# Connect any data source to an AI agent

> Source: https://ibl.ai/developer/connectors

Connectors

Last updated: October 20, 2026

**ibl.ai publishes 81 free connector skills — one SKILL.md for each data source an agent is most often asked to work with, from Slate and Ellucian Banner to Epic, Clio, Salesforce and QuickBooks. Each page states the vendor's API, its auth model and whether it ships its own MCP server, then shows how to run that agent on ibl.ai, where you own all the code and the data.**

Every entry was checked against the vendor's own developer documentation on October 20, 2026. Where a system has no public API, its page says so and describes the integration path that does exist.

The 81 connectors cover 8 sectors. 37 of the vendors publish an official MCP server of their own, and 2 of the systems have no public API at all.

## How do I connect a data source to an ibl.ai agent?

1. **Download the source's SKILL.md** from its page below and save it in your coding agent's skills folder, for example `.claude/skills/iblai-connect-slate/SKILL.md`.
2. **Install the ibl.ai platform skills** with `npx skills add iblai/vibe --all`, then run `/iblai-api-login` once to connect your organization.
3. **Wire the MCP connection** — register the server, store the credential, and enable `mcp-tool` on the agent, as described in [MCP server connections](https://ibl.ai/developer/platform/mcp/mcp-connections).

```
npx skills add iblai/vibe --all
```

## Which data sources have a connector, by sector?

### Higher Education (16)

- [1EdTech OneRoster](https://ibl.ai/developer/connectors/oneroster) (Admin-issued API) — Rostering and gradebook data standard · 1EdTech · [SKILL.md](https://ibl.ai/developer/connectors/oneroster/SKILL.md)
- [Blackboard Learn](https://ibl.ai/developer/connectors/blackboard-learn) (Admin-issued API) — Learning management system · Blackboard · [SKILL.md](https://ibl.ai/developer/connectors/blackboard-learn/SKILL.md)
- [Canvas LMS](https://ibl.ai/developer/connectors/canvas) (Admin-issued API) — Learning management system · Instructure · [SKILL.md](https://ibl.ai/developer/connectors/canvas/SKILL.md)
- [D2L Brightspace](https://ibl.ai/developer/connectors/d2l-brightspace) (Admin-issued API) — Learning management system · D2L · [SKILL.md](https://ibl.ai/developer/connectors/d2l-brightspace/SKILL.md)
- [EAB Navigate360](https://ibl.ai/developer/connectors/eab-navigate) (No public API) — Student success CRM · EAB · [SKILL.md](https://ibl.ai/developer/connectors/eab-navigate/SKILL.md)
- [Ellucian Banner](https://ibl.ai/developer/connectors/ellucian-banner) (Admin-issued API) — Student information system / ERP · Ellucian · [SKILL.md](https://ibl.ai/developer/connectors/ellucian-banner/SKILL.md)
- [Ellucian Colleague](https://ibl.ai/developer/connectors/ellucian-colleague) (Admin-issued API) — Student information system / ERP · Ellucian · [SKILL.md](https://ibl.ai/developer/connectors/ellucian-colleague/SKILL.md)
- [Encoura Reach (Anthology Reach)](https://ibl.ai/developer/connectors/anthology-reach) (Admin-issued API) — Higher-education CRM · Encoura · [SKILL.md](https://ibl.ai/developer/connectors/anthology-reach/SKILL.md)
- [Handshake](https://ibl.ai/developer/connectors/handshake) (Admin-issued API) — Career services and early-career recruiting platform · Handshake · [SKILL.md](https://ibl.ai/developer/connectors/handshake/SKILL.md)
- [Jenzabar One](https://ibl.ai/developer/connectors/jenzabar-one) (Admin-issued API) — Higher education ERP and student information system · Jenzabar · [SKILL.md](https://ibl.ai/developer/connectors/jenzabar-one/SKILL.md)
- [Moodle LMS](https://ibl.ai/developer/connectors/moodle) (Admin-issued API) — Learning management system · Moodle HQ · [SKILL.md](https://ibl.ai/developer/connectors/moodle/SKILL.md)
- [PeopleSoft Campus Solutions](https://ibl.ai/developer/connectors/peoplesoft-campus-solutions) (Vendor MCP server, Admin-issued API) — Student information system · Oracle · [SKILL.md](https://ibl.ai/developer/connectors/peoplesoft-campus-solutions/SKILL.md)
- [Raiser's Edge NXT](https://ibl.ai/developer/connectors/raisers-edge-nxt) (Vendor MCP server, Public API) — Fundraising and donor CRM · Blackbaud · [SKILL.md](https://ibl.ai/developer/connectors/raisers-edge-nxt/SKILL.md)
- [Salesforce Education Cloud](https://ibl.ai/developer/connectors/salesforce-education-cloud) (Vendor MCP server, Admin-issued API) — Education CRM · Salesforce · [SKILL.md](https://ibl.ai/developer/connectors/salesforce-education-cloud/SKILL.md)
- [Slate](https://ibl.ai/developer/connectors/slate) (Admin-issued API) — Admissions CRM · Technolutions · [SKILL.md](https://ibl.ai/developer/connectors/slate/SKILL.md)
- [Workday Student](https://ibl.ai/developer/connectors/workday-student) (Vendor MCP server, Admin-issued API) — Student information system · Workday · [SKILL.md](https://ibl.ai/developer/connectors/workday-student/SKILL.md)

