Prebuilt Tools for Search, Code, Generation, Data & Web

AI Agent Tools

The prebuilt capabilities you assign to agents — semantic search and RAG, code intelligence, document and media generation, data analytics, and web and communication — governed, on-premise, and orchestrated as networks.

Browse AI Agents
44Prebuilt tools
5Tool categories
Any agentTools are assignable
100%On-premise capable
How it fits together

Industry → Use Case → Agent → Tool → Network

Every industry has use cases; each use case maps to agents; and you assign tools to those agents. Bring multiple use cases and industries together and VDF AI composes the agents into a governed, on-premise network.

Category map

Browse the toolbox by capability

Tools are grouped by what they do. Each category has its own hub, and every tool has a dedicated page with its inputs, use cases, and the agents that can be assigned it.

Tool directory

Search and filter every VDF AI tool

Search by task, filter by category, and open any tool page directly.

Visible tools 44
Browse the agent catalog
data

CSV Analyzer

Profile any CSV — stats, types, columns, and samples.

Data & Analytics Tools Explore tool
media

OCR Text Extraction

Extract text from images and scans, on-premise.

Data & Analytics Tools Explore tool
utility

Sentiment Analysis

Score text for sentiment, polarity, and subjectivity.

Data & Analytics Tools Explore tool
development

AI Code Review

Review code for bugs, security, performance, and maintainability.

Development & Code Intelligence Tools Explore tool
development

API Docs Generator

Generate API reference docs from your real routes.

Development & Code Intelligence Tools Explore tool
development

API Surface Extractor

Extract the API route surface from Python and JS/TS repos.

Development & Code Intelligence Tools Explore tool
development

Architecture Doc Generator

Generate architecture docs from inferred components.

Development & Code Intelligence Tools Explore tool
development

Architecture Inference

Infer components and their relationships from a repo.

Development & Code Intelligence Tools Explore tool
development

Change Impact Analysis

Estimate impacted files, APIs, and risks for a change.

Development & Code Intelligence Tools Explore tool
development

Code Smell Detector

Surface maintainability risks with static code-smell heuristics.

Development & Code Intelligence Tools Explore tool
development

Dependency Analyzer

Parse manifests and import relationships from a repo.

Development & Code Intelligence Tools Explore tool
development

Dependency Manager

List, audit, update, and check packages for Python and Node.

Development & Code Intelligence Tools Explore tool
development

Entry Point Finder

Find where a codebase actually starts running.

Development & Code Intelligence Tools Explore tool
development

File Summarizer

Summarize any repo file — structure plus a narrative.

Development & Code Intelligence Tools Explore tool
development

GitHub Repository Explorer

Read files, search code, and inspect issues and PRs on GitHub.

Development & Code Intelligence Tools Explore tool
development

JSON / YAML Converter

Convert, validate, format, and query JSON and YAML.

Development & Code Intelligence Tools Explore tool
development

Project Scaffolder

Create project structures from templates in one step.

Development & Code Intelligence Tools Explore tool
development

Pull Request Review Assistant

Review pull requests by their metadata and changed files.

Development & Code Intelligence Tools Explore tool
development

README Generator

Generate an accurate README from the repository itself.

Development & Code Intelligence Tools Explore tool
development

Regex Tester

Test, match, replace, split, and explain regular expressions.

Development & Code Intelligence Tools Explore tool
development

Repository Dependency Graph

Build a module import graph from your source files.

Development & Code Intelligence Tools Explore tool
development

Repository Map

Build a structural map of any repository.

Development & Code Intelligence Tools Explore tool
development

Repository Metadata Parser

Parse dependency files and infer languages and build commands.

Development & Code Intelligence Tools Explore tool
development

Repository Security Scan

Scan a repo for leaked secrets and unsafe code patterns.

Development & Code Intelligence Tools Explore tool
development

Symbol Reference Finder

Find every definition and usage of a symbol.

Development & Code Intelligence Tools Explore tool
development

Tech Stack Detector

Infer languages, frameworks, and tooling from a repo.

