# Avineon

> AI-ready data with FME and Esri: MCP, AI extraction, FME transformers, Flow Hosted costs, training

- name: solutions.avineon/mcp
- version: 0.1.9
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 94/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/solutions.avineon%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/solutions.avineon%2Fmcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "avineon": {
      "type": "http",
      "url": "https://agents.avineon.solutions/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-3d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 94/100 (new)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 17 of 17 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 4,413 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump
- pass `tools.hidden_text`: no hidden text in tool names, descriptions, schemas or annotations

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`, `stability.new_links`: tool history recorded for 5 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 17, about 4,413 tokens to load them all
- tool set hash: 57fa10eb99a02e59d9bec23faa0615fa
- tools last changed: 2026-11-11T16:53:28.310Z
- badge: [![protogrid quality](https://protogrid.dev/badge/solutions.avineon/mcp.svg)](https://protogrid.dev/servers/solutions.avineon/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-11-11 `find_fme_training` changed (description)
  - before: List Avineon's FME training courses (FME Form introductory, best practice and advanced; FME Flow authoring; FME with APIs and AI; ArcGIS Data Interoperability; FME Skill Booster workshops) with level, price, duration and dates where the course page lists them, and the course page link. Filter by level, product or topic; the locale picks the language and currency.
  - after: List Avineon's FME training courses (FME Form introductory, best practice and advanced; FME Flow authoring; FME with APIs and AI; ArcGIS Data Interoperability; FME Skill Booster workshops) with level, price, duration, upcoming dates (from the booking forms) and the course page link. Filter by level, product or topic; the locale picks the language and currency.
- 2026-11-09 `estimate_fme_flow_hosted_cost` changed (annotations)
- 2026-11-09 `get_fme_licensing_overview` changed (annotations)
- 2026-11-09 `recommend_fme_licence` changed (annotations)
- 2026-11-09 `estimate_arcgis_online_backup_cost` added
  - Estimate the yearly cost of backing up ArcGIS Online content with Backup Manager (GBP, excluding VAT), using the same model as the calculator on the website. Describe one or more backup sets: number of hosted feature layers, records per layer, kind of content, attachments and their average size, daily or weekly, and copies kept; or give the size of one copy in GB if known. Returns storage per set, total storage, the pricing tier, annual cost and the history each set gives. With no sets, it uses the website's example.
- 2026-11-09 `get_arcgis_online_backup_manager` added
  - Facts about Backup Manager for ArcGIS Online, a SaaS backup and restore service for hosted feature services, web maps and applications: what it backs up and what it doesn't (ArcGIS Hub, Notebooks, ArcGIS Enterprise), scheduling and retention, security and data residency, pricing, how to start a trial, how it compares with other ArcGIS Online backup options, and links. For a cost estimate use estimate_arcgis_online_backup_cost.
- 2026-11-09 `find_fme_training` changed (annotations)
- 2026-11-09 `find_transformers_for_task` changed (annotations)
- 2026-11-09 `list_transformer_categories` changed (annotations)
- 2026-11-09 `get_transformer_details` changed (annotations)

Full history: https://api.protogrid.dev/v1/servers/solutions.avineon%2Fmcp/changes

## Remotes

- https://agents.avineon.solutions/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (17)

