MCP servers for mcp-server

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg progra

Open-source MCP server for comparing products and asking the buyer before purchase.

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is

Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.

⚡ Blitz Strike — a universal MCP penetration-testing toolbelt. Structured methodology: reconnaissance & attack-surface mapping, source-to-sink analysis, and live validation. 57 escalation chains, 130-

MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can chec

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zer

Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataF

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fully local.

Win顺：免费开源的 Windows 快速搜索启动器。双击 Ctrl，拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴板历史（代替 Win+V）、对话框搜索、任务栏搜索、插件、AI 助手 MCP。Free Windows search launcher: pinyin file search, full-text search, clipboard history, MCP server

🍟 麦当劳门店派对成团调度 Skill — 把派对从「策划」推进到「办得成」：成团概率雷达 / 包场vs拼团 / 择日黄历 / 儿童营养指数 / 招募卡与邀请函

Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

BankMCP™: your AI can now read your bank. Self-hosted, read-only MCP server for your own bank accounts via open banking (Enable Banking). Standard MCP; tested with Claude and Ollama.

A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds China MCP Server · Agent Skill for WorkBuddy · 麦当劳程序员创意开发大赛参赛作品

Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio)

Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.

System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotics

A Geiger counter for AI agents — one read-only command that inventories every agent, MCP server, plugin, and AI extension on a machine

A browser runtime that lets AI agents control your real Chrome browser via MCP. Agents can explore websites, generate operation manuals, and reuse them to save tokens. AI操控你的真实浏览器。

Open-source control plane for Codex projects: Git-backed context, visible agent progress, scoped MCP access, resumable work, and safe handoffs.

M-CODE WRAPPED · 麦当劳数据全景报告 + 个人年报 + 方言播报

OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP integration. By the OSINT Exper

Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.

A Codex plugin and local MCP runtime for context-bounded image generation and inspection.

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent — zero-dependency Python CLI + MCP server + Claude Code plugin

Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP

19 open-source MCP servers (308 tools) that give AI agents the Iranian web: Digikala, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman.

Local-first MCP password and credential manager for AI agents. Use passwords, API keys, SSH identities, and TOTP without exposing hidden plaintext to the model.

ESPN draft and lineup tools for Codex and other MCP clients, with browser sign-in, approval modes, per-team limits, and server monitoring.

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS support.

麦当劳 MCP Agent Skill：查「附近有什么麦麦活动」，生成卡通活动地图——门店位置取自官方经纬度，只展示已核实可预约场次 🍟

Open-source cookbook for the Stormy Social Data API and MCP server (Model Context Protocol) — one REST API for the TikTok API, YouTube API, Instagram API, LinkedIn API, X (Twitter) API and Reddit API.

The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants

Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

Open-source Laravel starter with Filament, NativePHP SuperNative, and MCP

Local search across your files, git repos and AI agent sessions on your Mac. An MCP server gives your agents the best context, a 3D map shows your work by topic, and git blame shows who knows what.

Revenue-first website analytics installed and verified by AI agents through MCP

AI image and video generation skill for Claude Code and other coding agents — Gemini, OpenAI and Kie AI behind one CLI and MCP server, with EU AI Act content marking.

An end-to-end encrypted channel between coding agents, anywhere

A local video studio for your coding agent. Describe a video in one sentence: your agent directs, your machine renders. Claude Code, Codex, Cursor, Devin and more. No API keys, no uploads.

Native macOS video editor that coding agents can drive: everything the UI does, Claude Code and Codex can do through the bashcut CLI or MCP server. Layered timeline, captions, voiceover, plugins.

Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic r

Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA,

WordPress MCP server plugin, live on WordPress.org. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 56 abilities, self-contained, no cloud.

Девять российских маркетплейсов и китайский Taobao как MCP-серверы: Wildberries, Ozon, Яндекс Маркет, Детский мир, Авито, Мегамаркет, Lamoda, DNS, Ситилинк. Плюс сравнение цен по всем сразу. Только чт

jev-seo: Rust SEO and GEO CLI plus MCP server for coding agents: 50-rule audits, live crawls, GEO scores, rank drift, CI gates. MIT, zero subscription.

🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI

🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep), zero-dependency Node.

Morocco's 1,503 communes as open data: HCP codes, the 2024 and 2014 censuses, boundaries, an HTTP API and an MCP server.

Search 200M+ patents and scientific literature in natural language directly inside Claude, Cursor, or any MCP-compatible AI tool. Powered by PatSnap's global R&D intelligence database.

TypeSafe Jev for DeepSeek Harness, the Model Context Protocol, and plain Node: typed judgments instead of prose, offline by default.

Multi-vault and multiuser Obsidian MCP

SEO & GEO MCP server for Claude, Codex, Cursor and any MCP client: Search Console, GA4, PageSpeed, Core Web Vitals, structured data, llms.txt, AI crawler checks, WordPress (Yoast, WP-CLI over SSH), Gi

Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.

A lightweight, Git-backed permanent memory for AI agents.

The Arabic AI ecosystem as a map, a list, and a skill your agent can install.

Android emulator & ADB GUI for Mac: dark mode, font size, RTL, TalkBack, network, GPS, Layout Inspector in dp. Built-in MCP server lets Claude Code, Codex and Cursor drive the emulator.

Free proxies that actually work: 700+ sources, every hit verified (honeypots, injected scripts, TLS), a live list every hour, a rotating proxy server and an MCP server for AI agents.

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

Unofficial read-only MCP server for Snappfood & SnappMarket: search food and groceries, compare prices, find deals.

Connect an AI agent to Verified Handles: setup for each client, the MCP Registry listing, a Claude Desktop extension.

Independent, source-backed handbook for DeepSeek AI's official DeepSeek Harness (dsh): agents, plugins, security, troubleshooting, and runbooks.

Source-aware China inbound travel data, CLI, HTTP API, and MCP server

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP serve

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, o

Give the agent "this" and he gets a real PC.

Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to th

Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON

Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.

Unofficial read-only MCP server for Digikala: search products, compare sellers and prices, price history, reviews, deals.

A floating chat bubble that lets Claude Code, Codex or OpenCode use your Android phone. Runs inside the app on your own subscription or free models. No adb, no PC, no root.

