Tobias Herber

Minimalist state management

TypeScript client for Object Storage Service

Minimalist frontend framework

Listen for link clicks

Generate consistent, unique shadow IDs based on input data. Combines SHA256 hashing, base62 encoding, and timestamp extraction for deterministic ID generation.

Opinionated testing utilities for Vitest configuration, environment loading, Prisma test databases, factories, and HTTP helpers.

Ensure a function is called only once, returning the cached result on subsequent calls. Useful for initialization functions or expensive operations that should run exactly once.

Wrap service methods with OpenTelemetry tracing. Automatically creates spans for each method call with error tracking and status reporting.

> Tiny function that tells you when the document is ready.

Track and manage execution context for requests, scheduled jobs, and background tasks. Provides type-safe context objects for different execution environments with support for parent-child relationships.

Route multiplexer for API endpoints. Dispatches requests to different services based on domain, path, and HTTP method with support for fallback handlers.

Generate URL-friendly slugs with collision detection. Automatically handles uniqueness and provides short ID generation with random padding.

Comprehensive validation framework with composable validators and modifiers. Define schemas with full TypeScript support and get detailed error messages.

Normalize email addresses to their canonical form. Handles Gmail dots, plus-addressing, and domain variations to prevent duplicate accounts.

Encryption utility for securely encrypting and decrypting secrets using entity-specific passwords. Uses SHA-512 for key derivation and provides a simple API for secret management.

Cryptographic hash functions using Web Crypto API. Returns base62-encoded hash strings for compact, URL-safe representations.

Canonicalize JSON according to RFC 8785 standard for deterministic serialization. Ensures consistent JSON representation regardless of key order, essential for signing and hashing.

Base62 encoding and decoding utility for converting strings and byte arrays into URL-safe, compact representations. Useful for shortening IDs, creating readable tokens, or encoding binary data.

Type-safe environment variable validation. Ensure required environment variables exist and have proper types at application startup.

Multi-layer caching with Redis and in-memory LRU cache. Supports tag-based invalidation, dynamic TTL, and local-only caching for optimal performance.

Redis client utilities with automatic reconnection, lazy initialization, and Redis Streams support. Simplifies Redis connection management with exponential backoff and error handling.

Enhanced serialization using SuperJSON to handle complex types that standard JSON cannot encode. Preserves Maps, Sets, Dates, and other non-standard JSON types.

Get geolocation information for IP addresses. Retrieves country, city, timezone, coordinates, ASN, and organization data from the geojs.io API.

Access a comprehensive timezone information database. Provides timezone names, codes, UTC offsets, and labels for all major timezones.

Distributed cron job scheduler using BullMQ and Redis. Schedule recurring tasks with cron expressions that run reliably across multiple instances.

Type-safe RPC client for making remote procedure calls. Provides automatic serialization, error handling, and request memoization.

Create, retrieve, and update Google Forms, surveys, and quizzes. Configure quiz answer keys with point values and automatic feedback. Retrieve form responses and quiz grades, with filtering by timestamp. Set up push notification watches for form schema ch

Use Slack bot OAuth or user OAuth to send, update, delete, and schedule messages; list and cancel scheduled messages; open DMs and group DMs; manage conversations, members, files, reactions, pins, bookmarks, reminders, user groups, and user status; search

Axios-backed HTTP handler for AWS SDK for JavaScript v3 clients running inside Slates integrations.

Generate text, images, audio, and video using large language models and multimodal AI. Create chat completions, generate and edit images from text prompts, convert text to speech, transcribe and translate audio, generate video, and create text embeddings

JWT signing and verification using the jose library. Supports HS256, RS256, and ES384 algorithms with standard JWT claims.

Convert audio to text transcriptions and synthesize natural-sounding speech from text using Google's neural network models. Perform synchronous, asynchronous, and streaming speech-to-text recognition across 125+ languages. Create and manage recognizer con

Programmatically manage automated workflows (Zaps) that connect thousands of cloud applications. Browse the app directory, create and configure multi-step Zaps with triggers and actions, manage user authentications for connected apps, retrieve Zap templat

Shared helpers for Microsoft OAuth and Graph flows in Slates.

