated Action-Routed tool for recipes. Methods: get_recipe_formats_and_templates, get_recipe_as_format, test_parse_recipe_url, create_recipe_from_html_or_json, parse_recipe_url, parse_recipe_url_bulk, create_recipe_from_zip, create_recipe_from_image, get_recipes, post_recipes, put_recipes, patch_many, get_recipes_suggestions, get_recipes_slug, put_recipes_slug, patch_one, delete_recipes_slug, duplicate_one, update_last_made, scrape_image_url, update_recipe_image, delete_recipe_image, upload_recipe_asset, get_recipe_comments, bulk_tag_recipes, bulk_settings_recipes, bulk_categorize_recipes, bulk_delete_recipes, bulk_export_recipes, get_exported_data, get_exported_data_token, purge_export_data, get_shared_recipe, get_shared_recipe_as_zip, get_recipes_timeline_events, post_recipes_timeline_events, get_recipes_timeline_events_item_id, put_recipes_timeline_events_item_id, delete_recipes_timeline_events_item_id, update_event_image, get_comments, post_comments, get_comments_item_id, put_comments_item_id, post_parser_ingredient, parse_ingredient, parse_ingredients, get_foods, post_foods, put_foods_merge, get_foods_item_id, put_foods_item_id, delete_foods_item_id, get_units, post_units, put_units_merge, get_units_item_id, put_units_item_id, delete_units_item_id, get_recipe_img, get_recipe_timeline_event_img, get_recipe_asset, get_user_image, get_validation_text |
mealie_shared |
Consolidated Action-Routed tool for shared. Methods: get_shared_recipes, post_shared_recipes, get_shared_recipes_item_id, delete_shared_recipes_item_id |
mealie_users |
Consolidated Action-Routed tool for users. Methods: get_token, oauth_login, oauth_callback, refresh_token, logout, register_new_user, get_logged_in_user, get_logged_in_user_ratings, get_logged_in_user_rating_for_recipe, get_logged_in_user_favorites, update_password, update_user, forgot_password, reset_password, update_user_image, create, delete, get_ratings, get_favorites, set_rating, add_favorite, remove_favorite |
mealie_utils |
Consolidated Action-Routed tool for utils. Methods: download_file |
A2A Agent
This package also includes an A2A agent server that can be used to interact with the Mealie MCP server.
Architecture:
---
config:
layout: dagre
---
flowchart TB
subgraph subGraph0["Agent Capabilities"]
C["Agent"]
B["A2A Server - Uvicorn/FastAPI"]
D["MCP Tools"]
F["Agent Skills"]
end
C --> D & F
A["User Query"] --> B
B --> C
D --> E["Platform API"]
C:::agent
B:::server
A:::server
classDef server fill:#f9f,stroke:#333
classDef agent fill:#bbf,stroke:#333,stroke-width:2px
style B stroke:#000000,fill:#FFD600
style D stroke:#000000,fill:#BBDEFB
style F fill:#BBDEFB
style A fill:#C8E6C9
style subGraph0 fill:#FFF9C4
Component Interaction Diagram
sequenceDiagram
participant User
participant Server as A2A Server
participant Agent as Agent
participant Skill as Agent Skills
participant MCP as MCP Tools
User->>Server: Send Query
Server->>Agent: Invoke Agent
Agent->>Skill: Analyze Skills Available
Skill->>Agent: Provide Guidance on Next Steps
Agent->>MCP: Invoke Tool
MCP-->>Agent: Tool Response Returned
Agent-->>Agent: Return Results Summarized
Agent-->>Server: Final Response
Server-->>User: Output
Graph Architecture
This agent uses pydantic-graph orchestration for intelligent routing and optimal context management.
---
title: Mealie MCP Graph Agent
---
stateDiagram-v2
[*] --> RouterNode: User Query
RouterNode --> DomainNode: Classified Domain
RouterNode --> [*]: Low confidence / Error
DomainNode --> [*]: Domain Result
- RouterNode: A fast, lightweight LLM (e.g.,
nvidia/nemotron-3-super) that classifies the user's query into one of the specialized domains. - DomainNode: The executor node. For the selected domain, it dynamically sets environment variables to temporarily enable ONLY the tools relevant to that domain, creating a highly focused sub-agent (e.g.,
gpt-4o) to complete the request. This preserves LLM context and prevents tool hallucination.