Email inbox API for AI agents, self-hosted on Cloudflare Workers. Open source, with an MCP server. AgentMail alternative.

⚙️ Industrial-grade pure TypeScript STL ➔ 100% Watertight Solid STEP AP242 B-Rep & CAD Features JSON engine with built-in MCP server for AI agents. Features exact Gauss-Mirtich 3D inertia, ISO threads

将工业设备变成 AI 可控工具的 MCP 服务器。支持 Modbus、OPC UA、MQTT 三种协议，内置设备仿真引擎、物理模型和完整的调试工具链。让 Claude 用自然语言监控传感器、启停电机、执行工厂巡检。

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 171 schematic, layout, routing, design-review, and manufacturing tools to Claude, or the LLM of your choosing

Stateless governance proxy for MCP (2026-07-28): policy, dry-run, human confirmation, audit, tracing

A free, open-source Shopify store and Meta ads spy tool. Find winning stores, see the ads they run, track competitors. Every number measured, nothing estimated.

🍟 麦当劳中国官方 MCP 智能助手技能：把 35 个原子工具编排成 4 条业务流 —— 活动推送 · 联名关注 · 最优惠点餐 · 多人群点聚合账单。算价用 calculate-price 真算，下单必二次确认。｜McDonald's China MCP agent skill: campaigns, collab watch, best-value ordering, group bill s

Official MCP server for Consensus. Search 220M+ peer-reviewed research papers from Claude, ChatGPT, Cursor, and any MCP client.

MCP server and Claude skills for PPC landing pages, A/B experiments, and first-party conversion tracking. Build Google Ads and Meta pages, run cross-domain experiments, and pull CRO reports via the UX

Know why your model won't print. Fix it. Prove it. — mesh analysis, repair and smart retopology for 3D printing, by Geekatplay Studio

MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl.

Give ChatGPT a real terminal on your Mac. Open-source MCP bridge for shell, files, PTY sessions, jobs, and Codex history.

Anti-hallucination gate for AI coding agents — 8 MCP tools catch invented APIs (17 languages), fake "all tests pass" claims, and slopsquatting packages before they ship. Zero-dependency Agent Plugins

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

MCP server + browser sidecar extension that lets AI agents run Google AI Mode searches using your own logged-in browser session

Tested MCP server, MCPB, Docker, and OpenAPI for annotated post-trade candlestick charts from broker or exchange fills.

Terminal discovery hub and package manager for AI coding tools, MCP servers, and agent skills. Built with Python & Textual

Let Claude and Codex call each other from their desktop apps to review, cross-check or implement, with a live side panel. / 让 Claude 与 Codex 在各自桌面版里互相审查、协作的插件。

Make videos with your coding agent: pick a style, then point at the frame and say what to change. Works with Hyperframes, Remotion or any video tool, over MCP.

Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in openc

MCP server for Redmine. Enables AI agents to work with issues using simple natural language commands.

Keenetic router control for Claude Code, Codex, Cursor and any MCP agent. An MCP server over the router's own RCI API, plus ready-made plugins whose skills teach the agent how the hardware really beha

Software engineering discipline grounded in named primary standards (OWASP, ITIL, IETF RFCs, ISO, BABOK, SBAR, and more), shipped as a Claude Code plugin and an MCP server.

Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.

TypeScript MCP server for Overleaf Git projects

LLM-first Three.js WebGPU scene and animation authoring with a persistent native viewport and typed MCP editing

Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model m

Self-hosted error tracking. A drop-in for Sentry and AppSignal SDKs: one Go binary and Postgres, with Slack, Linear, email and an MCP server for coding agents.

Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No A

OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

2Captcha MCP server for AI agents with web search, web scraping, browser automation, captcha solving, and scalable web data collection.

🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepSeek, OpenAI) for automated security workf

16 reusable skills and 6 agents for Codex, Claude Code, Cursor, OpenCode and Grok Bot: Humanizer, ML debugging, PR review and Skill Watch.

Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents symbol-level reads of TS/JS, Rust, Python, Java, Go, JSON, and Markdown

MCP server that gives AI agents Frama-C: EVA, WP, and sandboxed ACSL iteration

Free web search and page fetching for agents. Hosted MCP, no API key required.

MCP server for Yelp: business search, place details and the full review feed as JSON. Hosted, no Yelp Fusion key. 1,000 free credits every month.

MCP server for Glassdoor: search job listings by keyword and location, read one posting in full with the employer rating and the salary figure with its provenance. 1,000 free credits every month.

MCP server for Facebook: a public page or profile by handle with likes, followers, contact details and the post feed with reactions. No Meta developer app. 1,000 free credits every month.

Ship iOS and Android apps from your AI agent. MCP server for App Store Connect, Google Play Console and Expo EAS.

Connect AI agents to a live Synopsys Verdi session through MCP: waveforms, signal values, driver tracing, and RTL source.

Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agents in one repo can see each other's plan, tasks, and file claims.

The bridge for remote MCP — seamless OAuth, resilient auth recovery, production-grade reliability

Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's in your own notes anymore.

MCP server that turns the pi coding agent into a steerable background worker: delegate a task, redirect it mid-run, and keep its context out of your own.

MCP server for Bing search: organic results, the ad block and the Copilot answer, with geo, market and language targeting. No Azure subscription. 1,000 free credits every month.

MCP server for Yellow Pages: search local businesses by keyword and location, read one listing in full with services, brands and payment methods. 1,000 free credits every month.

MCP server for Walmart: keyword and category search, product pages with the buy box and other sellers, and the review feed with its filter block. 1,000 free credits every month.

MCP server for Redfin: search for-sale, for-rent and sold listings with the full filter set, and read one property page in full. No MLS licence. 1,000 free credits every month.

MCP server for Shopify storefronts: pull the public product catalogue and collections of any store by URL, with variants, SKUs and prices. No app, no merchant token. 1,000 free credits every month.

MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free credits every month.

A shared to-do list for you and your AI coding agents

Amber Notes: the free, open-source notes app for iPhone and Mac that ChatGPT and Claude can use (MCP).

Your coding agent gaslights you. GODKILLER doesn't. Disk gates > vibes. claim_done only after verify.

The execution safety layer for AI agents.