Generate text and analyze images using Claude language models. Send conversational messages with configurable parameters (model, temperature, system prompt) and receive AI-generated responses, with optional streaming. Execute Python code in a sandboxed en

Manage Git repositories, branches, commits, and pull requests. Create, update, query, and delete work items (bugs, tasks, user stories, epics) using boards and backlogs. Trigger and monitor CI/CD pipeline runs, view build logs, and manage pipeline definit

Manage Power BI workspaces, datasets, reports, dashboards, and dataflows. Create and refresh datasets, trigger data refreshes, execute DAX queries, and push real-time data into tables. Import PBIX and Excel files into workspaces. Generate embed tokens for

Read and write Excel workbook data stored in OneDrive for Business and SharePoint. Manage worksheets, cell ranges, tables, charts, and named items. Read and write cell values, formulas, and number formats across arbitrary ranges. Create and manage structu

Index, search, and analyze documents in Elasticsearch clusters. Create and manage indices, aliases, and composable index templates with custom mappings and settings. Perform full-text search, structured queries, aggregations, async search using Query DSL,

Manage Pinecone vector database indexes and records for AI applications. Create and configure serverless, BYOC, integrated-embedding, and legacy pod indexes. Upsert, search, fetch, update, list, and delete vectors with metadata filtering and namespace par

Transcribe short audio, fast single files, or batch audio URLs with Azure AI Speech. Convert text or SSML to neural speech audio attachments, list available voices and base speech models, assess pronunciation on short audio, and manage text-independent sp

Use Deepgram REST APIs for pre-recorded speech-to-text, text-to-speech, text intelligence, model discovery, project administration, usage, request troubleshooting, and billing reporting. Supports asynchronous processing via callbacks for transcription, sp

Extract structured data from PDFs, Word documents, and image-based documents using OCR and pattern recognition. Import documents via base64 content or URL fetch, manage document parsers and model layouts, track document processing status, and retrieve par

Extract text from scanned documents and images using optical character recognition (OCR). Convert scanned PDFs and images into editable Word, Excel, PDF, RTF, and plain text formats returned as Slate attachments. Supports 46 recognition languages, zonal O

Extract structured data from receipt and invoice images using OCR and machine learning. Submit documents as base64-encoded content or public HTTPS URLs. Extract totals, tax amounts, dates, merchant details, line items, raw OCR text, and account-enabled fr

Extract text from images and PDF documents using optical character recognition (OCR). Supports multiple file formats (JPG, PNG, GIF, BMP, TIFF, PDF) via file upload, URL, or Base64 input. Choose from three OCR engines optimized for speed, complex backgrou

Generate text and chat completions using Cohere's Command family of large language models, with support for multi-turn conversations, retrieval augmented generation (RAG), tool use, reasoning, vision, structured output, and translation. Create text and im

Generate chat completions, embeddings, and structured outputs using Mistral AI's language models. Process documents with OCR to extract text, tables, and images from PDFs. Transcribe audio with speaker diarization and generate speech audio returned as Sla

Run AI inference on open-source language models with ultra-low latency using Groq's LPU hardware. Generate text via chat completions and the Responses API, produce structured JSON outputs, and perform function calling with built-in, remote (MCP), or local

Run and manage large language models locally or via Ollama Cloud. Generate text completions, conduct chat conversations, and create vector embeddings. Support tool calling (function calling), structured JSON outputs, log probability metadata, and thinking

Run, fine-tune, and deploy machine learning models via API. Create predictions on public or private AI models with synchronous or streaming output. Fine-tune existing models with custom training data. Manage model versions, deployments, and scaling config

Generate chat completions, thinking-mode reasoning responses, and code completions using DeepSeek V4 models. Supports non-streaming chat, structured JSON output, function calling with up to 128 tool definitions, beta strict tool-call mode, beta fill-in-th

