AI Dispatch
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agent · productivity

TheLibrarian.io

thelibrarian.ioevidence retrieved Aug 1, 2026 – Sep 24, 2026view as JSONall productivity entries39 alternatives
Reviewed12 or more fields evidenced, and scored by a human against the published rubric

13 fields evidenced · 42 with no public information. Every value below links to the document it came from and the date we checked it.

Runtime governance
1/3

Are scope, spend, and authority enforced while the agent runs?

The /security page states it requests only the minimum permissions needed to provide its features - a scope limit at the authorisation boundary, enforced in practice by Google's OAuth scopes. Not 2 or 3: no runtime enforcement of spend or authority, and no customer-configurable limit, is published.

Counts Permission scopes, each cited below.

How this gap gets closed →
Audit trail
0/3

Is there a tamper-evident record of what it actually did?

No public evidence found of any record of the agent's own actions. The /security page's "strict internal controls and audit logs to monitor access" describes vendor-internal monitoring of staff access to customer data, not a reviewable record of what the agent did; the audit_trail field resting on that span was downgraded in this audit for the same reason.

Our automated recount on Oct 6, 2026 counted enough evidenced fields for 1/3. It never reads what those fields say, so it does not overturn the score above, judged on Oct 8, 2026 — but where the two disagree it is a reason to read this dimension again. Why there are two scores

Rests on Audit trail and Tamper-evident log, recorded as undisclosed and cited below. For a 0 that absence is the finding. What a score rests on

How this gap gets closed →
Compliance
1/3

Are compliance obligations attached per engagement?

Completed Google's Cloud Application Security Assessment (CASA), a third-party audit required for applications accessing restricted Google API scopes - a real published assurance artifact. Against that, the page states SOC 2 compliance is a work in progress with certification only anticipated in 2026, so no certification is held. Scored 1.

Counts Compliance certifications, each cited below.

How this gap gets closed →
Outcome settlement
0/3

Does payment depend on a verified result?

No public evidence found. No pricing appears on either captured page, and outcome_based_pricing, settlement_mechanism, pricing_model and price_point are all no_public_information. Unlike an evidenced zero, nothing here establishes the payment basis in either direction.

Rests on Settlement mechanism and Outcome-based pricing, recorded as undisclosed and cited below. For a 0 that absence is the finding. What a score rests on

How this gap gets closed →
Insurance & indemnity
0/3

Can the deployment be insured, and is the customer indemnified?

No public evidence found. insurance_available, insurance_carriers, coverage_limits and indemnification are all no_public_information against the captured pages.

Rests on Insurance available, Insurance carriers, Coverage limits and Indemnification, recorded as undisclosed and cited below. For a 0 that absence is the finding. What a score rests on

How this gap gets closed →

Assurance

Insurance available
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Insurance carriers
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Coverage limits
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Indemnification
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Liability cap
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Audit trail
no public information
thelibrarian.io · checked Sep 24, 2026 · source did not state this
Tamper-evident log
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Explainability
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Runtime governance
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Permission scopes
States it requests only the minimum permissions needed to provide its features.
“We request only the minimum permissions needed to provide our features.”
thelibrarian.io · checked Aug 20, 2026
Compliance certifications
No certification held: the page states SOC 2 compliance is in progress, with certification anticipated in 2026.
“SOC2 compliance is a work in progress, with certification anticipated in 2026”
thelibrarian.io · checked Aug 1, 2026
Regulatory alignment
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Outcome-based pricing
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Settlement mechanism
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Dispute process
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
SLA terms
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Evaluation coverage
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this

Agency

Autonomy level
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Human oversight
Deletions require explicit user approval.
“No Deletions Without Consent”
thelibrarian.io · checked Sep 24, 2026
Goal complexity
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Action space
Reads Gmail messages, Calendar events and Drive files to power the features the user enables.
“such as Gmail messages, Calendar events, and Drive files, to power the features you use”
thelibrarian.io · checked Sep 24, 2026
Operating environment
Acts inside the user's existing tools; the cited span names Gmail and Notion.
“Gmail, Notion, and your other tools”
thelibrarian.io · checked Sep 24, 2026
Initiative
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this