Amazon MCP server by HasData: keyword search, product details, seller profiles and seller catalogues, as JSON.

MCP server for Google Images: image search with size, colour and type filters, 100 results a call with the source page and the full-resolution URL. 1,000 free credits every month.

MCP server for HasData's Web Scraping API: fetch any public URL through managed proxies, render JavaScript when needed, and get markdown, text, HTML or structured JSON. From 1 credit a call.

Free, open source call recorder and bot-free AI meeting note taker for Mac: record Zoom, Meet, Teams, FaceTime, WhatsApp and phone calls, get transcripts and meeting notes.

In-memory graph database and Gremlin traversal engine in Rust: browser playground, CLI, MCP server for AI agents, durable store, Python bindings.

Visual verification browser for AI coding agents: daemon-based WebKitGTK, real rendering, ~13ms window spawn

Official TipRanks MCP server — live analyst ratings, Smart Score, technicals, options, insider/hedge-fund activity, ETFs, and your TipRanks portfolios for AI agents. Hosted at mcp.tipranks.com/mcp/.

The memory layer that gets better as you use it. What broke, why, what depended on what, even the "push this to Wednesday" kind of thing that never makes it into any doc. No one has to write it down.

Baron Munchausen — local memory for coding agents that outlives the chat, with a verdict on every answer. Public alpha.

MCP server: turn narrated screen recordings into agent-ready data — local Whisper transcript, scene keyframes, OCR, wall-clock anchoring. Record your screen, talk — your AI agent files the bugs.

AI smart home assistant for Home Assistant: LangGraph agent + MCP tools + RAG knowledge graph + vision perception

MCP server for Claude Desktop and other Model Context Protocol clients — sandboxed filesystem access (read/write/edit/search) plus Dev Mode-gated shell command execution, scoped to a single workspace

Open-source MCP server for Autodesk Navisworks Manage 2024-2026: AI-assisted BIM clash detection, root-cause analysis, coordination plans and verified model workflows.

Rust-native multi-session headless IDA Pro MCP server. One supervisor, one IDA worker per database, compatible with the ida-pro-mcp public contract.

Your agent cannot listen to audio. harken fixes that — locally. MCP server + CLI, one 13 MB binary, fully offline: no Python, no ffmpeg, no API key.

ChatGPT <-> Codex bridge: local coding agents ask ChatGPT for advice, and ChatGPT can inspect or steer your running Codex sessions. No API key.

AI-native, self-hosted studio for editable video, motion, documentary creation, social publishing, and workspace collaboration.

A self-hosted home for your team’s AI-generated pages and documents. Publish HTML, build folders, ZIPs and PDFs as sandboxed, versioned links. CLI + remote MCP for AI agents.

Remote hands for coding agents: an MCP server that runs OpenCode / Claude Code / Codex work on a remote host over SSH, keeps credentials and the local machine closed, and audits everything

Binders for macOS: local-first dictation, meeting notes and memory, with an MCP server for your AI tools. Private by design, free, open source.

MCP server that lets AI agents operate Moodle: courses, assignments, forums, grades and files-as-markdown.

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

Open-source client SDKs (Python, TypeScript, Go), CLI, API docs, and prebuilt binaries for the Mneme agent cognition runtime (memory, context, ontology, knowledge). Apache-2.0.

Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.

AI Sprite & Game Asset Tool with its own local MCP server and Agent skills

App Store Optimization for AI agents. Connect Claude Code, Cursor, Codex or any MCP client to your App Store rankings, keywords, competitors and reviews.

改配置+重启才能加 MCP？DeepSeek Harness (DSH) 插件「技能配置」解决：设置页粘贴 JSON 即连 MCP 服务器、热加载免重启；上传 zip/.skill 自动识别 SKILL.md，创建/编辑/启停技能，即点即用

Локальное обезличивание документов перед отправкой в LLM и обратная подстановка после ответа. Скилл, MCP-сервер и CLI.

MCP (Model Context Protocol) server as a jadx-gui plugin. Lets an AI client (Claude Code, Claude Desktop, or any MCP client) analyze the app currently loaded in jadx-gui.

A cross-platform desktop app for doing local code reviews of your own git repositories. Single user, single machine, no server, no account.

Wildberries MCP Server

The AI-operated escrow court and reputation protocol for the agentic economy.

Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.

一亩三分地自动签到 + 每日答题：在你自己电脑的 Chrome 里、用你自己的登录完成，不经过第三方；也是给 Claude Code / Codex 用的 MCP 服务。1point3acres daily check-in & quiz automation, local-only, plus an MCP server for AI assistants.

Develop and debug FoloToy AI Passport firmware without the device: an ESP32-C3 emulator that runs unmodified ESP-IDF images in the browser (WebAssembly) or on macOS and Windows, with a CLI and an MCP

MCP security scanner — vet a Model Context Protocol server before you add it to Claude Code, Cursor, or Windsurf. Grades it A–F, catching credential theft, tool-poisoning, and install-script payloads

한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 — 성취기준 원문 수록

One MCP server that fronts many MCP servers + Skills behind a small tool set and routes to the best one, keeping an agent's context tiny. Migrate your Claude Code MCPs/skills behind it.

Memory that forgets: a persistent, self-revising belief-state MCP server for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without extra probes.

MCP server that gives text-only LLM coding agents vision — analyze images via any multimodal model (mimo, Claude, Gemini, OpenAI-compatible). Works with Claude Code, Codex, Kimi, opencode, PI.

Curated list of AI tools for Magento 2, Adobe Commerce & Mage-OS — agent skills, MCP servers, modules, CLIs, starter kits

Pre-production checklists for solo founders. 4,337 items, 88% portable to any stack, 26 stack supplements — plus AI/agent security and the bugs AI coding assistants actually write.

Official MCP server for the Paxa Labs API: Thai and English speech AI with local playback, translation to Thai, and document OCR

Local-first, MCP-native tool for modelling software architecture. C4-style semantic model, React Flow editor, SQLite, single container — a self-hosted Structurizr alternative your AI client can edit o

零依赖的本地 APK/AAR/DEX 结构索引 + MCP Server。17 个工具，为 Xposed 模块开发提供静态反查。

Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

A DAW for AI agents: write music as text, read the audio back as text. MCP server, CLI and an agent skill.

