iblai

Build and run your ibl.ai app on desktop and mobile (iOS, Android, macOS, Surface)

Add the agent Sandbox tab (OpenClaw instance management, agent prompt configuration, and agent skills) to your Next.js app

Add the agent Access tab (role-based access control for editor and chat roles) to your Next.js app

Add the agent Audit tab (audit log of who changed what and when, with user/date/action filters) to your Next.js app

Wrap the Chat surface with the SDK's AppSidebar — projects dropdown, pinned/recent messages, and host-supplied content/footer menu items

Add the in-process Chat SDK component (full agent surface — message stream, canvas, file attach, voice, prompts) to a Next.js app

Add the agent MCP tab (Model Context Protocol connector management with featured connectors, custom connectors, OAuth, and add/edit dialogs) to your Next.js app

Add the agent Memory tab (enable/disable memory and manage memories) to your Next.js app

Configure an ibl.ai agent's embed/widget settings via the platform API — anonymous access, custom CSS/JS, mode, voice/attachment toggles, starter prompts, SSO, share links, and redirect tokens. Use when embedding an agent on an external website.

Measure and improve agent quality via the platform API — evaluation datasets, dataset items (JSON, CSV upload, or from chat traces), experiment runs, LLM-as-Judge and human-annotation scoring, score configs, and CSV export. Use to test an agent against a dataset and grade the results.

MCP connectors for ibl.ai agents, end to end — register MCP servers (featured multi-tenant sharing, enable/disable, OAuth service linkage), manage credential connections with the auth_type × scope matrix (org / agent / per-user), wire servers onto an agent, run the OAuth connected-service lifecycle, handle per-user in-chat OAuth (the oauth_required / oauth_connection_resolved chat events), and debug MCP auth failures (401s, missing OAuth prompts, agents ignoring servers). Use when wiring an agent to external MCP servers and tools, or designing/troubleshooting MCP auth.

Manage an ibl.ai agent's memories via the platform API — list and filter agent (mentor) memories (by category, user, email, date), curate global (cross-agent) memories, add/edit/delete memories, manage memory categories, and toggle capture/recall settings. Use when inspecting or curating what an agent remembers.

Connect/disconnect an ibl.ai agent's sandbox (Claw) instance, manage Claw instances, push config, run health/connectivity checks, and set the agent's model — via the platform API. Use when wiring an agent to a sandboxed workspace.

Manage an ibl.ai organization's CRM via the platform API — people, organizations, pipelines and stages, lead sources, deals (with stage-move/won/lost actions), activities, and tags. Org-wide sales/relationship management. Use for lead capture, pipelines, and deal flow.

Read and send ibl.ai platform notifications via the API — unread counts, the notifications list with filters, mark-as-read (all, bulk, or specific), delete, the two-step notification builder (preview then send/schedule, with source validation and recipient preview), per-user notification preferences, per-user push-device (FCM) tokens, and org-admin email-template & SMTP management. Use when reading an organization's notifications, sending one, tuning a user's preferences, or configuring notification templates.

Manage an ibl.ai organization's RBAC via the platform API — roles (actions + data actions), policies, groups, permission checks, resource/action discovery, agent and team access sharing, bulk user policies, and student creation/LLM-access toggles. Org-wide access control. Use to define who can do what.

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see iblai-marketing-analytics-tracking. For page-level conversion optimization, see iblai-marketing-page-cro.

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see iblai-marketing-paid-ads. For landing page copy, see iblai-marketing-copywriting.

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see iblai-marketing-seo-audit. For structured data implementation, see iblai-marketing-schema-markup.

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see iblai-marketing-ab-test-setup.

When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it.

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see iblai-marketing-email-sequence. For in-app upgrade paywalls, see iblai-marketing-paywall-upgrade-cro.

When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,' 'integration marketing,' 'cross-promotion,' 'collaborate with another company,' 'partnership ideas,' or 'co-brand.' For customer referral programs, see iblai-marketing-referral-program. For launch-specific partnerships, see iblai-marketing-launch-strategy.

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see iblai-marketing-email-sequence. For sales collateral beyond emails, see iblai-marketing-sales-enablement.

