272 projects
foley
Unified facade for sourcing, indexing, and searching sound effects to weave into narration
pdfdol
Data Object Layer for PDF data
enlace_auth
Authentication, sessions, admin dashboard, and per-user stores for the enlace platform
enlace
Serve all your web apps from a single process — they don't import it, they don't know it's there
ir
An information-retrieval substrate for agentic systems
voxy
Facade for voice generation: speech synthesis in any voice, cloning and designing voices
lacing
Interval annotation system
falaw
Agent-friendly Python facade over fal.ai for generating and managing AI media (images, video, audio).
nw
Narrative Workflow
yb
Streamlining media publishing: prepare, upload, and edit videos (YouTube) and podcasts
braidio
Weave narration with extracted media segments into audiovisual productions
muvid
Tools to make music videos
mixing
Tools for video and audio editing
walkthru
Turn a sequence of app commands into an editable, re-renderable demo/tour artifact.
crowsnest
One session that watches your other Claude Code sessions: who is busy, who is waiting on you, what each one just said, and how to ask one directly
equate
Tools for matching things: featurize, compare, and match collections of objects (fuzzy correspondence, not exact equality).
raglab
A medley of tools to make RAG-based applications.
manimkit
Agent kit for Manim: skills, a searchable corpus of working ManimCE scenes, and a render-and-inspect loop
ge
Github Expert - Agentic tools for github
correspond
A channel facade for AI agents: read, listen, write and identify the sender over GitHub, email, push notifications, Telegram and a web inbox.
burns
Ken Burns pan/zoom video effects: turn a still image (or a sequence of stills) into a cinematic pan/zoom film.
hearing
Pluggable meeting transcription & context-aware AI agents, batch or live
wads
Tools for packaging and publishing to pypi for those who just do not want to deal with it
opsward
Diagnose, generate, and maintain the AI agent setup of your projects — CLAUDE.md, skills, subagents, rules, and supporting docs.
an
AI-driven structured animation in Python: scene.md to rendered video.
farepy
Multi-source flight search with normalized results, caching, and batch support
cutan
Cut-out animation for an: rigged characters, faces, lip-sync and styles, as a genre package on the an core.
py2mcp
Quick MCP server creation from Python functions
arioso
Make tunes
ek
ek (Evaluation Kit) -- a framework for building Knowledge Evaluation systems (evaluating information-extraction outputs; OCR as the noisiest special case)
ef
Embeddings Flow -- Tools for workflows involving semantic embeddings
allude
Building precise functionality from vague specifications
ocracy
Facade to many implementations of (OCR) image-to-text-characters engines
hired
Streamline the job application process for job seekers - with AI obvs!
audiostream2py
stream2py interface for audio
kroki
Access kroki from python
flickpick
Personal movie recommender: browser-first app, TypeScript core, Python build pipeline; AI agents pick movies for you
citeget
Find, acquire, and manage academic references — for AI agents and humans.
xdol
Extended Data Object Layers - dol-based tools
oa
Python interface to OpenAI
mergeset
Find which branches/PRs can be merged together: maximal conflict-free, test-passing subsets of changes.
i2
The middleware toolbox: signatures as data, decorators, wrappers and multi-object composition
streamlitfront
Generate streamlit frontends from python functions
inkmap
Per-pixel foreground coverage for photographed marks -- QR, barcodes, text, any shape you can model
dol
Base builtin tools make and transform data object layers (dols).
plcstream2py
stream2py interface to PLC data
contaix
Tools to make contexts for AI
cw
Command line Wizard - turn your Python functions into a CLI
reci
Compile declarative CI recipes into fully-wired GitHub Actions workflows with typed data-flow validation.
cosmodol
Azure Cosmos DB Data Object Layer — dol-style Mapping interfaces over the NoSQL/Core API.
sqldol
sql (through sqlalchemy) with a simple (dict-like or list-like) interface
mongodol
MongoDB Data Object Layer
config2py
Simplified reading and writing configurations from various sources and formats
enlace_docker
Docker / docker-compose backend strategies for enlace (mode=docker, compose, image, docker_attached)
ps
Call any available system command from python
songleaf
Dense, readable one-page song sheets (lyrics + chords + score snippets) from searchable sources
creel
Extract linked information from a mess or sources
denote
Portal and facade for audio-to-symbol tools (MIDI, chords, pitch from audio)
uf
Minimal-boilerplate web UIs for Python functions
ho
Http Objects - Tools to make python interfaces to http services
py2http
Declarative HTTP service entry point.