Agents can't skip steps: an MCP server that runs gated, API-only stepfiles on the client's own model.

Self-hosted email MCP server & REST gateway: give each AI agent its own IMAP/SMTP mailbox with sender/recipient allow lists, HTML-to-Markdown, attachments and calendar invites. One Docker container.

MCP server that lets your AI assistant read and write Figma in real time — no API token, no rate limits. Works with Claude, Cursor, Copilot, Codex and any MCP client.

Free AI-powered Amazon product research & marketplace intelligence for 6 platforms. Hidden Profit Index — Sorftime's proprietary algorithm for finding overlooked high-margin products. 80+ MCP tools. A

Agentic web crawler with headless browser orchestration & anti-bot bypass

Vision LLM flowchart, diagram & document structure parser to Mermaid

Real-time voice accent normalization, dialect adaptation & stream enhancer

Automated codebase architectural debt analyzer & refactoring planner

Cross-platform e-commerce inventory sync & purchase order agent

Autonomous deep research planner & executive report synthesizer

AI regulatory compliance, export control directive & safety audit scanner

Dynamic LLM router for complexity, latency & token cost optimization

AI-powered smart calendar scheduling, conflict resolution & deep work optimizer

Intelligent LLM API cost analyzer, model tier selector & monthly spend optimizer

Meeting transcript intelligent summarizer & action item extractor

In-browser code sandbox, live web-container runner & instant UI renderer

AI-moderated user research interview conductor & affinity diagram builder

Full-duplex real-time streaming voice agent with barge-in detection

Multi-attribute product spec comparison & review sentiment analyzer

Real-time zero-shot voice cloning & emotional neural TTS generator

Enterprise codebase AST parsing, semantic vector indexing & symbol graph

Visual flow node-graph to executable Python DAG workflow generator

Complex PDF/Image OCR, table layout parser & structured JSON extractor

Multimodal image-to-video motion control & camera trajectory animator

Awesome GenPark AI Agent Skills - Curated list of 500+ production-ready open-source AI agent skills, MCP servers & LLM tools.

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.

Role-playing autonomous agent orchestrator managing crews (CrewAI style)

Real-time neural 3D asset generator and PBR texture synthesizer (Luma Genie style)

Multivariate ad creative fatigue auditor & refresh triggers (AdEspresso style)

A Model Context Protocol server for persistent project-specific AI agent context.

Personalized video sales outreach script & storyboard planner (Tavus style)

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

Clera MCP: hire from Claude, ChatGPT, Cursor and any MCP client. Search 210k+ vetted startup candidates and request intros.

x402 risk-check provider: signed pre-payment verdicts — OFAC, phishing feeds, transaction simulation, drainer-kit code, and our own EIP-7702 kit watch (poisoners, sweepers). $0.001 per check with prep

Any MCP server. Anywhere. An OAuth-protected MCP gateway that can also run the servers, plus SI provider proxying with model aliases, and your Grok subscription as an OpenAI-compatible API with no API

Search Telegram Premium custom emoji and copy their IDs — web UI, HTTP API and MCP server

MCP server that lets AI agents (Claude, Codex) build complete Counter-Strike 2 maps: geometry, materials, lighting, entities, mechanics and scripts. It compiles with Valve's tools, tests the map in CS

Local credential control for AI coding agents.

MCP server to orchestrate GPT web chat into a local coding agent using Pi agent's harness.

Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.

Enterprise AI agent control plane & cost governor (Cohesor style)

Self-driving software agent & error self-healing runner (Coldtea style)

Multi-agent creative studio for copy & marketing campaign asset generation

AI LLM visibility tracker monitoring brand share of voice (Lettertrace style)

Social media video/image ad copy & creative asset generator (AdAnt style)

Vibe coding IDE extension helper providing real-time code completion

Proactive executive AI assistant for autonomous task scheduling (Hey Noah style)

Voice-first dictation & multimodal note synthesizer (Wispr style)

Real-time AI agent execution observability & token tracing (Progress AI style)

Agentic dev environment orchestrator & PR review agent (Xirp style)

Hardware voice recorder audio processor & task dispatcher (SecondBrain style)

Real-world AI task evaluation & custom benchmark runner (oqoqo style)

AI Gateway proxy router, rate limiting & PII masking engine (ngrok style)

Responsible & ESG investment portfolio analyzer (Portfolio Lab style)

AI coding agent context compressor & cost reducer (Paritok style)

Cross-modal brand visual identity & multi-platform ad matrix planner (Omniwork style)

Visual canvas workflow node generator & DAG layout synthesizer (Nuphos style)

Autonomous sales pipeline stage velocity & deal outcome forecaster (Outcome style)

Edge hardware model quantizer, 4-bit tensor adapter & on-device engine (Soup CLI style)

Local LLM fine-tuning orchestrator & GPU memory profiler (Unsloth style)

High-throughput agent artifact cache & snapshot checkpointer (BearDrive style)

Agentic software engineer for full-stack application synthesis (LaraCopilot style)

Inline cursor context intelligence, instant text rewriter & screen assistant (Attyn style)

OpenTelemetry distributed tracing & latency profiler for agent pipelines (TraceLLM style)

Multi-agent collaborative bug reproduction & patch synthesizer (Muse Code style)

Database schema & query results transformer into high-density LLM context (Polygres style)

Open-source voice agent pipeline builder with streaming ASR & TTS (Dograh style)

Composable plug-and-play agent harness dispatcher dynamically linking tools

Approval-first AI agent OS for human-in-the-loop autonomous workflows (Soloop style)

Autonomous AI teammate delegation manager & task scheduler (Grok Bot style)

Natural language to end-to-end browser test generator & validator (Kane CLI style)

Agentic decision provenance & cryptographic audit trail logger (Semantica style)

Desktop GUI action recorder & RPA macro generator replay engine

Voice-to-action semantic intent parser & webhook dispatcher (Wispr Action style)

Cloud-hosted multi-LLM agent cluster coordinator & sandbox (AgentSky style)

Command-line terminal agent for automated scaffolding & vibe coding (Kane CLI style)

Visual screen screenshot analyzer & blackboard diagram explainer (Attyn Blackboard style)