Confluence team wiki and documentation platform - lets an agent search, read, and create pages across internal knowledge bases, runbooks, technical documentation, and policy spaces.

GitHub source control and collaboration platform - lets an agent read pull requests, commits, repository metadata, and CI workflow results to support engineering review and documentation.

HubSpot CRM and Marketing Hub - lets an agent read and update deals, contacts, companies, marketing campaigns, and workflow enrollments across the inbound sales and marketing lifecycle.

Jira project and issue tracking - lets an agent create, query, update, and link issues, sprints, and epics across engineering, IT, and operations projects.

Okta workforce identity platform - lets an agent verify employee identity, look up user profiles and group memberships, check MFA enrollment status, and support access provisioning workflows.

Salesforce CRM and Sales Cloud - lets an agent read and write opportunities, accounts, contacts, cases, and activities across the enterprise revenue and support lifecycle.

ServiceNow ITSM and enterprise service management - lets an agent create, read, update, and route incidents, service requests, HR cases, change records, and knowledge articles.

Slack team messaging platform - lets an agent post messages, send direct messages, read channel history, and deliver notifications into employee workflows.

Canvas LMS (Instructure) — read and write courses, modules, assignments, rubrics, grades, and submissions for K-12 classroom workflows.

ClassDojo — post classroom story updates and send direct messages to authorized guardians for K-12 family engagement and communication.

EBSCO school databases (EBSCOhost, Explora) — search peer-reviewed articles, reference materials, and grade-leveled nonfiction from school-licensed academic databases.

Edulastic — generate, import, and manage standards-aligned assessments; retrieve performance data and class mastery reports for K-12 assessment workflows.

Frontline Education suite — access HR, absence management, professional development, and special education data across Frontline's K-12 platform products.

Google Classroom — read and write courses, coursework, materials, and student submissions via the Google Classroom API for K-12 workflows.

Google Workspace for Education — read and write files in Google Drive, create and edit Docs and Slides, and manage folder structure for K-12 content workflows.

iReady (Curriculum Associates) — retrieve student diagnostic placement levels and domain scores to align tutoring and instructional content to each student's instructional zone.

BlackRock Aladdin risk and portfolio management platform; lets an agent query VaR, factor exposures, stress test scenarios, risk limit utilization, and performance attribution across multi-asset portfolios.

Bloomberg's financial data platform; lets an agent fetch real-time and historical price data, volatility surfaces, rates curves, credit spreads, and sell-side research via the Bloomberg API.

DocuSign electronic signature platform; lets an agent send, track, and retrieve signed documents for client onboarding agreements, advisory contracts, and regulatory disclosures.

FactSet financial data and research platform; lets an agent retrieve equity fundamentals, earnings estimates, sell-side research, sector classifications, and benchmark data for investment analysis and reporting.

LexisNexis WorldCompliance screening platform; lets an agent screen individuals and entities against OFAC SDN, PEP databases, global sanctions lists, and adverse media with confidence-scored match results.

Morningstar Direct investment research and data platform; lets an agent retrieve fund ratings, ESG scores, performance data, peer universe comparisons, and holdings for advisor due diligence and portfolio construction.

NICE Actimize financial crime platform; lets an agent retrieve fraud and AML transaction monitoring alerts, update dispositions, and route SAR candidates to the BSA Officer.

Salesforce CRM for financial advisors and wealth management firms; lets an agent read and write client profiles, household data, suitability records, and onboarding workflow state.

Clio Manage/Grow practice management platform; lets an agent create matters, log time, generate invoices, manage client intake, and sync docket deadlines.

Docket Alarm court monitoring and analytics platform; lets an agent track docket updates, set filing alerts, and pull judge analytics for motion strategy.

DocuSign e-signature platform; lets an agent send engagement letters and contracts for signature, track envelope status, and retrieve executed documents.

iManage Work matter-centric DMS; lets an agent retrieve, file, and version legal work product organized by client and matter workspace.

Intapp Conflicts firm-wide conflicts management system; lets an agent run new-business conflict searches, retrieve hit reports, and track waiver records.

Ironclad contract lifecycle management (CLM) platform; lets an agent upload contracts, run playbook analysis, retrieve risk scores, and track obligations and approvals.