Access 400+ AI models from dozens of providers through a single unified API. Send chat completions and Responses API requests with text, images, and PDFs using OpenAI-compatible schemas. Generate structured JSON outputs, perform tool calling, create text

Create and manage SNS topics (standard and FIFO) for pub/sub messaging. Publish messages or message batches to topics, directly to SMS phone numbers, or to existing mobile platform endpoints. Subscribe and unsubscribe endpoints using various protocols. Co

Manage email, SMS, and push notification marketing campaigns for eCommerce. Create and update customer profiles, manage lists and segments, build automated messaging flows, track events, and query performance reports. Supports product catalog management f

Manage and orchestrate containerized applications on Kubernetes clusters. Create, update, scale, and delete workloads including Pods, Deployments, StatefulSets, DaemonSets, ReplicaSets, Jobs, and CronJobs. Configure service discovery and load balancing th

Automate headless Chrome/Chromium browsers in the cloud for web scraping, content extraction, and browser automation tasks. Scrape pages with CSS selectors, Smart Scrape cascading strategies, URL mapping, asynchronous crawls, rendered HTML retrieval, web

Search and prospect B2B contacts and companies from Apollo's people and organization database. Enrich people and organizations, manage contacts, accounts, deals, tasks, sequences, and call records, and query Apollo usage, conversation, and analytics APIs.

Run, schedule, and manage web scraping and browser automation Actors. Start Actor runs synchronously or asynchronously with custom input and runtime options. Create reusable Actor tasks with saved configurations. Store and export scraped data in datasets

Connect to SonarQube Server or SonarQube Cloud to inspect and triage code quality data from the Web API. This integration searches projects, lists branches and pull request analyses, reads metrics and measures, explores test coverage, searches issues, cha

Upload, download, copy, and delete blobs (block, append, page) in Azure cloud storage. Create and manage containers, set blob metadata and properties, and configure access tiers (Hot, Cool, Cold, Archive). Manage blob snapshots and versioning for point-in

Create, manage, and optimize advertising campaigns across Google Search, Display Network, YouTube, and Shopping. Configure ad groups, keywords, bidding strategies, audience targeting, and geographic targeting. Track and import conversions including offlin

Query and retrieve analytics reports on user interactions, traffic, and engagement metrics across websites and apps. Send event data to GA4 via the Measurement Protocol for tracking server-side and offline interactions. Manage GA4 accounts, properties, da

Connect to Odoo business data and workflows across CRM, Sales, Accounting, Purchase, Inventory, Projects, and other installed modules. The integration automatically uses Odoo 19+ JSON-2 for current API-key connections and keeps legacy JSON-RPC support for

Store, retrieve, and manage unstructured data as objects in Google Cloud Storage buckets. Create, configure, list, and delete buckets with geographic location and storage class settings. Upload, download, copy, move, and delete objects with support for re

Manage Stripe customers, payments, recurring subscriptions, invoices, products, prices, refunds, disputes, payouts, coupons, and manual tax rates. Create Checkout and Billing Portal sessions and payment links. Inspect account identity, balances, and trans

Trigger, manage, and monitor CircleCI pipelines, workflows, and jobs. Retrieve artifact links, test metadata, workflow insights, and flaky-test details. Manage project and context environment variables, scheduled pipeline triggers, and signed outbound web

Upload, download, create, copy, move, rename, trash, and permanently delete files and folders in Google Drive. Search for files using complex queries filtering by name, MIME type, owner, modification date, labels, and other metadata. Share files and folde

Connect Google Chat for spaces, memberships, messages, reactions, attachments, direct messages, message search, space events, read state, notification settings, sidebar sections, custom emoji, and organization-wide admin space search.

