Install Jentic One Beta

Connect the NeuralSeek API to your agent

Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the NeuralSeek 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%2Fneuralseek.com%2Fneuralseek" | sh

Step 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%2Fneuralseek.com%2Fneuralseek" | sh
jentic register       # connects your agent to your Jentic One instance

Jentic 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.

Capabilities

What an agent can do with NeuralSeek API.

Answer natural-language questions over a connected knowledge base

Orchestrate prompts and agent flows with maiStro

Categorize text against defined categories

Extract structured data from text

Translate text between languages

GET STARTED

Start building with NeuralSeek API

Explore with Jentic One

View OpenAPI Document

Use Cases

Patterns agents use NeuralSeek API for, with concrete tasks.

★ Retrieval-Augmented Q&A

An AI agent connected through Jentic can answer questions grounded in enterprise content. The seek operation returns an answer with its supporting sources, so an assistant can respond with cited material instead of an unverified guess.

Answer a user's question over the knowledge base and return the supporting sources

Prompt and Agent Orchestration

Complex generative tasks need structured prompting. NeuralSeek's maiStro runs templated prompt and agent flows, letting an agent invoke a defined workflow and read back its generated output rather than assembling prompts by hand.

Run a named maiStro template with the supplied inputs and return the output

Text Classification and Extraction

Structured processing of unstructured text is a common step. The API categorizes text against defined categories and extracts structured fields, so an agent can label incoming content and pull out the values a downstream step needs.

Categorize a document and extract its key fields

Key Endpoints

28 endpoints — neuralseek is a generative ai platform for retrieval-augmented answers over enterprise knowledge.

METHOD

PATH

DESCRIPTION

POST

/seek

Answer a question with sourced results

POST

/maistro

Run a maiStro prompt or agent flow

POST

/categorize

Categorize text against defined categories

POST

/extract

Extract structured data from text

POST

/translate

Translate text between languages

POST

/seek

Answer a question with sourced results

POST

/maistro

Run a maiStro prompt or agent flow

POST

/categorize

Categorize text against defined categories

POST

/extract

Extract structured data from text

POST

/translate

Translate text between languages

Why Jentic?

What agents get from Jentic-routed access to this vendor.

Setup

Wiring the NeuralSeek API by hand means provisioning an instance key, building seek and maiStro request bodies, and threading the key through every call yourself. Through Jentic you install once, import NeuralSeek from the API Directory, store the key once, and your agent calls the seek and text operations directly.

Permission scoping

You choose which of the operations your agent may call. You might allow question answering and translation while blocking configuration and key operations, so the agent can use the platform without changing its setup.

Credential isolation

Your NeuralSeek API key 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 'answer a question over the knowledge base', and Jentic returns the matching NeuralSeek operation with its input schema so the agent calls it with the right question.

FAQs

Specific to using NeuralSeek API through Jentic.

What authentication does the NeuralSeek API use?

It authenticates with an API key sent in the apikey header, per the OpenAPI spec. Through Jentic the key is stored once, encrypted, by your own self-hosted instance and injected when the agent calls, so it never appears in the agent's prompt or logs.

Can I limit what my agent is allowed to do with the NeuralSeek API?

Yes. You choose which operations the agent may call. You might allow question answering and translation while blocking configuration and key operations, so the agent can use the platform without changing its setup, with every call logged by your own instance.

Is there a NeuralSeek MCP server?

You don't need an MCP server to give your agent the NeuralSeek API. Jentic connects it directly from the API Directory: import it, store the key once, and your agent calls the seek, maiStro, and text operations. Operations are discovered on demand, so nothing extra loads into the agent's context.

What are the rate limits for the NeuralSeek API?

The OpenAPI spec does not define rate limits. Check the NeuralSeek documentation for any plan limits before running high-volume seek or maiStro operations.

What can the NeuralSeek API do?