Usage
MCP CLI
| Short Flag | Long Flag | Description |
|---|---|---|
| -h | --help | Display help information |
| -t | --transport | Transport method: 'stdio', 'http', or 'sse' [legacy] (default: stdio) |
| -s | --host | Host address for HTTP transport (default: 0.0.0.0) |
| -p | --port | Port number for HTTP transport (default: 8000) |
| --auth-type | Authentication type: 'none', 'static', 'jwt', 'oauth-proxy', 'oidc-proxy', 'remote-oauth' (default: none) | |
| --token-jwks-uri | JWKS URI for JWT verification | |
| --token-issuer | Issuer for JWT verification | |
| --token-audience | Audience for JWT verification | |
| --oauth-upstream-auth-endpoint | Upstream authorization endpoint for OAuth Proxy | |
| --oauth-upstream-token-endpoint | Upstream token endpoint for OAuth Proxy | |
| --oauth-upstream-client-id | Upstream client ID for OAuth Proxy | |
| --oauth-upstream-client-secret | Upstream client secret for OAuth Proxy | |
| --oauth-base-url | Base URL for OAuth Proxy | |
| --oidc-config-url | OIDC configuration URL | |
| --oidc-client-id | OIDC client ID | |
| --oidc-client-secret | OIDC client secret | |
| --oidc-base-url | Base URL for OIDC Proxy | |
| --remote-auth-servers | Comma-separated list of authorization servers for Remote OAuth | |
| --remote-base-url | Base URL for Remote OAuth | |
| --allowed-client-redirect-uris | Comma-separated list of allowed client redirect URIs | |
| --eunomia-type | Eunomia authorization type: 'none', 'embedded', 'remote' (default: none) | |
| --eunomia-policy-file | Policy file for embedded Eunomia (default: mcp_policies.json) | |
| --eunomia-remote-url | URL for remote Eunomia server |
A2A CLI
Endpoints
- Web UI:
http://localhost:8000/(if enabled) - A2A:
http://localhost:8000/a2a(Discovery:/a2a/.well-known/agent.json) - AG-UI:
http://localhost:8000/ag-ui(POST)
| Short Flag | Long Flag | Description |
|---|---|---|
| -h | --help | Display help information |
| --host | Host to bind the server to (default: 0.0.0.0) | |
| --port | Port to bind the server to (default: 9000) | |
| --reload | Enable auto-reload | |
| --provider | LLM Provider: 'openai', 'anthropic', 'google', 'huggingface' | |
| --model-id | LLM Model ID (default: nvidia/nemotron-3-super) | |
| --base-url | LLM Base URL (for OpenAI compatible providers) | |
| --api-key | LLM API Key | |
| --mcp-url | MCP Server URL (default: http://localhost:8000/mcp) | |
| --web | Enable Pydantic AI Web UI |
Using as an MCP Server
The MCP Server can be run in two modes: stdio (for local testing) or http (for networked access). To start the server, use the following commands:
Run in stdio mode (default):
mealie-mcp --transport "stdio"
Run in HTTP mode:
mealie-mcp --transport "http" --host "0.0.0.0" --port "8000"
AI Prompt:
Find a recipe for lasagna
AI Response:
Found 3 recipes for "lasagna":
1. Classic Meat Lasagna
2. Vegetable Lasagna
3. Spinach Lasagna Rolls
Agentic AI
mealie-mcp is designed to be used by Agentic AI systems. It provides a set of tools that allow agents to interact with Mealie.
Agent-to-Agent (A2A)
This package also includes an A2A agent server that can be used to interact with the Mealie MCP server.
CLI
| Argument | Description | Default |
|---|---|---|
--host |
Host to bind the server to | 0.0.0.0 |
--port |
Port to bind the server to | 9000 |
--reload |
Enable auto-reload | False |
--provider |
LLM Provider (openai, anthropic, google, huggingface) | openai |
--model-id |
LLM Model ID | nvidia/nemotron-3-super |
--base-url |
LLM Base URL (for OpenAI compatible providers) | http://ollama.arpa/v1 |
--api-key |
LLM API Key | ollama |
--mcp-url |
MCP Server URL | http://mealie-mcp:8000/mcp |
--allowed-tools |
List of allowed MCP tools | web_search |
Examples
Run A2A Server
mealie-agent --provider openai --model-id gpt-4 --api-key sk-... --mcp-url http://localhost:8000/mcp
Run with Docker
docker run -e CMD=mealie-agent -p 8000:8000 mealie-mcp
Security & Governance
This project is built on agent-utilities, inheriting enterprise-grade security and governance features.
Authentication & Authorization
| Feature | Description |
|---|---|
| OIDC Token Delegation | RFC 8693 token exchange for user-context propagation from A2A → MCP |
| Eunomia Policies | Fine-grained, policy-driven tool authorization (none, embedded, remote) |
| Scoped Credentials | Tools execute with the caller's scoped identity where possible |
| 3LO / OAuth / API Token | Multiple auth strategies with graceful fallback |
Eunomia Policy Enforcement
Eunomia provides a policy enforcement point for all tool calls:
- Embedded mode: Load local
mcp_policies.jsonfor role-based access, sensitivity gating, and audit logging - Remote mode: Forward authorization decisions to a central Eunomia policy server for multi-agent governance
- Enable via CLI:
--eunomia-type embedded --eunomia-policy-file mcp_policies.json
Runtime Protections
| Protection | Description |
|---|---|
| Tool Guard | Sensitivity detection with human-in-the-loop approval gating |
| Prompt Injection Defense | Input scanning and repetition/loop guards |
| Content Filtering | Output schema enforcement and cost budget controls |
| Stuck Loop Detection | Automatic detection and recovery from agent loops |
| Context Limit Warnings | Proactive alerts before context window exhaustion |
Graph Agent Architecture
The A2A agent uses pydantic-graph orchestration with:
- RouterNode: Lightweight classifier that routes queries to specialized domains
- DomainNode: Focused executor with only relevant tools loaded, preventing tool hallucination
- Approval Gates: Policy-driven approval workflows before sensitive operations
- Usage Guards: Budget and rate limiting enforcement
Production Recommendation: Enable
--eunomia-type embedded(orremote) + OIDC delegation + containerized deployment. Seeagent-utilitiesdocumentation for full policy configuration.