Analyze images using pre-trained machine learning models. Detect and label objects, faces, landmarks, logos, and text (OCR) in images. Extract text from photos, documents, PDFs, and handwritten content. Detect explicit or unsafe content with SafeSearch. I

Generate text and chat responses with available Palmyra and external models. Use custom function calling, Knowledge Graph retrieval, web search, and structured JSON responses. Create and manage Knowledge Graphs, upload text or binary files, discover proce

Store, search, and manage data objects with vector embeddings in an AI-native vector database. Create and configure collections with vectorizers and generative modules. Import objects individually or in batches with automatic or custom vector embeddings.

Transcribe audio and video URLs with asynchronous or real-time speech recognition. Discover transcription jobs, retrieve transcripts and audio intelligence, and delete pre-recorded or live results. Configure speaker diarization, translation, summaries, se

Create and manage custom data sources and datasets, submit structured records, and verify ingestion outcomes. Discover the authenticated user, supported timezones and accessible data sources; read stored dataset rows with API v2.

Query and mutate Content Lake documents, read exact current or historical content, discover projects/datasets, manage dataset and document-webhook lifecycles, upload assets, and download original dataset files.

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Manage Roboflow computer vision projects and image datasets. Discover projects and image batches, upload and annotate images, search and tag datasets, generate and export dataset versions, start and stop model training, list trained models, run hosted obj

Discover model endpoints and their OpenAPI input/output schemas, inspect current model pricing, and run image, video, speech, transcription, or arbitrary model inference. Generated media is provided as downloadable files with provider URLs when hosted. Up

Create and manage annotation projects, tasks, and batches through the Scale v1 API. Discover projects and batches, submit annotation tasks, retrieve results, update task metadata and tags, manage deduplication identifiers, and inspect batch progress. Team

Generate images from text prompts using Stable Image Ultra, Core, and Stable Diffusion 3.5. Edit, relight, upscale, and guide images with sketch, structure, or style references. Download generated image files and GLB 3D models, recover asynchronous result

Read and manage Mode reports, SQL queries, collections, datasets and reusable SQL definitions. Inspect asynchronous runs, download existing results as CSV, JSON or PDF, and manage recurring report schedules.

Optimize content for SEO using semantic analysis and NLP-driven recommendations. List projects, create keyword queries, and retrieve SEO recommendations including target word counts, term suggestions for titles/headings/body, entity recommendations, conte

Generate personalized videos, text-to-speech audio, AI avatars, lip-synced videos, and sound effects. Create AI avatars from video or photo, then produce HD videos with synthesized speech from text scripts. Convert text to natural-sounding speech in 70+ l

Manage collaborative team conversations across email, SMS, WhatsApp, Facebook Messenger, Instagram, live chat, and custom channels in a shared inbox. Browse, filter, and retrieve conversations by mailbox, team, label, or contact. Send messages and drafts

Retrieve form definitions, field structures, and submission results from Formsite online forms and surveys. List all forms and their status, get item/field definitions for labeling, and search, filter, sort, and paginate through form submission data. Retr

Extract structured data from web pages using natural-language descriptions or typed attributes, and parse HTML or text you already have. Convert pages to Markdown text and downloadable files. List reusable scrapers, inspect their configuration, run them s

Create and list clients, projects, deals, and tasks in Bonsai. Read task details, discover team members and task board columns, and apply saved task templates.

Render Plasmic pages and components as HTML, inspect project models, and manage headless CMS content. Discover CMS model identifiers and field definitions, query or retrieve individual entries, count results, create one or multiple entries, update fields,

Manage and deliver structured content, pages, and media assets in a headless CMS. Fetch content items and lists, retrieve pages and sitemaps, and query content via GraphQL. Create, update, delete, publish, and unpublish content items and pages, including

Scrape public web pages and return raw HTML, JSON, or markdown content. Bypass anti-bot protections and CAPTCHAs automatically with rotating proxies across 150 countries. Render JavaScript-heavy pages using a headless browser with configurable wait condit

Scrape and extract data from any website with automatic proxy rotation, headless browser rendering, CAPTCHA solving, and retries. Fetch full rendered HTML or plain text from web pages. Extract specific page elements using CSS selectors. Ask natural langua