Safety

Safety evaluations
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Red teaming
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Safety policy
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Usage restrictions
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Model or system card
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Incident reporting
Publishes a vulnerability/security-issue reporting channel via email, with a stated commitment to investigate reports promptly.
“please contact us via email . We take all reports seriously and investigate promptly.”
thelibrarian.io · checked Aug 20, 2026
Third-party evaluations
Completed Google's Cloud Application Security Assessment (CASA), a third-party security audit required for apps accessing restricted Google API scopes.
“The Librarian completed Google's Cloud Application Security Assessment (CASA), a third-party security audit required for applications accessing restricted Google API scopes.”
thelibrarian.io · checked Aug 20, 2026
Data handling
All user data encrypted in transit and at rest, AES-256 for disk storage; indexing respects original file permissions and access is restricted by access controls.
“Unbreakable Data Encryption All user data is encrypted in transit and at rest, using AES-256 encryption for disk storage—the industry standard of data protection. Privacy at Every Step The Librarian protects your interactions with strict access controls and indexing that respects original file permissions.”
thelibrarian.io · checked Aug 1, 2026

Practicality

Pricing model
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Price point
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Availability
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Deployment options
Mobile apps for iOS and Android.
“iOS and Android apps”
thelibrarian.io · checked Aug 1, 2026
Integrations
Names MoxiWorks, MLS, Zillow, Redfin, BoldTrail CRM, Google Calendar, Gmail, WhatsApp, Notion, Slack, SMS and LinkedIn.
“MoxiWorks Manage contacts, sync tasks, and streamline follow-ups. MLS Access listing data, check status, and retrieve comps. Zillow Pull listing insights, Zestimate context, and market snapshots. Redfin Track listings, sale comps, and local price trends faster. BoldTrail CRM Sync contacts, leads, and follow-up workflows in one place. Google Calendar Schedule showings and sync appointments. Gmail Draft emails and automate follow-ups. WhatsApp Respond to clients instantly with updates. Notion Organize deals and track pipeline. Slack Coordinate with your team in real-time. SMS Send timely text messages to clients. LinkedIn Share posts and grow your network.”
thelibrarian.io · checked Aug 1, 2026
Supported regions
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Support model
Support offered over WhatsApp messaging.
“Whatsapp Support Message us on WhatsApp”
thelibrarian.io · checked Aug 1, 2026

Foundation models

Base models
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Model provider
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Model swappable
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Open weights
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Fine-tuning
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Context window
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this

Ecosystem

Protocols supported
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Tool use
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Multi-agent
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
API access
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Open source
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Marketplace presence
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this

Impact

User base
Unquantified vendor claim of adoption by leading real estate agents.
“Trusted by leading real estate agents”
thelibrarian.io · checked Aug 1, 2026
Deployment scale
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Target sectors
Sold into real estate.
“Real Estate”
thelibrarian.io · checked Aug 1, 2026
High-risk domains
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this
Documented incidents
no public information
thelibrarian.io · checked Aug 1, 2026 · source did not state this

In the wire

Reporting backed by the same source documents as TheLibrarian.io’s own evidenced fields.

Frequently asked

What is TheLibrarian.io?
Does: Reads Gmail messages, Calendar events and Drive files to power the features the user enables.
How much does AI Dispatch know about TheLibrarian.io, and how is it verified?
13 fields are evidenced, each with a cited source document and retrieval date. 42 are recorded as no public information — meaning the cited source does not state it, not a gap AI Dispatch has left unchecked.
Does TheLibrarian.io have a published trust gap?
Yes — 5 of 5 scored dimensions (Runtime governance, Audit trail, Compliance, Outcome settlement, Insurance & indemnity) is rated 0 or 1 out of 3 by a human reviewer against AI Dispatch's published trust-gap rubric.
What are the alternatives to TheLibrarian.io?
39 other published productivity entries are in the same category as TheLibrarian.io in the AI Dispatch index, each with its own cited fields.