### K-12 (13)

- [1EdTech OneRoster](https://ibl.ai/developer/connectors/oneroster) (Admin-issued API) — Rostering and gradebook data standard · 1EdTech · [SKILL.md](https://ibl.ai/developer/connectors/oneroster/SKILL.md)
- [Blackboard Learn](https://ibl.ai/developer/connectors/blackboard-learn) (Admin-issued API) — Learning management system · Blackboard · [SKILL.md](https://ibl.ai/developer/connectors/blackboard-learn/SKILL.md)
- [Canvas LMS](https://ibl.ai/developer/connectors/canvas) (Admin-issued API) — Learning management system · Instructure · [SKILL.md](https://ibl.ai/developer/connectors/canvas/SKILL.md)
- [ClassLink](https://ibl.ai/developer/connectors/classlink) (Partner API) — Rostering and single sign-on platform · ClassLink · [SKILL.md](https://ibl.ai/developer/connectors/classlink/SKILL.md)
- [Clever](https://ibl.ai/developer/connectors/clever) (Partner API) — Rostering and single sign-on platform · Clever · [SKILL.md](https://ibl.ai/developer/connectors/clever/SKILL.md)
- [D2L Brightspace](https://ibl.ai/developer/connectors/d2l-brightspace) (Admin-issued API) — Learning management system · D2L · [SKILL.md](https://ibl.ai/developer/connectors/d2l-brightspace/SKILL.md)
- [Google Classroom](https://ibl.ai/developer/connectors/google-classroom) (Vendor MCP server, Public API) — Learning management system · Google · [SKILL.md](https://ibl.ai/developer/connectors/google-classroom/SKILL.md)
- [Infinite Campus](https://ibl.ai/developer/connectors/infinite-campus) (Partner API) — Student information system · Infinite Campus · [SKILL.md](https://ibl.ai/developer/connectors/infinite-campus/SKILL.md)
- [Moodle LMS](https://ibl.ai/developer/connectors/moodle) (Admin-issued API) — Learning management system · Moodle HQ · [SKILL.md](https://ibl.ai/developer/connectors/moodle/SKILL.md)
- [PowerSchool SIS](https://ibl.ai/developer/connectors/powerschool-sis) (Admin-issued API) — Student information system · PowerSchool · [SKILL.md](https://ibl.ai/developer/connectors/powerschool-sis/SKILL.md)
- [Schoology](https://ibl.ai/developer/connectors/schoology) (Admin-issued API) — Learning management system · PowerSchool · [SKILL.md](https://ibl.ai/developer/connectors/schoology/SKILL.md)
- [Seesaw](https://ibl.ai/developer/connectors/seesaw) (No public API) — Elementary learning platform · Seesaw Learning · [SKILL.md](https://ibl.ai/developer/connectors/seesaw/SKILL.md)
- [Skyward](https://ibl.ai/developer/connectors/skyward) (Partner API) — Student information system · Skyward · [SKILL.md](https://ibl.ai/developer/connectors/skyward/SKILL.md)