Generate chat responses, images, speech audio, transcription text, embeddings, moderation classifications, and MiniMax videos through AI/ML API. Discover model IDs and capabilities before invoking a model, identify the connected account, and retrieve asyn

Manage Parsio mailboxes, submit HTML or text for asynchronous or synchronous parsing, retrieve extracted JSON, and inspect document processing. List, inspect, enable, disable, delete, or clone existing templates between mailboxes. Configure and inspect we

Extract structured data from web pages and supplied HTML/text. Search the Knowledge Graph with DQL, enrich person and organization records, and analyze text for entities, facts, and sentiment. Create and manage website crawls and bulk URL extraction jobs,

Use APIpie's OpenAI-compatible API to generate chat responses, analyze images, create embeddings, generate downloadable images and speech, search and scrape web pages, manage RAG document collections, discover models and voices, inspect usage, and read or

Generate image alt text using a public image URL or base64 upload. Choose languages, SEO context, writing style, product details, and a Final Pass prompt. Read your account and credit usage, browse or search the image library, edit or delete records, proc

Order audio and video transcription, follow processing status and billing holds, download transcripts and captions, upgrade or cancel audiofiles, review invoices and balance, and read the account notification URL.

Extract structured data from websites using AI-powered web scraping. Create and trigger scraping jobs for existing workflows, retrieve extracted data shaped by user-defined schemas, and manage webhook subscriptions for real-time event notifications. Suppo

Estimate gender from names, email addresses or usernames with country context and optional AI inference. Use the current API for mixed batches, nullable prediction evidence, request IDs and billing details. Existing V1 single and bulk tools remain availab

Generate spoken audio with multiple voices and per-segment speech controls, browse voices by language, and transcribe audio into downloadable transcripts and SRT subtitles.

Search Google, Google Light, Bing, Baidu, Yahoo, Yandex, DuckDuckGo, and Naver. Query Google Images, Videos, News, Shopping, Maps, Scholar, Trends, Jobs, and Autocomplete, or search YouTube. Look up canonical geographic locations, retrieve saved search hi

Manage users, course offerings, enrollments, numeric grades, assignments, content modules, discussions, announcements, calendar events, and awards. Read quizzes, attempts, assignment submissions, groups, and sections. Discover organization unit types, org

Programmatically edit and generate videos, images, and audio using a JSON-based timeline model. Arrange clips with transitions, effects, filters, and overlays. Create reusable templates with merge fields for mass video personalization. Ingest and transfor

Post and schedule content to social media platforms including TikTok, X (Twitter), and Instagram. Operates as a skill/plugin within the OpenClaw agent framework to automate cross-platform social media publishing.

Manage IT equipment return and recovery logistics for remote employees. Create single or bulk orders to retrieve laptops, monitors, tablets, and cell phones via prepaid shipping boxes. Track order status through the full lifecycle — from shipping label cr

Capture website screenshots with full-page capture, custom viewport sizes, dark mode, cookie banner removal, and PNG or JPEG output. Each capture uses your account's screenshot allowance. The tool returns the provider's screenshot URL and prepares the gen

Build and execute multi-step AI workflows combining multiple AI systems (ChatGPT, Claude, Gemini, Mistral, Stability AI). Create and manage apps, run batch processing jobs with CSV-style row data, and retrieve results. List and use pre-built templates for

Track keyword rankings across Google SERP and AI search platforms. Create and manage tracking projects, monitor keyword positions by location and device type, and retrieve historical SERP data. Analyze share of voice, competitor visibility, search volume,

Search local businesses by keyword, category, location, phone number, price level, and delivery availability. Retrieve business details, review excerpts, and autocomplete suggestions, match known businesses to Yelp IDs, and discover category aliases for s

Discover campaigns, start personalized deadlines, record purchases, and submit custom events. The **Start Deadline via Custom Webhook** tool uses the campaign-specific webhook documented in Deadline Funnel's [Custom Webhook Integration guide](https://docs

