Install Jentic One Beta
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Lakpura® API, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.
Two steps, two machines. Install the instance in a safe environment, then register your agent from wherever it runs.
Step 1: Jentic One Host machine
# On the machine that will host your Jentic One instance:
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Flakpura.com%2Flakpura" | shStep 2: Agent machine
# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Flakpura.com%2Flakpura" | sh
jentic register # connects your agent to your Jentic One instanceJentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.
What an agent can do with Lakpura® API.
Search customers by name or phone through the search query parameter and read a customer's name, phone, email, and address
List jobs, optionally filtered by customer_id, and read a job's title, status, scheduled_date, and notes
Move a job to open, in_progress, completed, or cancelled with a single status update
Read the signed-in staff member's notifications with subject, message, and sent_at
GET STARTED
Broadcast a notification with a subject and message to all active users (admin only)
Create a staff account with email, password, full_name, and an optional is_admin flag (admin only)
Patterns agents use Lakpura® API for, with concrete tasks.
★ Job Status Updates from the Field
Staff handling customer jobs keep their status current without opening the app. The agent finds the customer with the search filter, lists that customer's jobs by customer_id, reads the job's scheduled_date and notes, and moves the job to in_progress or completed with the status update. The status field accepts open, in_progress, completed, or cancelled.
Call GET /customers with search 'Nimal Silva', then GET /jobs with that customer_id, then PATCH /jobs/{id} with status 'completed' for the job scheduled today
Customer Lookup Before a Call
Before contacting a customer, an assistant agent pulls the customer record with phone, email, and address and lists the jobs linked to that customer, so the staff member sees every open job and its notes in one summary.
Call GET /customers/{id} for customer '123', then GET /jobs with customer_id '123' and summarise the open jobs and their notes
Staff Broadcasts and Onboarding
An administrator account can broadcast a notification with a subject and message to every active user, and create new staff accounts because self-registration is disabled. The user count endpoint gives administrators the total number of registered users.
With an admin token, call POST /users/create with email 'new.staff@lakpura.com', password, and full_name 'Kamal Perera', then POST /notifications/send with subject 'Welcome' and a message to all active users
AI Agent Staff Assistant via Jentic
An AI assistant works the Lakpura API through Jentic without holding a staff password or JWT in its context. It searches by intent, receives the job or customer operation with its input schema, and executes with the bearer token injected at run time, so updating a job becomes one step in a larger operations routine.
Search Jentic for 'update a Lakpura job status', load the PATCH /jobs/{id} schema, and execute it with the job id and status 'in_progress'
12 endpoints — the lakpura® api backs the lakpura staff mobile app on android and ios, letting signed-in staff look up customers, list the jobs attached to them, and move each job through its open, in_progress, completed, or cancelled status.
METHOD
PATH
DESCRIPTION
/auth/login
Log in and obtain a JWT
/customers
List customers
/customers/{id}
Get a customer
/jobs
List jobs
/jobs/{id}
Update a job's status
/notifications
List your notifications
/notifications/send
Broadcast a notification
/auth/login
Log in and obtain a JWT
/customers
List customers
/customers/{id}
Get a customer
/jobs
List jobs
/jobs/{id}
Update a job's status
/notifications
List your notifications
/notifications/send
Broadcast a notification
What agents get from Jentic-routed access to this vendor.
Setup
Wiring Lakpura by hand means logging in with a staff email and password, holding a short-lived JWT with no refresh token, and logging in again on every 401. Through Jentic you install once, import Lakpura from the API Directory, store the credential once, and your agent calls it.
Permission scoping
Lakpura puts the job id in the URL path (/jobs/{id}), so a rule can pin your agent to one job and the operations you pick. You choose that set, so admin operations like creating users or broadcasting notifications are not included unless you add them.
Credential isolation
Your Lakpura credential is stored once, encrypted, by your own Jentic One instance and injected at execution time. It never enters the agent's prompt, logs, or context.
Intent-based discovery
Agents search Jentic by intent such as 'update a job status' or 'find a customer', and Jentic returns the matching Lakpura operation with its input schema so the agent calls the right endpoint without browsing the reference docs.
Alternatives and complements available in the Jentic catalogue.
Specific to using Lakpura® API through Jentic.
What authentication does the Lakpura® API use?