replize
Tools to create REPL interfaces
focal
Data Access Objects for local files
discorddol
Discord data object layers: read guilds, channels, threads and messages as Mappings
front
Getting from python objects to UIs exposing them
epythet
Beautiful, correct documentation from a Python package, with no boilerplate: Sphinx, README landing page, nested API tree, themes, docstring normalizer, agent-facing outputs, GitHub Pages
ju
JSON schema Utils
imbed
Tools to work with embeddings
dynamodol
dynamodb (through boto3) with a simple (dict-like or list-like) interface
fitted
Machine learning tools
au
Async Utils - A lightweight, convention-over-configuration async framework for Python
umpyre
Code analysis and quality metrics tracking system for CI/CD
redisdol
redis with a simple (dict-like or list-like) interface
sshdol
Easy dict-like access to server files
vd
A facade over vector databases — one interface, ~15 backends
isee
Python continuous integration (CI) support tools.
pydrivedol
pydrive (googledrive) with a simple (dict-like or list-like) interface
azuredol
Azure Storage Data Object Layer
illustration
agentic semantic image retrieval
py2store
Tools to create simple and consistent interfaces to complicated and varied data sources.
annals
Annals for AI agents: publish markdown, html, images, video, audio, PDFs and folders to a private page the owner reads on the phone, and get back a link.
http2py
Tools to create python binders to http web services.
aix
Artificial Intelligence eXtensions
dropboxdol
dropbox with a simple (dict-like or list-like) interface
qh
Quick Http web-service construction
grub
A ridiculously simple search engine factory
skill
AI Agent Skill Search and Management
liaise
Run the loop between a non-technical partner who tests an app and a coding agent that answers, fixes, builds and redeploys — over GitHub issues
hedger
Self-improving algorithmic trading bot with Claude-Code-driven reflection.
tituli
Text in video: title cards, credits, captions and calligrams with tasteful defaults
ductus
Gauge which parts of a text read as machine-written, and why, with the evidence anchored to exact characters
acquaint
People, and what they are involved in, for AI agents: who someone is, how to reach them, how to read them, how to write to them.
article
Tools to semi-automate the publication of articles
penlike
Model how an author, a group or a corpus writes, register by register, and give agents the skills to write in that style
intray
An in-tray for AI agents: publish markdown and html documents to a private page the owner reads on the phone, and get back a link.
doodad
Making access to names easier
scoreseek
Find a musical score by metadata across pluggable sources (APIs, datasets, local folders)
audiate
Render a symbolic music score (MIDI, MusicXML, ABC, ...) to audio
griot
Research a subject and write a spoken commentary script for it — reusable writers for braidio productions
artful
Storyboard data model and exporters — lacing-native panels along a timeline
openloops
Track the open loops between you and your coding agents: what they left open, what they need from you, and what is no longer blocked
meshed
Link functions up into callable objects
arangodol
ArangoDB with a simple (dict-like or list-like) interface
dagapp
Making apps from DAGs by just snapping your fingers
odbcdol
odbc (through pyodbc) with a simple (dict-like or list-like) interface
pchealthstream2py
stream2py interface to pc health
oplot
A medley of plotting tools for data analysis
dn
Tools for markdown parsing and generation
chromadol
Data Object Layer for ChromaDB
unbox
Finding imports in code
hm
Mnemonic tools
tonal
Tools for music analysis and generation
ij
Idea Junction - Connect of vague ideas and evolve them to fully functional systems
dexis
Data Lexis
hfdol
Simple Mapping interface to HuggingFace
owned
A little tool to manage secrets
flaskstream2py
stream2py interface to flask
hg
Homogenous Groups (Duplication detection, Frequent Itemsets, etc.)
typola
Probabilistic models over linguistic typology source data (WALS, Grambank, ...) with pluggable count-to-probability estimators.