Secure AI agent file sharing & virtual workspace drive (BearDrive style)

Autonomous AI PR reviewer & security taint analyzer (Ito style)

AI-native CRM automating lead scoring & relationship management (Lightfield style)

Proactive founder calendar negotiation copilot & meeting triage (Hey Noah style)

Neural avatar stylization & photo-to-anime transformer (AI Mirror style)

Automated CI/CD AI regulatory compliance scanner & model risk auditor

AI-native DevOps workspace, Terraform IaC synthesizer & drift detector (Nuphos style)

Multimodal generative art prompt synthesis & diffusion renderer (SeaArt style)

Real-time LLM inference throughput profiler & benchmark (Inferock Bench style)

Enterprise agent execution environment & permission boundary governor (Tines style)

Repository-wide codebase migration agent & AST modernization refactorer (Fleet style)

Multi-agent git commit graph visualizer & branch conflict coordinator (GitLens style)

Enterprise issue-to-code contextual graph linker & impact analyzer (Atlassian Context style)

Distributed edge AI operating system scheduler & worker router (Cloudflare OS style)

Interactive conversational mind map generator & tree structuring (ChatMind style)

High-fidelity AI photo enhancement & super-resolution upscaler (Fotor style)

Text and image to 3D polygon mesh generator & glTF synthesizer (VAST 3D style)

Real-time duplex voice call sentiment interceptor & script adapter (Dograh style)

Intelligent file routing, dynamic categorizer & cloud sync (FileRouter style)

Viral social ad variant generator & hook resonance predictor (AdAnt style)

One-click autonomous agent fleet deployer & container orchestrator (BetterClaw style)

Conversational candidate screening & voice interview agent (Talvo style)

Autonomous CI/CD build failure diagnosis & self-healing patch generator

AI code vulnerability scanner & AST taint patcher (VulX style)

Real-time cross-provider LLM price-performance cost estimator & dynamic router

Self-driving web application action driver & headless browser agent (Coldtea style)

Agentic QE, self-healing test automation & coverage matrix (TestMu style)

Conversational spec-to-fullstack code generator (Vibe Coding style)

Multi-agent desktop creative workflow scheduler & batch asset exporter (Omniwork style)

Autonomous GitHub PR issue diagnosis & self-merging code fixer (Gitar style)

Distributed multi-agent debate & consensus builder (Agent Consensus style)

SaaS customer churn risk scorer & proactive retention dispatcher

Model-agnostic agent harness switch & provider fallback manager

Ultra-low-latency real-time voice dictation & meeting memo synthesizer (Wispr style)

Interactive terminal-first developer agent (Claude Code style)

No-code interactive 3D and XR spatial scene generator (Ctruh style)

Full-duplex streaming voice agent pipeline (Dograh style)

Autonomous AI video/voice sales demo presenter & objection closer (SalesCloser style)

Autonomous E2E test flakiness detector & regression isolator

Autonomous LLM agent failure circuit-breaker & state rollback orchestrator

Conversational user research transcript analyzer & thematic insight clusterer

Agentic dev workspace & live telemetry feedback loop (Xirp style)

High-throughput webhook payload schema extractor & event routing dispatcher

Multi-repo complexity scorer & architectural change risk estimator (Clears style)

Fast unstructured PDF & multi-column table extractor to Markdown/JSON

Universal Model Context Protocol (MCP) gateway adapter for Claude/Cursor agents

Tagless personal memory stream & timeline extractor (monolog style)

Automated synthetic instruction tuning dataset generator with Alpaca schemas

Algorithmic market signal parser & risk-constrained order executor (OpenTrade style)

Real-time webhook failure triage & root cause analyzer (HookLens style)

High-efficiency LLM prompt context compressor & API cost reducer

Real-time LLM prompt injection, jailbreak & sensitive extraction firewall

Multi-agent supervision supervisor & loop intervention governor (Omni style)

Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer CLI, and agentic skills aggregator for 19+ free-tier AI providers.

Affiliate creator discovery engine & commission negotiator (Influx style)

AI code reviewer that sandboxes & executes PR diffs before merge (Ito style)

Real-world agent task evaluation & benchmark harness synthesizer (oqoqo style)

Multimodal document layout parser converting complex multi-page PDFs into structured JSON (Docsumo style)

Autonomous logistics dispatch and multi-agent vehicle route optimization engine (FarEye style)

Parallel autonomous agent runner executing multi-branch code refactoring tasks (Kilo Code style)

Least-privilege ephemeral runtime sandbox for autonomous agents with syscall filtering (nono style)

Multi-agent SOC alert triage and incident investigation orchestrating telemetry analyzers (Intezer style)

Autonomous database query plan analyzer and index tuning engine detecting sequential scans (pganalyze style)

Self-healing test automation framework repairing broken UI selectors and generating fix PRs (Qodex style)

MCP schema resolver and federation gateway providing sub-10ms tool discovery and caching (Unabyss style)

Code docstring and API interface contract generator inferring types (Speakeasy style)

Async LLM connection pooler and token bucket rate limiter (PgBouncer AI style)

Real-time acoustic voice interruption and turn-taking manager with sub-150ms speech cutoff (Vapi style)

Semantic Git merge conflict resolver analyzing AST changes across branches (GitKraken style)

Email security and domain brand protection auditor verifying SPF, DKIM, DMARC policies (Red Sift style)

Real-time network telemetry analyzer and DDoS mitigation engine detecting L7 floods (Cloudflare AI style)

Customer journey friction and churn signal detector with proactive CSM workflows (Gong style)

Differential privacy synthetic data generator producing statistically identical test datasets (Gretel style)

Market-based multi-agent task auction and bidding orchestrator (TaskGen style)

Flaky test detector and isolation sandbox identifying non-deterministic CI failures (Trunk AI style)

Asynchronous agentic tool execution dispatcher with real-time acoustic cues (Voiceflow V4 style)

Automated prompt injection red-teaming vulnerability scanner evaluating OWASP LLM01 compliance (Lakera style)

AI video agent converting long-form webinars into viral 9:16 vertical shorts with hook detection (Vizard style)

AI ambient scribe converting clinical encounters into structured SOAP notes with ICD-10 coding (G2 Ambient AI Scribe)