### Enterprise (21)

- [Canvas LMS](https://ibl.ai/developer/connectors/canvas) (Admin-issued API) — Learning management system · Instructure · [SKILL.md](https://ibl.ai/developer/connectors/canvas/SKILL.md)
- [Confluence](https://ibl.ai/developer/connectors/confluence) (Vendor MCP server, Public API) — Team wiki and knowledge base · Atlassian · [SKILL.md](https://ibl.ai/developer/connectors/confluence/SKILL.md)
- [Databricks](https://ibl.ai/developer/connectors/databricks) (Vendor MCP server, Admin-issued API) — Data and AI platform (lakehouse) · Databricks · [SKILL.md](https://ibl.ai/developer/connectors/databricks/SKILL.md)
- [Docusign eSignature](https://ibl.ai/developer/connectors/docusign) (Vendor MCP server, Public API) — Electronic signature platform · Docusign · [SKILL.md](https://ibl.ai/developer/connectors/docusign/SKILL.md)
- [Esri ArcGIS](https://ibl.ai/developer/connectors/esri-arcgis) (Vendor MCP server, Public API) — Geographic information system (GIS) · Esri · [SKILL.md](https://ibl.ai/developer/connectors/esri-arcgis/SKILL.md)
- [GitHub](https://ibl.ai/developer/connectors/github) (Vendor MCP server, Public API) — Source code hosting and collaboration · GitHub · [SKILL.md](https://ibl.ai/developer/connectors/github/SKILL.md)
- [Google Workspace](https://ibl.ai/developer/connectors/google-workspace) (Vendor MCP server, Public API) — Productivity and collaboration suite · Google · [SKILL.md](https://ibl.ai/developer/connectors/google-workspace/SKILL.md)
- [HubSpot](https://ibl.ai/developer/connectors/hubspot) (Vendor MCP server, Public API) — Customer relationship management (CRM) · HubSpot, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/hubspot/SKILL.md)
- [Jira](https://ibl.ai/developer/connectors/jira) (Vendor MCP server, Public API) — Work and issue tracking · Atlassian · [SKILL.md](https://ibl.ai/developer/connectors/jira/SKILL.md)
- [Microsoft 365 & SharePoint](https://ibl.ai/developer/connectors/microsoft-365) (Vendor MCP server, Admin-issued API) — Productivity and collaboration suite · Microsoft · [SKILL.md](https://ibl.ai/developer/connectors/microsoft-365/SKILL.md)
- [Okta](https://ibl.ai/developer/connectors/okta) (Vendor MCP server, Admin-issued API) — Identity and access management · Okta, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/okta/SKILL.md)
- [Oracle NetSuite](https://ibl.ai/developer/connectors/oracle-netsuite) (Vendor MCP server, Admin-issued API) — Cloud ERP and accounting · Oracle · [SKILL.md](https://ibl.ai/developer/connectors/oracle-netsuite/SKILL.md)
- [PayPal](https://ibl.ai/developer/connectors/paypal) (Vendor MCP server, Public API) — Online payments platform · PayPal · [SKILL.md](https://ibl.ai/developer/connectors/paypal/SKILL.md)
- [Salesforce](https://ibl.ai/developer/connectors/salesforce) (Vendor MCP server, Admin-issued API) — Customer relationship management (CRM) · Salesforce, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/salesforce/SKILL.md)
- [SAP S/4HANA](https://ibl.ai/developer/connectors/sap-s4hana) (Admin-issued API) — Enterprise resource planning (ERP) · SAP SE · [SKILL.md](https://ibl.ai/developer/connectors/sap-s4hana/SKILL.md)
- [ServiceNow](https://ibl.ai/developer/connectors/servicenow) (Vendor MCP server, Admin-issued API) — IT service management and workflow platform · ServiceNow, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/servicenow/SKILL.md)
- [Slack](https://ibl.ai/developer/connectors/slack) (Vendor MCP server, Public API) — Team messaging platform · Slack · [SKILL.md](https://ibl.ai/developer/connectors/slack/SKILL.md)
- [Snowflake](https://ibl.ai/developer/connectors/snowflake) (Vendor MCP server, Admin-issued API) — Cloud data warehouse · Snowflake · [SKILL.md](https://ibl.ai/developer/connectors/snowflake/SKILL.md)
- [Stripe](https://ibl.ai/developer/connectors/stripe) (Vendor MCP server, Public API) — Online payments and billing platform · Stripe · [SKILL.md](https://ibl.ai/developer/connectors/stripe/SKILL.md)
- [Workday HCM](https://ibl.ai/developer/connectors/workday-hcm) (Vendor MCP server, Admin-issued API) — Human capital management (HCM) · Workday, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/workday-hcm/SKILL.md)
- [Zendesk Support](https://ibl.ai/developer/connectors/zendesk) (Admin-issued API) — Customer service help desk · Zendesk, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/zendesk/SKILL.md)