Create, read, update, and delete records in custom no-code business applications. Discover apps, retrieve list metadata, and query records with filters, sorting, and offset pagination. List, inspect, create, update, and delete webhook subscriptions for re

Extract structured fields, line items, and VAT rates from business documents with Typless. Submit documents for asynchronous processing, retrieve finished jobs from the poll queue, and add verified examples to training datasets. Legacy synchronous extract

Search Kaggle competitions, datasets, notebooks, and models. Inspect competition files, leaderboards, and submission history; inspect dataset metadata and files; retrieve notebook source, output metadata, and execution status; create dataset versions, pus

Manage projects, start Autopilot, inspect trained models and feature impact, and manage datasets in the AI Catalog. Register and deploy model packages, run serverless or batch predictions, and inspect deployment health, accuracy, and drift. Discover predi

Predict the gender of a person based on their first name, full name, or email address. Returns gender classification (male, female, or unknown) with accuracy/probability scores and sample counts. Improve prediction accuracy by providing country code, IP a

Query EVM blockchain balances, blocks, transactions, logs, and smart contracts through Alchemy. Read ERC-20 metadata and spending allowances, search historical transfers, inspect NFT holdings and ownership, and look up current token prices. Broadcast sign

Automate Podio items and comments, discover organizations, workspaces, and apps, and trigger Podio Workflow Automation flows through ProcFu. Run saved ProcScript code, manage global variables, query connected MySQL databases, and send authenticated reques

Manage Doppler email marketing lists, subscribers, custom fields, campaigns, HTML content, and recipients. Start subscriber imports and monitor their asynchronous tasks. Retrieve account resources, search account subscribers, review campaign performance,

Connect your AlgoDocs account, discover extractors and folders, upload documents from URLs or base64 content, and retrieve extracted data. Download original documents or available Excel, JSON, XML, TXT, and CSV results.

Convert files between 100+ formats including documents (PDF, Word, Excel, PowerPoint), images (JPG, PNG, WebP, AVIF, HEIC), data formats (JSON, XML, CSV, YAML, Parquet), eBooks (ePUB, MOBI), audio/video (MP4, MP3, WAV), and subtitles (SRT, VTT). Extract t

Manage social proof campaigns and retrieve notification settings, performance statistics, and collected leads. Discover campaigns and notifications, toggle campaign status, and inspect account activity, impression usage, and pixel settings.

Discover Sensibo devices, inspect their current AC state and supported capabilities, control compatible air conditioners, and read environmental measurements and device events. Manage timers and schedules and configure Climate React rules.

Manage technical hiring with HackerRank Screen and HackerRank Interview: create and configure assessments, invite and track candidates, retrieve downloadable candidate PDF reports, and schedule or update live coding interviews. Discover questions and temp

Manage localization projects, source files, strings, translations, tasks, translation memories, and glossaries with Crowdin API v2. Discover the connected user, authorized projects, supported languages, project members, branches, and directories. Track tr

Search, index, and manage records and indices using Algolia's hosted search platform. Perform full-text search with typo tolerance, faceting, filtering, geo-search, and multi-language support. Configure index settings, searchable attributes, custom rankin

Accept cryptocurrency payments through your own BTCPay Server instance. Create and retrieve invoices, update invoice metadata and status, prepare refunds, discover stores and payment methods, manage payment requests and pull payments, inspect on-chain wal

Create hosted checkouts, cryptocurrency invoices, payment links, and deposit addresses. Create wallets, inspect balances, send payouts, query transactions, fetch products, and retrieve exchange rates, token prices, gas prices, and ERC-20 contract informat

Scrape, crawl, search, parse, monitor, and extract data from the web with Firecrawl v2. Convert pages and uploaded files into markdown, HTML, screenshots, links, summaries, structured JSON, answers, highlights, and media URLs with JavaScript rendering, br

Create and manage email and SMS campaigns, send WhatsApp and transactional messages, organize contacts in groups and mailing lists, inspect campaign reports, activate existing automations, maintain reusable email templates, configure webhooks, and discove