NetDocuments cloud DMS; lets an agent store, retrieve, version, and search matter documents including briefs, contracts, and precedents.

PACER/CM-ECF federal court system; lets an agent retrieve docket entries, case schedules, local rules, filed documents, and scheduling orders for federal matters.

Ellucian Banner SIS — lets an agent query student academic records, registration, financial aid awards, and employee HR data via Banner REST APIs.

Blackbaud Raiser's Edge NXT — lets an agent query alumni constituent records, giving history, pledge tracking, and wealth screening scores for advancement workflows.

Instructure Canvas LMS — lets an agent read and write course content, assignments, grades, and engagement analytics.

Civitas Learning analytics platform — lets an agent retrieve student risk scores, graduation probability, course success predictions, and intervention outcome tracking.

EAB Navigate student success platform — lets an agent manage early alerts, advising appointments, four-year plans, and at-risk cohort outreach.

Handshake career platform — lets an agent search jobs and internships, retrieve employer profiles, and surface career fair registrations for students.

Salesforce Education Cloud and NPSP — lets an agent query and update enrollment CRM records, alumni giving history, campaign membership, and engagement scores.

ServiceNow ITSM — lets an agent create, update, and resolve IT incidents, search the knowledge base, and check campus service status.

Availity Essentials — lets an agent perform real-time eligibility verification, prior authorization initiation and status checks, and payer enrollment management via the Availity clearinghouse REST API.

Cerner Millennium FHIR R4 API — lets an agent read patient clinical data (demographics, encounters, diagnoses, medications, notes) within a Cerner-hosted health system.

Epic EHR FHIR R4 API — lets an agent read and write patient clinical data (demographics, encounters, diagnoses, medications, notes, orders) within an Epic-hosted health system.

HealthStream LMS — lets an agent query employee training transcripts, assign compliance curricula, check credential expiration alerts, and pull completion reports from the HealthStream learning management system.

Innovaccer — lets an agent query population health analytics, patient risk scores, care gap lists, and SDOH screening data from the Innovaccer unified patient data platform.

Micromedex (Merative/IBM) — lets an agent perform drug interaction screening, dose range checking, toxicology lookups, and IV compatibility queries using the Micromedex drug knowledge base.

Nuance DAX (Dragon Ambient eXperience) — lets an agent submit encounter audio or transcripts and retrieve AI-generated structured clinical note drafts for clinician review.

PubMed / NCBI E-utilities — lets an agent search MEDLINE biomedical literature, retrieve structured abstracts, and export citations for clinical research and evidence synthesis tasks.

Official U.S. Congress legislative data API; lets agents search bills, retrieve full text and status, track co-sponsors, committee referrals, and floor votes.

FedRAMP-authorized Learning Management System; lets agents check employee training transcripts, mandatory compliance status, course catalog, and enroll users in required training.

Official U.S. rulemaking and regulatory publication API; lets agents search and retrieve federal rules, proposed rules, notices, and executive orders with full text and comment period data.

Government digital communications platform; lets agents draft, schedule, and send subscriber email/SMS bulletins and retrieve delivery analytics.

Cloud identity platform for government (Microsoft 365 GCC/GCC High); lets agents look up user accounts, check MFA and compliance status, and initiate supervised access provisioning workflows.

FedRAMP High CRM platform for government; lets agents create, read, and update citizen service cases, constituent records, and SLA compliance data.

Official U.S. government vendor and contract opportunities registry; lets agents verify vendor registrations, check exclusions, and search contract opportunities.

FedRAMP-authorized ITSM platform; lets agents create/update incidents, service requests, change records, onboarding tasks, and security incidents, and search the knowledge base.

Cost-optimizing model router for OpenClaw. Automatically routes each request to the cheapest capable model (LIGHT/MEDIUM/HEAVY tiers) using weighted scoring. Defaults to the latest Claude models (Haiku 4.5 / Sonnet 5 / Opus 4.8) and supports per-tier routing to other providers (OpenAI, Google, DeepSeek, z.ai, Moonshot) via Anthropic-compatible gateways. Use when setting up smart model routing, reducing API costs, or configuring multi-tier LLM routing.