### Government (10)

- [Accela Civic Platform](https://ibl.ai/developer/connectors/accela) (Public API) — Permitting, licensing and code enforcement platform · Accela · [SKILL.md](https://ibl.ai/developer/connectors/accela/SKILL.md)
- [Esri ArcGIS](https://ibl.ai/developer/connectors/esri-arcgis) (Vendor MCP server, Public API) — Geographic information system (GIS) · Esri · [SKILL.md](https://ibl.ai/developer/connectors/esri-arcgis/SKILL.md)
- [Granicus govDelivery](https://ibl.ai/developer/connectors/granicus) (Admin-issued API) — Government communications platform · Granicus · [SKILL.md](https://ibl.ai/developer/connectors/granicus/SKILL.md)
- [PACER](https://ibl.ai/developer/connectors/pacer) (Public API) — U.S. federal court records system · Administrative Office of the U.S. Courts · [SKILL.md](https://ibl.ai/developer/connectors/pacer/SKILL.md)
- [Salesforce Government Cloud](https://ibl.ai/developer/connectors/salesforce-government-cloud) (Admin-issued API) — Government CRM and case management platform · Salesforce · [SKILL.md](https://ibl.ai/developer/connectors/salesforce-government-cloud/SKILL.md)
- [SAM.gov](https://ibl.ai/developer/connectors/sam-gov) (Public API) — Federal contracting and entity registration data · GSA · [SKILL.md](https://ibl.ai/developer/connectors/sam-gov/SKILL.md)
- [ServiceNow](https://ibl.ai/developer/connectors/servicenow) (Vendor MCP server, Admin-issued API) — IT service management and workflow platform · ServiceNow, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/servicenow/SKILL.md)
- [Tyler Data & Insights (Socrata)](https://ibl.ai/developer/connectors/socrata) (Public API) — Open data and government data platform · Tyler Technologies · [SKILL.md](https://ibl.ai/developer/connectors/socrata/SKILL.md)
- [Tyler Technologies](https://ibl.ai/developer/connectors/tyler-technologies) (Admin-issued API) — Public sector ERP, permitting and courts software · Tyler Technologies · [SKILL.md](https://ibl.ai/developer/connectors/tyler-technologies/SKILL.md)
- [USAspending.gov](https://ibl.ai/developer/connectors/usaspending) (Public API) — Federal spending data · the Bureau of the Fiscal Service · [SKILL.md](https://ibl.ai/developer/connectors/usaspending/SKILL.md)

### Legal (9)

- [Clio Manage](https://ibl.ai/developer/connectors/clio) (Public API) — Legal practice management system · Clio · [SKILL.md](https://ibl.ai/developer/connectors/clio/SKILL.md)
- [Docusign eSignature](https://ibl.ai/developer/connectors/docusign) (Vendor MCP server, Public API) — Electronic signature platform · Docusign · [SKILL.md](https://ibl.ai/developer/connectors/docusign/SKILL.md)
- [iManage Work](https://ibl.ai/developer/connectors/imanage) (Vendor MCP server, Admin-issued API) — Legal document and email management system · iManage · [SKILL.md](https://ibl.ai/developer/connectors/imanage/SKILL.md)
- [Ironclad](https://ibl.ai/developer/connectors/ironclad) (Vendor MCP server, Admin-issued API) — Contract lifecycle management system · Ironclad · [SKILL.md](https://ibl.ai/developer/connectors/ironclad/SKILL.md)
- [LexisNexis](https://ibl.ai/developer/connectors/lexisnexis) (Partner API) — Legal research content and AI API · LexisNexis · [SKILL.md](https://ibl.ai/developer/connectors/lexisnexis/SKILL.md)
- [NetDocuments](https://ibl.ai/developer/connectors/netdocuments) (Vendor MCP server, Admin-issued API) — Cloud legal document management system · NetDocuments Software, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/netdocuments/SKILL.md)
- [PACER](https://ibl.ai/developer/connectors/pacer) (Public API) — U.S. federal court records system · Administrative Office of the U.S. Courts · [SKILL.md](https://ibl.ai/developer/connectors/pacer/SKILL.md)
- [RelativityOne](https://ibl.ai/developer/connectors/relativity) (Vendor MCP server, Admin-issued API) — E-discovery and legal review platform · Relativity · [SKILL.md](https://ibl.ai/developer/connectors/relativity/SKILL.md)
- [Westlaw](https://ibl.ai/developer/connectors/westlaw) (Partner API) — Legal research platform · Thomson Reuters · [SKILL.md](https://ibl.ai/developer/connectors/westlaw/SKILL.md)