Agentic data pipeline observability engine detecting schema drift and null rate spikes (Monte Carlo style)

Autonomous agent goal decomposer breaking objectives into tool-assigned subgoals with critical path planning (SuperAGI style)

Prospect intent scoring and pre-warm outreach sequencer analyzing buying signals (Fuzzy AI style)

Independent LLM API cost auditing engine verifying token counts and billing discrepancies (Inferock style)

Git-native API contract testing and mock server engine with automated schema assertions (Bruno style)

Natural language to optimized SQL engine with AST query plan tuning and performance indexing (DbVisualizer AI style)

AI SRE platform deduplicating alert noise 96%+, correlating root signals and auto-executing runbooks (G2 AI SRE Tools)

Real-time security guardrail enforcer for agent call chains intercepting tool cascades (AppSentinels style)

Customer feedback intelligence clustering support tickets into linked engineering issue graphs (DevRev style)

AI DevOps workspace evaluating canary deployments against live telemetry metrics (Nuphos style)

AI compliance assistant reviewing financial documents against MiFID II, SEC and FINRA frameworks (G2 FinServ AI)

Code supply chain security scanner detecting malicious packages, typosquatting and CVEs (Socket style)

Neural audio enhancement and stem separation engine removing reverb and isolating multi-tracks (Descript style)

Secure agent automation with full audit trail, human approval gates and compliance-grade orchestration (Tines 3B style)

AI Kubernetes cluster diagnostic operator triaging pod crashes and resource starvation (Botkube style)

Enterprise AI DLP gateway enforcing zero-trust PII masking and regulatory compliance on LLMs (Credal style)

Codebase semantic sync engine detecting git diffs and eliminating documentation drift (Mintlify style)

AI security questionnaire and RFP auto-responder grounding responses in SOC 2/ISO policies (AutoRFP style)

Privacy-first cookieless event stream analytics engine with funnel anomaly detection (Open Analytics style)

AI proposal generator creating hyper-personalized sales proposals predicting win rate lift (G2 AI Proposal Generators)

High-throughput web content extraction engine converting pages into clean LLM context (Context.dev style)

Synthetic user persona usability simulator running autonomous UX journeys to uncover design friction

Persistent cross-session agent memory engine with importance weighting and decay pruning (Mem0 style)

GenPark skill

Prompt-to-fullstack app synthesizer generating React components, API routes and schemas (Lovable style)

Cloud data warehouse cost engine tracking query spend spikes and unpartitioned scans (Select.dev style)

Local hardware AI agent access governor enforcing scoped filesystem, permissions and quotas (Plow Latch style)

Multimodal video semantic search engine indexing video frames and audio to extract timestamped clips (Clipto style)

Real-time multilingual voice translation and dubbing pipeline with sub-500ms latency (LiveKit style)

MCP server gateway eliminating tool-list bloat by injecting only task-relevant tools into agent context (Toolport style)

Privacy-first data anonymizer and synthetic dataset generator compliant with GDPR, CCPA, HIPAA Safe Harbor

AI revenue forecasting engine analyzing pipeline variance by segment and flagging Q close slippage risks

Visual node-based AI workflow orchestrator with self-hostable execution & multi-agent subgraph routing (n8n style)

AI resume evaluator scoring candidates against structured job scorecards with hire recommendations

AI sales roleplay coach simulating buyer personas, scoring objection handling & generating rep improvement plans

Agentic QE platform automating full-stack test plan creation, execution and release gate decisions (TestMu AI style)

AI construction material takeoff estimator: parses plans & generates cost summaries (Handoff AI style)

AI supply chain demand forecaster and inventory optimizer reducing stockouts and overstock waste

OpenTelemetry-grade LLM production trace collector, latency profiler & prompt regression debugger (TraceLLM style)

Autonomous AI marketing agent planning, launching & optimizing full-funnel campaign lifecycles (G2 Marketing Agents)

AI customer health scorer analyzing usage signals, predicting churn probability and triggering CS playbooks

Autonomous B2B brand growth agent that sources new media creators & orchestrates partnership campaigns (Astute style)

AI global trade data analyzer: maps supplier/buyer networks & monitors competitor shipments (TradeInt style)

AI DevOps incident postmortem root cause analyzer generating MTTR metrics and action item reports

Self-hosted voice AI agent infrastructure builder for inbound/outbound calling with STT, TTS, LLM routing (Dograh style)

Production-grade high-volume voice agent orchestrator with warm human transfer & CRM telephony sync (Retell style)

AI presentation architect converting raw data into structured slide decks with speaker notes (G2 Presentation AI)

Hybrid tabular, graph & semantic vector query router over Postgres for AI agent context retrieval (Polygres style)

Meeting bot unified API joining calls, capturing real-time transcripts and pushing signals to CRMs (Meetstream style)

AI multilingual translation quality validator checking accuracy, terminology and UI truncation risks

AI contract analyzer extracting risk clauses, scoring legal exposure and generating negotiation recommendations

AI-powered API mesh connector for real-time cross-platform data integration and bidirectional sync

No-code voice AI flow designer with industry templates & white-label reseller packaging for agencies (Synthflow style)

AI social ad creative engine for multi-variant high-converting ad copy & CTA A/B testing (AdAnt AI style)

Autonomous AI agent cloud deployment scheduler: migrates local agents to cloud & manages long-running jobs (Omni style)

AI product roadmap RICE/ICE prioritization engine ranking features and generating sprint recommendations

Agentic financial crime detector: flags AML/fraud patterns & generates regulatory SAR draft reports

AI web scraper builder from plain-English with self-healing selectors that auto-adapt to site changes (BrowserAct style)

Agentic IDE orchestrator unifying design tokens, code generation & Git commits (Shape style)

Waterfall B2B lead enrichment & buyer intent scorer (Clay style)

Sales call revenue intelligence & objection analyzer (Gong style)

AI meeting note taker, transcript summarizer & CRM deal field sync executor (Fireflies/n8n style)

Parallel PR cloud sandbox provisioner for concurrent AI coding agent PR work (Hoplite style)

Natural language to structured E2E browser & mobile test suite generator (Kane CLI style)