Docker
Build
docker build -t mealie-mcp .
Run MCP Server
docker run -p 8000:8000 mealie-mcp
Run A2A Server
docker run -e CMD=mealie-agent -p 8001:8001 mealie-mcp
Deploy MCP Server as a Service
The Mealie MCP server can be deployed using Docker, with configurable authentication, middleware, and Eunomia authorization.
Using Docker Run
docker pull knucklessg1/mealie-mcp:latest
docker run -d \
--name mealie-mcp \
-p 8004:8004 \
-e HOST=0.0.0.0 \
-e PORT=8004 \
-e TRANSPORT=http \
-e AUTH_TYPE=none \
-e EUNOMIA_TYPE=none \
-e MEALIE_BASE_URL=https://mealie.example.com \
-e MEALIE_TOKEN=your-token \
-e MEALIE_SSL_VERIFY=true \
knucklessg1/mealie-mcp:latest
For advanced authentication (e.g., JWT, OAuth Proxy, OIDC Proxy, Remote OAuth) or Eunomia, add the relevant environment variables:
docker run -d \
--name mealie-mcp \
-p 8004:8004 \
-e HOST=0.0.0.0 \
-e PORT=8004 \
-e TRANSPORT=http \
-e AUTH_TYPE=oidc-proxy \
-e OIDC_CONFIG_URL=https://provider.com/.well-known/openid-configuration \
-e OIDC_CLIENT_ID=your-client-id \
-e OIDC_CLIENT_SECRET=your-client-secret \
-e OIDC_BASE_URL=https://your-server.com \
-e ALLOWED_CLIENT_REDIRECT_URIS=http://localhost:*,https://*.example.com/* \
-e EUNOMIA_TYPE=embedded \
-e EUNOMIA_POLICY_FILE=/app/mcp_policies.json \
-e MEALIE_BASE_URL=https://mealie.example.com \
-e MEALIE_TOKEN=your-token \
-e MEALIE_SSL_VERIFY=true \
knucklessg1/mealie-mcp:latest
Using Docker Compose
Create a docker-compose.yml file:
services:
mealie-mcp:
image: knucklessg1/mealie-mcp:latest
environment:
- HOST=0.0.0.0
- PORT=8004
- TRANSPORT=http
- AUTH_TYPE=none
- EUNOMIA_TYPE=none
- MEALIE_BASE_URL=https://mealie.example.com
- MEALIE_TOKEN=your-token
- MEALIE_SSL_VERIFY=true
ports:
- 8004:8004
For advanced setups with authentication and Eunomia:
services:
mealie-mcp:
image: knucklessg1/mealie-mcp:latest
environment:
- HOST=0.0.0.0
- PORT=8004
- TRANSPORT=http
- AUTH_TYPE=oidc-proxy
- OIDC_CONFIG_URL=https://provider.com/.well-known/openid-configuration
- OIDC_CLIENT_ID=your-client-id
- OIDC_CLIENT_SECRET=your-client-secret
- OIDC_BASE_URL=https://your-server.com
- ALLOWED_CLIENT_REDIRECT_URIS=http://localhost:*,https://*.example.com/*
- EUNOMIA_TYPE=embedded
- EUNOMIA_POLICY_FILE=/app/mcp_policies.json
- MEALIE_BASE_URL=https://mealie.example.com
- MEALIE_TOKEN=your-token
- MEALIE_SSL_VERIFY=true
ports:
- 8004:8004
volumes:
- ./mcp_policies.json:/app/mcp_policies.json
Run the service:
docker-compose up -d
Configure mcp.json for AI Integration
{
"mcpServers": {
"mealie": {
"command": "uv",
"args": [
"run",
"--with",
"mealie-mcp",
"mealie-mcp"
],
"env": {
"MEALIE_BASE_URL": "https://mealie.example.com",
"MEALIE_TOKEN": "your-token",
"MEALIE_SSL_VERIFY": "true"
},
"timeout": 300000
}
}
}
Install Python Package
python -m pip install mealie-mcp
uv pip install mealie-mcp
Repository Owners
MCP Configuration Examples
stdio (recommended for local development)
{
"mcpServers": {
"mealie": {
"command": ".venv/bin/mealie-mcp",
"args": [],
"env": {
"MEALIE_URL": "",
"MEALIE_API_KEY": ""
}
}
}
}
Streamable HTTP (recommended for production)
{
"mcpServers": {
"mealie": {
"url": "http://localhost:8080/mealie-mcp/mcp"
}
}
}
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