### Financial Services (10)

- [Bloomberg Terminal & B-PIPE](https://ibl.ai/developer/connectors/bloomberg) (Admin-issued API) — Market data and analytics · Bloomberg L.P. · [SKILL.md](https://ibl.ai/developer/connectors/bloomberg/SKILL.md)
- [Docusign eSignature](https://ibl.ai/developer/connectors/docusign) (Vendor MCP server, Public API) — Electronic signature platform · Docusign · [SKILL.md](https://ibl.ai/developer/connectors/docusign/SKILL.md)
- [FactSet](https://ibl.ai/developer/connectors/factset) (Vendor MCP server, Admin-issued API) — Financial data and analytics · FactSet · [SKILL.md](https://ibl.ai/developer/connectors/factset/SKILL.md)
- [FIS Code Connect](https://ibl.ai/developer/connectors/fis) (Partner API) — Core banking and payments API marketplace · FIS · [SKILL.md](https://ibl.ai/developer/connectors/fis/SKILL.md)
- [Fiserv Banking Hub](https://ibl.ai/developer/connectors/fiserv) (Partner API) — Core banking API platform · Fiserv · [SKILL.md](https://ibl.ai/developer/connectors/fiserv/SKILL.md)
- [Jack Henry](https://ibl.ai/developer/connectors/jack-henry) (Admin-issued API) — Core and digital banking platform · Jack Henry & Associates · [SKILL.md](https://ibl.ai/developer/connectors/jack-henry/SKILL.md)
- [nCino](https://ibl.ai/developer/connectors/ncino) (Vendor MCP server, Admin-issued API) — Bank lending and account opening platform · nCino · [SKILL.md](https://ibl.ai/developer/connectors/ncino/SKILL.md)
- [Plaid](https://ibl.ai/developer/connectors/plaid) (Vendor MCP server, Public API) — Financial data and account-linking API · Plaid · [SKILL.md](https://ibl.ai/developer/connectors/plaid/SKILL.md)
- [Salesforce Financial Services Cloud](https://ibl.ai/developer/connectors/salesforce-financial-services-cloud) (Vendor MCP server, Admin-issued API) — Financial services CRM · Salesforce · [SKILL.md](https://ibl.ai/developer/connectors/salesforce-financial-services-cloud/SKILL.md)
- [Temenos Transact](https://ibl.ai/developer/connectors/temenos) (Admin-issued API) — Core banking system · Temenos · [SKILL.md](https://ibl.ai/developer/connectors/temenos/SKILL.md)

### Healthcare (7)

- [athenahealth](https://ibl.ai/developer/connectors/athenahealth) (Partner API) — Cloud EHR and practice management · athenahealth · [SKILL.md](https://ibl.ai/developer/connectors/athenahealth/SKILL.md)
- [Availity](https://ibl.ai/developer/connectors/availity) (Partner API) — Payer-provider health information network · Availity · [SKILL.md](https://ibl.ai/developer/connectors/availity/SKILL.md)
- [Epic](https://ibl.ai/developer/connectors/epic) (Admin-issued API) — Electronic health record (EHR) · Epic · [SKILL.md](https://ibl.ai/developer/connectors/epic/SKILL.md)
- [HL7 FHIR](https://ibl.ai/developer/connectors/fhir) (Public API) — Healthcare data exchange standard · HL7 International · [SKILL.md](https://ibl.ai/developer/connectors/fhir/SKILL.md)
- [MEDITECH Expanse](https://ibl.ai/developer/connectors/meditech) (Admin-issued API) — Electronic health record (EHR) · MEDITECH · [SKILL.md](https://ibl.ai/developer/connectors/meditech/SKILL.md)
- [Oracle Health (Cerner)](https://ibl.ai/developer/connectors/oracle-health-cerner) (Admin-issued API) — Electronic health record (EHR) · Oracle Health · [SKILL.md](https://ibl.ai/developer/connectors/oracle-health-cerner/SKILL.md)
- [Veradigm](https://ibl.ai/developer/connectors/veradigm) (Partner API) — Electronic health record (EHR) · Veradigm · [SKILL.md](https://ibl.ai/developer/connectors/veradigm/SKILL.md)