Development & Code Intelligence Tools Explore tool
development

Text & File Diff

Compare two texts or files in multiple diff formats.

Development & Code Intelligence Tools Explore tool
generation

AI Image Generator

Generate images from a text prompt, stored per user.

Document & Media Generation Tools Explore tool
generation

Document Generator

Turn agent output into Word, PowerPoint, Markdown, and more.

Document & Media Generation Tools Explore tool
generation

PDF Generator

Generate styled PDFs from HTML or Markdown.

Document & Media Generation Tools Explore tool
generation

QR Code Generator

Encode URLs, text, or data into a customizable QR code.

Document & Media Generation Tools Explore tool
generation

Spreadsheet Generator

Generate multi-sheet Excel workbooks from data.

Document & Media Generation Tools Explore tool
semantic-search

Confluence Semantic Search

Find the right Confluence page by meaning, not keywords.

Semantic Search & RAG Tools Explore tool
semantic-search

Federated Vector Search

One query, ranked results across Jira, GitHub, and Confluence.

Semantic Search & RAG Tools Explore tool
semantic-search

GitHub Semantic Code Search

Search code and repos by what they do, not their file names.

Semantic Search & RAG Tools Explore tool
semantic-search

Jira Epic Insights

Synthesize scope and progress signals across your epics.

Semantic Search & RAG Tools Explore tool
semantic-search

Jira Issue Insights

Synthesize themes and risks across your Jira issues.

Semantic Search & RAG Tools Explore tool
semantic-search

Jira Semantic Search

Find the right Jira ticket by meaning, from your own index.

Semantic Search & RAG Tools Explore tool
semantic-search

Jira Sprint Insights

Synthesize focus and delivery signals across your sprints.

Semantic Search & RAG Tools Explore tool
data

RAG Vector Query

The raw cosine-similarity retrieval primitive for custom RAG.

Semantic Search & RAG Tools Explore tool
semantic-search

Vector Store Inventory

See what’s actually indexed before you trust the answers.

Semantic Search & RAG Tools Explore tool
communication

Email Sender

Let agents send plain-text or HTML email via SMTP.

Web & Communication Tools Explore tool
web

Web Crawler

Crawl a site and extract clean text from many pages.

Web & Communication Tools Explore tool
web

Web Search

Give agents fresh, cited results from the open web.

Web & Communication Tools Explore tool
How they run

Governed tools, assigned to agents

Every tool runs on the VDF platform with role-based access, audit logging, and on-premise deployment. Assign tools to individual assistants with VDF AI Agents, or wire several agents and their tools into repeatable multi-agent workflows with VDF AI Networks.

FAQ

Questions about VDF AI tools

What are VDF AI tools?

VDF AI tools are prebuilt, governed capabilities you assign to AI agents — semantic search and RAG, code intelligence, document and media generation, data analytics, and web and communication actions. Each tool runs on infrastructure you control with role-based access and audit logging, and any agent can be given the exact tools it needs.

How do tools relate to agents and networks?

The model is Industry → Use Case → Agent → Tool. An industry has use cases; each use case maps to one or more agents; and you assign tools to those agents. When multiple use cases or industries come together, VDF AI composes the agents into a network — a governed, multi-agent workflow that orchestrates many tools at once.

Can I assign multiple tools to one agent?

Yes. An agent can be assigned any combination of tools. A knowledge agent might get federated vector search, the file summarizer, and the document generator; an engineering agent might get code review, security scan, and the repository map. Tool access is governed per role and fully logged.

Do these tools run on-premise?

Yes. Every tool can run on-premise or in your sovereign cloud, so your documents, code, tickets, and data never leave your perimeter. That is what makes them usable for regulated and IP-sensitive work that hosted assistants cannot touch.

How do I get a tool into production?

Pick the tool for your use case, assign it to an agent under role-based policy, and deploy on your own infrastructure — alone or as part of a VDF AI Network. Book a demo to see it applied to your environment.

Assign the right tools to your agents — on your own infrastructure

See the toolbox applied to your use cases and orchestrated as a governed, on-premise network.

Explore VDF AI Networks