Real-time multilingual livestream host teleprompter & Q&A assistant

Voice command transcription & structured autonomous action dispatcher (Wispr Flow style)

Engineering sprint cycle bottleneck & PR review predictor (Linear style)

Podcast filler word remover & viral clip smart cutter (Descript style)

Proactive AI executive assistant for meeting scheduling & agenda synthesis (Hey Noah style)

Autonomous support ticket resolution & action executor (Intercom Fin AI style)

Human-in-the-loop approval gate for autonomous AI agent task execution (Soloop style)

Autonomous website pre-launch QA agent that crawls, tests & generates bug reports (Superflow style)

AI SDR agent that de-anonymizes visitors, scores fit & triggers outreach sequences (Clara AI style)

Viral multi-platform social ad copy & creative variant synthesizer (AdAnt style)

Cross-border brand UGC viral content synthesizer & ROI optimizer

Livestream e-commerce multi-room monitoring & GMV sales optimizer (LiveLab style)

Conversational recruiter notetaker & candidate competency matrix scorer (Candit style)

Multi-language short-form video script generator & cultural nuance adapter

Multi-platform creator attribution analytics & conversion tracking engine

Database schema relational graph to LLM context window compressor (Polygres style)

Localized creator PR outreach & digital media amplification orchestrator

LLM distributed trace analyzer & latency bottleneck detector (TraceLLM style)

Global creator network campaign matcher & ROI predictor (SparkFly style)

Omnichannel social shop product catalog synchronizer (ShopSync style)

High-throughput social ad creative & storyboard synthesizer (Tec-Creative style)

Instant autonomous agent sandbox container provisioner (BetterClaw style)

Multi-step autonomous agent workflow decomposition & task planner (Grok Bot style)

Self-custody LLM API key usage meter & token budget governor (Lettertrace style)

AI-native DevOps workspace & autonomous cloud drift remediator (Nuphos style)

Dynamic AST code review sandbox & runtime execution validator (Ito style)

dMoERA Creator Studio MCP Server: build, backtest, and deploy crypto trading strategies via AI agents

Chunked prefill speculative inference server with paged KV cache (vLLM style)

Earned Media Value (EMV) econometric ROI synthesizer (Captiv8 style)

Programmatic landing page CRO variant synthesizer & A/B testing (Unbounce style)

Automated benchmark patch verification harness & fail-to-pass matrix (SWE-bench)

Cross-platform creator audience demographic matcher (Grin / CreatorIQ)

Multiresolution editorial book cover typesetter & spine calculator (AI Book Cover)

Vector promotional poster and banner layout synthesizer & golden ratio (AI Poster)

Lightweight multi-agent routine handoff orchestrator & tool swapper (Swarm style)

Symbolic step-by-step mathematical proof solver & LaTeX engine (AI Math Solver)

Ultra-lightweight 82M edge neural speech synthesizer & 20x RTF TTS (Kokoro style)

Zero-shot cross-lingual voice cloning translator & lip-sync engine (HeyGen style)

Test-time compute search tree verifier & reward model pruner (o3-mini style)

Screen UI bounding box and icon parser & Set-of-Mark coordinates (OmniParser)

Venture pitch deck narrative synthesizer & TAM market modeler (AI Pitch Deck)

Automated enterprise case study ROI evidence synthesizer (AI Case Study)

Corporate identity stationery and business card synthesizer & NFC (Business Card)

Multimetric rhyme cadence rap lyric synthesizer & MIDI rhythm flow (AI Rap)

Duplex telephony voice agent turn orchestrator & SIP dialer (AI Phone Call)

Creator rate card CPM valuation estimator (Mavrck / Traackr)

Event invitation and greeting card vector typesetter & die-cut mask (AI Invitation)

Multi-source competitive market intelligence synthesizer (Market Research Tools)

Repository scoped agentic rule indexer & architecture guideline injector (Cursor Rules)

Causal flow high motion video diffusion synthesizer (Wan2.1 style)

Paged attention virtual memory allocator & non-contiguous KV cache (vLLM style)

Open model registry & license compliance auditor (OpenCSG Starship style)

Hierarchical multi-agent consensus research engine & refutation validator (DeepResearch)

Zero-trust terminal session multiplexer & WebRTC streamer (Share Terminal)

Creator paid ad whitelisting token broker & Spark Ads (Lumanu style)

Deterministic tool-call guardrail firewall & injection interceptor (NeMo Guardrails)

Spaced repetition Anki flashcard synthesizer & SM-2 algorithms (AI Flashcard)

Viral sentiment velocity crisis sentinel & PR holding statement (Talkwalker)

Dynamic browser sandbox E2E test synthesizer & HAR verifier (Playwright style)

Event-driven omnichannel lifecycle nudge dispatcher & SMS push (Klaviyo style)

Flash-attention dense passage ranker & sequence embedding extractor (Hugging Face TEI)

Influencer affiliate attribution conversion aggregator (Impact.com style)

Group Relative Policy Optimization (GRPO) engine (DeepSeek-R1 style)

LinkedIn carousel growth narrative generator & PDF slide deck (Carousel Generator)

Neural speech codec full duplex dialogue engine & live audio streamer (Moshi style)

3D Gaussian splatting radiance field reconstructor (3DGS / PostShot style)

Visual DAG agent workflow tool chainer & state checkpointer (Dify / Flowise style)

Joint-embedding predictive architecture (JEPA) world representation (V-JEPA style)

Semantic clipboard history vector buffer & secret redaction (Clipboard Manager)

Stateful autonomous AI employee lifecycle supervisor & task worker (AI Employee)

OS GUI desktop automation vision agent from screenshots (Computer Use style)

Marketing Mix Modeling (MMM) adstock & saturation estimator (Robyn style)

Cross-encoder reranker document store engine for high precision RAG (Haystack style)

Dual-track vector quantized acoustic codec & low-bitrate neural audio (Fish-Speech)

Pedagogical lesson plan curriculum synthesizer & Bloom objectives (AI Lesson Plan)

Procedural AST flowchart & logic diagram synthesizer (AI Flowchart Generator)

Prompt to 3D CAD STEP solid generator & B-Rep synthesizer (Text-to-CAD style)

RL mathematical reasoning synthesizer & step-by-step theorem prover (DeepSeek-R1 style)