aiofiledol
aiofile (async filesys operations) with a simple (dict-like or list-like) interface
recode
Tools to make codecs for time-series serialization and deserialization.
brand
A composable pipeline for brand name generation, evaluation, and availability checking
accompy
Generate backing track audio from chord charts
xa
Tools for managing remote Claude Code sessions across projects and machines
astern
Look astern: mine your past Claude Code sessions for recurring problems, friction, rewritten code, and the vocabulary gap between you and your agents
sung
Music data access
tabled
A (key-value) data-object-layer to get (pandas) tables from a variety of sources with ease
creek
Simple streams facade
paces
Turn instructional media into structured, interactive learning material
looks
A facade over video stylization: named effects with licence tiers
lkj
A dump of homeless useful utils
linked
Create and transform graphs
videostream2py
stream2py interface to video
loopyng
Generate synthetic signals for ML pipelines
hubcap
A dol (i.e. dict-like) interface to github
scribed
One facade over many speech-to-text (ASR) engines, plus a ledger to help you choose between them.
toolery
A searchable, self-maintaining catalog over any corpus of tools, skills, agents, and components.
lookbook
Distill raw image pools into optimized, high-diversity reference sets for character model training.
scraped
Tools for scraping
ov
OverView of a web app
imbed_data_prep
Modules to acquire and prepare data for the imbed package.
tec
Tools to inspect python objects
taped
Python's serene audio accessor
mv
Live video ML pipeline toolbox
yp
A mapping view to pypi projects
kodokan
Study Kodokan Judo throws from video via body-pose analysis
mood
Investigations in financial sentiment analysis
odus
Tools to provide easy access to prepared data to data scientists that cannot be asked.
scoopy
Python interface to live news
kc
Utils for filtering
guided
Getting from diagramming to programming
stream2py
Bring data streams to python with ease
hear
Easy access to audio data
hum
A python synthesizer for creating and manipulating audio signals.
s3dol
s3 (through boto3) with a simple (dict-like or list-like) interface
jy
Tools to control JS from Python (jy for Js pY or Js python proxY)
graze
Cache (a tiny part of) the internet
lag
Performance gauging tools
embody
Generate templated objects
elections
A unified Python interface to multiple election data sources from around the world.
funds
Historical finance data acquisition and caching
udos
Universal Dataset Open Standard
ke
A framework for building Knowledge Evaluation systems (evaluating information-extraction outputs; OCR as the noisiest special case)
opyratorfront
Generate opyrator UIs and webservices and docker containers from python functions
spyn
Tools to transform data into "model-less" operable inference objects
dol_cookbook
recipes for dol tools
extrude
Tool to run a composite web application to easily interact with python functions
uj
UI layers for ij
saying
AI-enabled quotes search
py2api
Declarative API entry point
test2doc
Generate documentation from tests
redisposted
Concrete implementation of posted (message-broker interface) for Redis
moji
Developing a full emoji language
py2json
Tools for json serialization of python objects
verb
Easy make mini-languages to do python things.
tested
Python test utils
guise
Semantic fingerprinting
haggle
A facade to Kaggle data
nbdol
Parametrized notebook manipulations
ftpdol
ftp with a simple (dict-like or list-like) interface
cult
Religious texts search engine
codify
Generate codes
babe
Data access and analysis of baby names statistics
bumph
Simple mapping view to docx (Word Doc) elements
ba
ba (Bayesian Association) provides a unified probabilistic framework for Qualitative Comparative Analysis (QCA) and Association Rule Mining (ARM)
atonal
Tools for atonal theory -- pitch class sets, forte numbers etc.
astate
Various AST utils
antescofo
A Python interface for Antescofo, the score following and synchronous programming language for music
su
Speech Utils
laugh
Access jokes through python
lexis
Wordnet wrapper - Easy access to words and their relationships
py2c
Tools to bridge python and C
posted
Interfacing with message-broker functionality
qo
Quick access to code favorites
acture
Python client for an acture MCP server — a dict-like facade over the Model Context Protocol. The acture library itself lives on npm (https://www.npmjs.com/package/acture).