### Small Business (12)

- [Google Workspace](https://ibl.ai/developer/connectors/google-workspace) (Vendor MCP server, Public API) — Productivity and collaboration suite · Google · [SKILL.md](https://ibl.ai/developer/connectors/google-workspace/SKILL.md)
- [Gusto](https://ibl.ai/developer/connectors/gusto) (Vendor MCP server, Partner API) — Payroll and HR platform · Gusto · [SKILL.md](https://ibl.ai/developer/connectors/gusto/SKILL.md)
- [HubSpot](https://ibl.ai/developer/connectors/hubspot) (Vendor MCP server, Public API) — Customer relationship management (CRM) · HubSpot, Inc. · [SKILL.md](https://ibl.ai/developer/connectors/hubspot/SKILL.md)
- [Mailchimp](https://ibl.ai/developer/connectors/mailchimp) (Vendor MCP server, Public API) — Email marketing platform · Mailchimp · [SKILL.md](https://ibl.ai/developer/connectors/mailchimp/SKILL.md)
- [Microsoft 365 & SharePoint](https://ibl.ai/developer/connectors/microsoft-365) (Vendor MCP server, Admin-issued API) — Productivity and collaboration suite · Microsoft · [SKILL.md](https://ibl.ai/developer/connectors/microsoft-365/SKILL.md)
- [Oracle NetSuite](https://ibl.ai/developer/connectors/oracle-netsuite) (Vendor MCP server, Admin-issued API) — Cloud ERP and accounting · Oracle · [SKILL.md](https://ibl.ai/developer/connectors/oracle-netsuite/SKILL.md)
- [PayPal](https://ibl.ai/developer/connectors/paypal) (Vendor MCP server, Public API) — Online payments platform · PayPal · [SKILL.md](https://ibl.ai/developer/connectors/paypal/SKILL.md)
- [QuickBooks Online](https://ibl.ai/developer/connectors/quickbooks-online) (Vendor MCP server, Public API) — Small-business accounting software · Intuit · [SKILL.md](https://ibl.ai/developer/connectors/quickbooks-online/SKILL.md)
- [Shopify](https://ibl.ai/developer/connectors/shopify) (Vendor MCP server, Public API) — E-commerce platform · Shopify · [SKILL.md](https://ibl.ai/developer/connectors/shopify/SKILL.md)
- [Square](https://ibl.ai/developer/connectors/square) (Vendor MCP server, Public API) — Point-of-sale and payments platform · Square · [SKILL.md](https://ibl.ai/developer/connectors/square/SKILL.md)
- [Stripe](https://ibl.ai/developer/connectors/stripe) (Vendor MCP server, Public API) — Online payments and billing platform · Stripe · [SKILL.md](https://ibl.ai/developer/connectors/stripe/SKILL.md)
- [Xero](https://ibl.ai/developer/connectors/xero) (Vendor MCP server, Public API) — Small-business accounting software · Xero · [SKILL.md](https://ibl.ai/developer/connectors/xero/SKILL.md)

## What is in each connector skill?

Each SKILL.md follows the same contract as the ibl.ai headless API skills, so an agent reads every connector the same way:

- **Auth & conventions** — the vendor's API, base URL, auth model, who issues credentials, and documented limits.
- **Reads and writes** — the objects an agent works with, with every destructive or outward-facing call marked “confirm with the user first”.
- **Expose it to an ibl.ai agent** — the three MCP records and the exact platform endpoints.
- **Example prompts, guardrails and references** — the data class to protect, and the vendor pages each fact was checked against.

## Do I still need the vendor's own MCP server?

Only where you want it. When a vendor publishes an MCP server, its page links to it and you can register that server on ibl.ai unchanged. Otherwise the SKILL.md gives the agent the API calls, or you host a small MCP server that wraps them.

Either way the connection, the credential and the agent live in your ibl.ai deployment. The [/iblai-api-agent-mcp](https://ibl.ai/developer/skills/iblai-api-agent-mcp) skill registers servers and connections from a coding agent.

## Where do these agents run?

[Agentic OS](https://ibl.ai/product/agentic-os) runs the agent on ibl.ai: it holds the MCP connections, the model each agent uses, its instructions and its conversation history.

On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

- [AI agents for Higher Education](https://ibl.ai/solutions/higher-education) — 16 connectors
- [AI agents for K-12](https://ibl.ai/solutions/k-12) — 13 connectors
- [AI agents for Enterprise](https://ibl.ai/solutions/enterprise) — 21 connectors
- [AI agents for Government](https://ibl.ai/solutions/government) — 10 connectors
- [AI agents for Legal](https://ibl.ai/solutions/legal) — 9 connectors
- [AI agents for Financial Services](https://ibl.ai/solutions/financial-services) — 10 connectors
- [AI agents for Healthcare](https://ibl.ai/solutions/medical-healthcare) — 7 connectors
- [AI agents for Small Business](https://ibl.ai/solutions/small-business) — 12 connectors