Marketing teams & agencies
Campaign link audit
Deduplicate campaign URLs, inspect their parameters, and flag attribution or destination issues before launch.
See how it works →REUSABLE TOOLS. REAL WORKFLOWS. BUILT FOR AI.
Solve it once.
Run it again.
Your AI shouldn’t have to write the same script twice. Piwi gives it reusable tools and ready-to-run workflows to turn repetitive tasks into results you can review.
Free and open source · Runs locally · No Piwi account
ONE REQUEST. A CONNECTED WORKFLOW.
“Check this contact list
before I import it.”
01
Read and validate the CSV
csv.clean02
Fingerprint the original input
file.metadata · runs alongside step 0103
Flag records that need attention
contacts.reviewVERIFIED TEST RUN · AUTHORED CONTACT DATA
See the full workflow and recorded result ↗{
"parsed": 5,
"accepted": 2,
"flagged": 3,
"structuralErrors": 0
}Reusable tools. Connected workflows.Network-isolated Docker executionApache-2.0 open sourceCode and test results you can inspect
THE BIGGER IDEA · PRODUCT VISION
Bring the problem.
Keep the solution.
Not another chat to start from scratch. Our goal is a reusable execution layer where AI turns real problems into workflows—across tools, models, and services.
YOUR GOAL
“What do customers keep asking for—and what should we do next?”
Your context + your constraintspiwi.aiYour AI orchestrates. Reusable tools do the work.
01
Collect approved feedback
Data sources02
Group recurring requests
Analysis tools03
Compare patterns
AI modelsA RESULT, NOT ANOTHER PROMPT
Review → refine → reuse ↻An evidence-linked brief for your next product decision.
Start with the outcome, your inputs, and what a good result looks like.
The ambition: AI-assisted tool creation, connected SaaS workflows, and local or cloud execution—with inspectable steps, explicit permissions, spending limits, and human approval.
Available today: repository-owned tools and local review workflows. The scenarios above illustrate the direction, not live integrations. Explore what you can run now →
START WITH THE JOB, NOT THE CODE
Less assembling.
More accomplishing.
One tool handles a task. A workflow connects the steps. Start with a real business problem—and get a report, not another script to maintain.
Sales operations & small business owners
CRM import review
Turn a contact CSV into accepted records, a correction list, and a source fingerprint before importing.
See how it works →Content teams & founders
Marketing copy review
Apply a terminology change, measure the result, and check it against length and prohibited-phrase rules.
See how it works →YOUR AGENT ORCHESTRATES. PIWI RUNS THE STEPS.
You set the goal.
You keep the final say.
Your agent. Your setup.
Install Piwi, build the Docker images, and connect a client that supports local MCP. No Piwi account or subscription required.
Reuse the work, not the prompt.
Your agent picks an available tool or workflow and sends structured inputs. Piwi runs the defined steps in isolated containers—without generating a new script for each request.
See what happened. Decide what’s next.
Get structured results and workflow step statuses. Review flagged issues before importing contacts or publishing content. These workflows do neither automatically.
The current tools make no external API calls. Your AI client may still process the inputs and results you share with it under its own data policy.
SMALL TOOLS. MANY USES.
The building blocks
of less busywork.
Clean a CSV. Extract a JSON field. Check campaign links. Each tool comes with clear inputs, tested outputs, documented limits, and source code.
Business
Audit campaign parameters
Check parsed campaign URLs for HTTPS, approved hosts and required UTM parameters.
Available via MCP↗
Data
Deduplicate a list
Remove duplicate string values while preserving the first occurrence and original order.
Available via MCP↗
Files
Fingerprint a file
Calculate a SHA-256 fingerprint and byte count from supplied file content.
Available via MCP↗
Web data
Inspect a URL
Parse an HTTP(S) URL into components without fetching it or following redirects.
Available via MCP↗
Text
Measure text
Count Unicode code points, whitespace-delimited words, lines, and UTF-8 bytes.
Available via MCP↗
Data
Normalize JSON
Recursively sort object keys for predictable JSON comparisons and readable configuration diffs.
Available via MCP↗
FROM “I DO THIS EVERY WEEK” TO A WORKFLOW
Real problems.
Reproducible solutions.
See how we break a business task into small tools, connect them, and test the result. Every walkthrough includes what worked, what was flagged, and what still needs a human.
BUILD IT. RUN IT. INSPECT IT.
How we automated a contact-import review
From a raw CSV to two accepted contacts, three flagged records, and a traceable source fingerprint in one MCP call.
Follow the walkthrough ↗BUILD IT. RUN IT. INSPECT IT.
How we automated campaign-link preflight
One local workflow removes repeated URLs and finds missing attribution parameters, insecure links, and unapproved hosts.
Follow the walkthrough ↗BUILD IT. RUN IT. INSPECT IT.
How we automated a brand-copy review
Apply an approved terminology change, count the resulting copy, and flag prohibited phrases before a person signs off.
Follow the walkthrough ↗PIWI.AI · PROCESS INFORMATION WITH INTELLIGENCE
Make the next repeat
a tool call.
Start with one task you’re tired of doing. Give your agent a workflow it can run again.