aikb
Programmatic CRUD for AI project knowledge bases (Claude Projects, Gemini Gems)
aw
AI Agentic Workflows for data preparation and transformation
aw_agents
AI agents for agentic workflows deployable to multiple chatbot platforms
ayn
Agents You Need -- Tools to search and access the AI agents you need
pyrompt
Manage, share, and search prompts and prompt templates, with multiple templating languages
larder
Connect functions to stores - fetch inputs & persist outputs
titbit
A place to dump might-be-useful-again code as an alternative of leaving in a notebook where it will never be found again
raglab_bak
Backend of a system to explore RAG operations (formerly published as raglab)
coact
Reuse your AI stuff across the agent stack: COMPLETE skills into agent definitions and REALIZE them into running agents (glue over skill, aw, py2mcp).
dashfront
dash plugin for the front UI maker
git2py
Mapping git operation to a dict-like Data Object Layer
garble
Make bags of words and do stuff with them for make benefit
oq
Objects Quickly - AI tools at your finger tips
pacing
Platform for Agentic Clinical Intelligence with Networked Graphs
codrill
Extract code exercises from code itself
wrapex
Command Dispatch Refactoring Toolkit — programmatic access to skills, rules, schemas, templates, and examples for incremental command-pattern adoption.
cosmograph
Visualize large-scale network graphs and machine learning embeddings
sonification
Map data to sound allowing it to be interpreted it in an auditory manner
theremin
A video-to-sound theremin
xcosmo
Python extensions of cosmograph
wads-test
A repo to test wads repo management functionality
rh
Reactive Html Framework - Transform variable relationships into interactive web apps
wary
Dependency Monitoring
plunk
Miscellaneous stuff I plunk here until they grow up to a repo of their own
msword
Simple mapping view to docx (Word Doc) elements
tapyoca
A medley of things that got coded because there was an itch to do so
cosmodata
A portal to data sources
atypes
Abstractions for signal machine learning.
xv
Access to arxiv data
keyboardstream2py
stream2py interface for keyboard inputs
strand
Easy creation of non-blocking tasks
pyckup
Tools to provide easy access to prepared data to data scientists that can't be asked.
shaded
Tools for linear dimension reduction
viable
Diagnose source data for sound recognition ML
ohmic
Python tools for Electric Power Quality
linkup
Making mappings operable.
tu
Utils to work with iterables
og
Frequent itemsets -- fp-tree naeseth
cosmograph-widget
None
invest
Python access to structure stock market information
idiom
Access and operations with word2vec data
poclab
A place for POCs to be born and toddler around until they can walk on their own
ug
Utils using Google API
smart-cv
Tools to retrieve and check information and generate information based on CVs
kafkaposted
Concrete implementation of posted for Kafka
pipoke
Utils to acquire stuff from pypi and interrogate it
slang
A structural approach to signal ML
stogui
There is a bit of an air of mystery around this project...
lined
Building simple pipelines simply.
know
Funnel live streams of data into storage and other processes
oui
There is a bit of an air of mystery around this project...
slink
Generate sequences
wealth
Visualizing financial relations and evolutions
swipe
Swipe through data once with a comb that will pick up the points you're looking for.
manual
Python interfaces to system calls
trait
ML featurizer and transformer tools
likert
Tools to analyze Likert scale data
guide
Simple object to navigate complex python objects
gurgle
Wrappers to extend ML processing components (perform online/mini-batch learning - track residues - store data - track drift etc.)
forged
Tools for data generation
viral
Acquiring and analyzing covid-19 (coronavirus) statistics data
couchdol
couchdb with a simple (dict-like or list-like) interface
oldpy2store
Old version of py2store
vax
Finding covid vaccine appointment slots
sheet
Tools to extract content from ipython (jupyter) notebooks
peruse
Explore a waveform with slang
c2py
Create python wrappers that call c functions (without the headaches).
owner
Tools to prove ownership of content
py2dash
Tools to produce dash (plot.ly) interfaces from existing python functionality
odat
Getting sound/vibration data simply
ooq
Quick access to code favorites
splatter
Vizualizing multidimensional points in a pleasing and informative way
dacc
A declarative approache to data access object construction
on
Tools to make data access layers
zu
Useful Layers for Data Access
aspyre
There's a bit of an air of mystery around this project...
i2i
Tools to build adapters for one interface to talk to another