- `estimate_arcgis_online_backup_cost`: Estimate the yearly cost of backing up ArcGIS Online content with Backup Manager (GBP, excluding VAT), using the same model as the calculator on the website. Describe one or more backup sets: number of hosted feature layers, records per layer, kind of content, attachments and their average size, daily or weekly, and copies kept; or give the size of one copy in GB if known. Returns storage per set, total storage, the pricing tier, annual cost and the history each set gives. With no sets, it uses the website's example.
- `estimate_fme_flow_hosted_cost`: Estimate FME Flow Hosted costs from Safe Software's published pricing (USD): annual plan versus pay-as-you-go, including instance hours, disk storage, backups and data transfer. Give an instance size (standard, professional, select, premium, enterprise) or the number of parallel jobs to size it. Also returns the break-even point and contact details.
- `find_fme_training`: List Avineon's FME training courses (FME Form introductory, best practice and advanced; FME Flow authoring; FME with APIs and AI; ArcGIS Data Interoperability; FME Skill Booster workshops) with level, price, duration, upcoming dates (from the booking forms) and the course page link. Filter by level, product or topic; the locale picks the language and currency.
- `find_transformers_for_task`: Suggest FME transformers for a task described in plain language, e.g. 'find features within 100 m of a road and write a report' or 'read a CSV, geocode addresses and load to a database'. Based on transformer chains in real example workspaces; returns suggested transformers, typical chains and example workspaces.
- `get_arcgis_online_backup_manager`: Facts about Backup Manager for ArcGIS Online, a SaaS backup and restore service for hosted feature services, web maps and applications: what it backs up and what it doesn't (ArcGIS Hub, Notebooks, ArcGIS Enterprise), scheduling and retention, security and data residency, pricing, how to start a trial, how it compares with other ArcGIS Online backup options, and links. For a cost estimate use estimate_arcgis_online_backup_cost.
- `get_company_overview`: Overview of Avineon, a geospatial company in the UK, the Netherlands, Belgium and France: what it does, its services, FME and Esri ArcGIS offerings, training, industries, accreditations and contact details. Use this first for general questions about the company.
- `get_contact_info`: Contact details for Avineon by topic and country: email address, relevant pages and forms, phone numbers and office addresses. Topics: general, fme_licensing (FME Form and FME Flow quotes), fme_training (courses and dates), flow_hosted (FME Flow Hosted), services (projects), support (existing customers). The locale picks the country: en-gb UK, fr-fr France, nl-nl Netherlands, be-nl Belgium.
- `get_fme_licensing_overview`: Overview of FME licensing and subscriptions (FME Form, FME Flow and FME Flow Hosted) from Avineon's licensing pages, with contact details. FME Form and FME Flow prices are quote-based; for FME Flow Hosted estimates use estimate_fme_flow_hosted_cost.
- `get_page`: Full text of one Avineon web page: a service, technology product, industry, case study, training course, blog post or other page. Pass a page_key from another tool (for example 'services/geospatial-managed-services') or a full URL. Also lists the page's other language versions.
- `get_transformer_details`: Details of one FME transformer: description, category, documentation link, how often it is used, which transformers are most often connected before and after it, and example workspaces (with links to Safe Software's articles) that use it.
- `list_events`: List Avineon's events from the website as separate events with dates: conferences, the FME UK Tour, Geo Explore and other sessions, upcoming first, plus the current FME Skill Booster workshop topic and the recorded-sessions page. Past events are left out unless include_past is true.
- `list_services`: List Avineon's services (data management, integration solutions, managed services, professional services), technology offerings (FME, ArcGIS products and licensing) and industries, as a tree with short descriptions and page keys. Use get_page with a page key for full details.
- `list_transformer_categories`: List the FME transformer categories with the number of transformers and the most-used transformers in each.
- `recommend_fme_licence`: Suggest which FME products fit a described use (FME Form, FME Flow or FME Flow Hosted; fixed or floating licences; or the ArcGIS Data Interoperability extension), with the reasoning, the assumptions made, and links to licensing pages and contacts.
- `search_case_studies`: Find Avineon case studies (customer projects) by keyword, industry or technology, e.g. 'utility network', 'water', 'FME Flow Hosted', 'rail'. Without a query, lists all case studies.
- `search_fme_transformers`: Search the FME transformer library (Safe Software built-in transformers and selected FME Hub transformers) by name, keyword or capability, e.g. 'reproject', 'join attributes', 'point cloud'. Returns name, category, description, how widely it is used in real workspaces, and the documentation link.
- `search_site`: Search all of Avineon's web pages (services, technology, industries, case studies, training, blog, events, about) with a keyword or natural-language query. Returns ranked pages with snippets. Falls back to English when the chosen language has no match.