It answers natural-language questions over a knowledge base with sources, runs maiStro prompt and agent flows, categorizes and extracts text, translates content, and checks API keys and instance configuration.

How do I answer a question through Jentic?

Search Jentic by intent, for example 'answer a question over the knowledge base', and Jentic returns the matching NeuralSeek operation with its input schema. Your agent supplies the question and reads back the sourced answer. To run it on your own infrastructure, install Jentic One from its GitHub repo.

NeuralSeek API

AI ReadinessFoundational (D+)50/100

See full scorecard

Community OpenAPI document · agent-readyAI/MLLanguage ModelsapiKey28 EndpointsREST

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For Agents

Answer natural-language questions over a knowledge base, run maiStro prompt and agent flows, categorize and extract text, and translate content. Authenticates with an API key sent in the apikey header.

Use for: Answer a question over the connected knowledge base, Run a maiStro prompt template, Categorize a piece of text, Extract structured fields from text

Not supported: Does not host or train the underlying models. Use the NeuralSeek API for retrieval-augmented answers, maiStro flows, categorization, extraction, and translation.

NeuralSeek is a generative AI platform for retrieval-augmented answers over enterprise knowledge. The API answers natural-language questions with sourced results, orchestrates prompts and agent flows with maiStro, categorizes and extracts text, translates content, and checks API keys and instance configuration.

Jentic One on Github View OpenAPI Document

Show dimension breakdown

Foundational Compliance

Base layer of spec validity and structural soundness.

Grade: CSignals: 4

96%

Lint Results

Aggregated quality score from linter diagnostics, weighted by severity.

100%

Resolution Completeness

Percentage of `$ref` references that resolve successfully.

Specification Validity

Checks whether the API description parses successfully and conforms to its declared specification (e.g., OpenAPI).

17%

Structural Integrity

Structural correctness score based on schema issues using logarithmic dampening.

Developer Experience & Jentic Compatibility

Clarity, completeness, and ingestion readiness for developers and tooling.

Grade: FSignals: 4

Example Density

How richly the API is illustrated with examples.

Example Validity

Percentage of examples that conform to their schemas.

27%

Response Coverage

Percentage of operations with complete response definitions (success, client error, server error).

100%

Tooling Readiness

Health of API ingestion, bundling, and resolution within Jentic pipelines.

AI-Readiness & Agent Experience

Semantic breadth, depth, and agent comprehension for AI systems.

Grade: DSignals: 4

74%

Description Coverage

Coverage of descriptions across API elements.

Error Standardization

Coverage of RFC 9457 Problem Details for error responses.

50%

OperationId Quality

Coverage, uniqueness, and casing consistency of operationIds for AI inference.

53%

Summary Coverage

Coverage of summaries across operations/tags/info.

Agent Usability

Functional utility, complexity comfort, and AI orchestration readiness.

Grade: A+Signals: 1

94%

Complexity Comfort

Agent comfort level based on API operational and structural complexity.

Security

Trust, risk posture, and security compliance.

Grade: C-Signals: 1

50%

Authentication Strength

Average quality of security schemes based on authentication method strength (weakest link for OAuth2).

AI Discoverability

Findability, semantic richness, and reasoning readiness.

Grade: B-Signals: 1

63%

Descriptive Richness

Clarity and depth of descriptions across API elements.

Connect the NeuralSeek API to your agent

Capabilities

Start building with NeuralSeek API

Use Cases

Key Endpoints

Why Jentic?

Related APIs

FAQs

NeuralSeek API

Jentic AI Readiness Score

NeuralSeek

Foundational Compliance

Lint Results

Resolution Completeness

Specification Validity

Structural Integrity

Developer Experience & Jentic Compatibility

Example Density

Example Validity

Response Coverage

Tooling Readiness

AI-Readiness & Agent Experience

Description Coverage

Error Standardization

OperationId Quality

Summary Coverage

Agent Usability

Complexity Comfort

Security

Authentication Strength

AI Discoverability

Descriptive Richness