Per its OpenAPI spec, the Lakpura® API uses the bearerAuth scheme: a JWT sent as Authorization: Bearer with protected requests. You get the token from POST /auth/login with email and password. Tokens are stateless and expire after an hour with no refresh token, so log in again on a 401. The login and register endpoints need no token. Through Jentic the credential is stored encrypted by your own Jentic One instance and injected at execution time.
Can I update a job's status with the Lakpura® API?
Yes. PATCH /jobs/{id} takes a status of open, in_progress, completed, or cancelled. To find the job, list jobs with GET /jobs, optionally filtered by customer_id, or read one with GET /jobs/{id} to see its title, scheduled_date, and notes.
What are the rate limits for the Lakpura® API?
The OpenAPI spec does not specify rate limits. Check https://api.lakpura.com/openapi.yaml for the current definition or ask Lakpura for the limits on your account.
Can I register a new account with the Lakpura® API?
No. Self-registration is disabled and POST /auth/register always returns 403. Accounts are staff accounts, and an administrator creates them with POST /users/create using email, password, and full_name, with is_admin to grant admin rights.
How do I mark a job completed through Jentic with the Lakpura® API?
Search Jentic for 'update a Lakpura job status' and it returns the job update operation with its input schema. Execute PATCH /jobs/{id} with status 'completed', and the token is injected at run time. To run it on your own infrastructure, install Jentic One from its GitHub repo.
Is there a Lakpura MCP server?
You don't need an MCP server to give your agent the Lakpura® API. Jentic connects it directly from the API Directory: import it, store your credential once, and your agent calls it. Operations are discovered by intent on demand, so no extra tool definitions are loaded into the agent's context.
Can I limit what my agent is allowed to do with the Lakpura® API?
Yes. Allow only the customer and job reads plus PATCH on jobs, and the agent can look up customers and move jobs along while it cannot broadcast notifications or create users. For a narrower task, allow GET and PATCH on one job id only, and every call it makes is logged by your own instance.
For Agents
Look up Lakpura customers and their jobs, update a job's status, read staff notifications, and, with an admin account, create staff users or broadcast a notification.
Use for: Find the customer Nimal Silva and list their jobs, Mark job 38577 as completed, List all jobs for this customer, Check my latest Lakpura notifications
Not supported: Does not handle payments, bookings checkout, product catalogs, or creating new jobs. Use for staff lookups of Lakpura customers and jobs, job status updates, and staff notifications only.
The Lakpura® API backs the Lakpura staff mobile app on Android and iOS, letting signed-in staff look up customers, list the jobs attached to them, and move each job through its open, in_progress, completed, or cancelled status. Staff read their own notifications, while administrators create staff accounts, see the total user count, and broadcast a notification with a subject and message to every active user. Sessions use a JWT bearer token from the login endpoint that expires after an hour with no refresh token.
This API is usable in Jentic One now. Its AI-readiness score against Jentic's framework shows where it stands today and where improvements would make it even easier for agents to use.
Base layer of spec validity and structural soundness.
Aggregated quality score from linter diagnostics, weighted by severity.
Percentage of `$ref` references that resolve successfully.
Checks whether the API description parses successfully and conforms to its declared specification (e.g., OpenAPI).
Structural correctness score based on schema issues using logarithmic dampening.
Clarity, completeness, and ingestion readiness for developers and tooling.
How richly the API is illustrated with examples.
Percentage of examples that conform to their schemas.
Percentage of operations with complete response definitions (success, client error, server error).
Health of API ingestion, bundling, and resolution within Jentic pipelines.
Semantic breadth, depth, and agent comprehension for AI systems.
Coverage of descriptions across API elements.
Coverage of RFC 9457 Problem Details for error responses.
Coverage, uniqueness, and casing consistency of operationIds for AI inference.
Coverage of summaries across operations/tags/info.
Functional utility, complexity comfort, and AI orchestration readiness.
Agent comfort level based on API operational and structural complexity.
Trust, risk posture, and security compliance.
Average quality of security schemes based on authentication method strength (weakest link for OAuth2).
Findability, semantic richness, and reasoning readiness.
Clarity and depth of descriptions across API elements.
Score it yourself
Every API in the directory is allowlisted, so you can re-score it with no key required.
npx @jentic/api-scorecard-cli score <openapi-url>