Creator audience authenticity anomaly auditor (HypeAuditor / Modash)

Adaptive periodized workout fitness regimen synthesizer & RPE curve (AI Workout)

Hierarchical corporate organization chart synthesizer & DAG tree (AI Org Chart)

Lightweight local model daemon lifecycle manager & hot-swapper (Ollama style)

Cryptographic verifiable credential certificate builder & Merkle hash (Certificate)

Spatial semantic interior design layout synthesizer & 3D floorplan (AI Room Design)

UGC licensing rights ledger & creator media clearance (Bazaarvoice / Tagger)

Neural audio stem separation and remastering engine (Demucs / Moises style)

Autonomous inbox triage email dispatcher & smart responder (AI Email Agent)

Conversational lead qualification & routing agent (Drift / Qualified style)

Conversational B2B deal velocity scoring engine & sales intelligence (G2.com Leader)

Cross-platform meeting action item extractor & workspace synchronizer (Product Hunt)

Dynamic browser stealth fingerprint randomizer (Stealth Playwright style)

Generative Engine Optimization (GEO) citation visibility auditor (AI Search SEO)

Multi-head latent attention (MLA) KV cache compressor (DeepSeek-V3 style)

1.58-bit ternary weight GEMM kernel for high efficiency inference (BitNet style)

Print-ready vector brochure and catalog typesetter & CMYK (AI Brochure/Catalog)

B2B dark funnel intent surge scorer & ABM triggers (6sense / Demandbase)

Influencer outreach seeding campaign dispatcher (Aspire / Upfluence)

Dynamic aspect ratio visual patch tokenizer & 2D RoPE (Qwen2.5-VL style)

Realtime hallucination fact checker & primary citation verifier (AI Fact Checker)

Declarative form schema builder & dynamic input validator (AI Form Builder)

Autonomous legal contract clause synthesizer & compliance checker (AI Contract Generator)

Pose-guided temporal video motion transfer & character animator (Viggle style)

Sponsored campaign regulatory FTC compliance sentinel (Klear / Brand24)

Automated secret detection & SAST security gatekeeper (GitLab SAST style)

Autonomous generalist browser workflow executor & artifact generator (Manus style)

Conversational podcast dialogue audio synthesizer & multi-speaker banter (NotebookLM)

Culinary restaurant menu synthesizer & allergen matrix (AI Menu Maker)

Isolated ephemeral code execution sandbox client & microVM runner (E2B style)

Multi-tenant federated RAG privacy enclave & ZK attestation (Confidential RAG style)

Multimodal document layout AST parser & table extractor (Docling style)

First-party multi-touch Shapley attribution allocator (Triple Whale style)

Multi-architecture low-bit quantization compiler for GGUF kernels (Llama.cpp style)

Sandboxed interactive artifact canvas executor & live component renderer (Claude Artifacts style)

Prompt-guided video color grading & 3D LUT matrix generator (Colorlab.ai style)

Autonomous software engineering lifecycle agent & automated PR builder (Devin style)

Agent-Computer Interface SWE patch synthesizer & automated bug fixer (SWE-agent style)

Vision-Language-Action robotic trajectory planner (OpenVLA / RT-2 style)

Photorealistic prompt expansion director & volumetric lighting enricher (Midjourney style)

Payload filtered HNSW vector similarity engine with quantization (Qdrant style)

Browser-native WebAssembly microcontainer node runtime (Bolt.new WebContainers style)

Grammar-constrained token logits decoder & regex enforcer (Outlines style)

Schema-enforced structured LLM extraction engine with validation retries (Instructor style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-tenant GitLab webhook event router & CI/CD trigger (GitLab Webhook style)

Modular RAG pipeline engine coordinating retrieval & reranking (Haystack style)

Edge-quantized multimodal spatial point locator (MiniCPM-V / Molmo style)

Distributed model serving platform & Elo benchmark arena (FastChat style)

Autonomous meta-agent skill synthesizer & self-evolution engine (1000th Milestone)

Dual-track neural codec voice clone synthesizer (Fish Audio / CosyVoice style)

Unified GitLab CI pipeline analyzer & stage optimizer (GitLab CI Lint style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-token speculative FIM code generator & syntax verifier (DeepSeek-Coder V2 style)

Radix tree KV cache prefix caching manager for fast decoding (SGLang style)

Million-token multimodal needle-in-a-haystack retriever (Gemini 1.5 Pro style)

Git-native multi-file pair programmer & tree-sitter refactor executor (Aider style)

Multimodal meeting audio scribe & agenda task extractor (Granola AI style)

Multi-backend quantized model loader supporting GGUF & EXL2 (Oobabooga style)

Dynamic screen recording summarizer & interactive step extractor (Screenity style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

3D parallelism tensor, pipeline & sequence topology mapper (Megatron-LM style)

Unified memory MoE expert offload runtime with PCIe prefetch (KTransformers style)

Columnar embedded vector analytical store with predicate pushdown (Chroma DuckDB style)

Kubernetes GitOps manifest drift reconciliation & security scanner (GitLab Agent style)

Duplex low-latency conversational voice agent & WebRTC stream manager (ElevenLabs style)

MCTS guided chain-of-thought reasoning tree explorer (OpenAI o1 / o3 style)

Acoustic latent neural speech synthesizer & audio tokenizer (WhisperSpeech style)

Iterative multi-step web research synthesizer & deep citation co-pilot (Perplexity style)

Hierarchical knowledge graph community detection & global RAG synthesizer (GraphRAG style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Unified LLM alignment suite orchestrating DPO & LoRA runs (Llama-Factory style)

Dependency firewall package proxy & CVE quarantine gatekeeper (GitLab Firewall style)

Multi-tenant hybrid vector database engine with GraphQL (Weaviate style)

Instruction-guided dense text embedding generator (Instructor / BGE style)

Dynamic vision patch tokenizer & spatial grounding locator (Qwen2.5-VL style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-file context graph patch composer & atomic refactorer (Cursor Composer style)

Multi-perspective autonomous research & Wikipedia report synthesizer (Stanford STORM style)

Parametric camera orbit cinematic video director & physics agent (Runway Gen-3 style)

High-fidelity neural world dynamics simulator & physics solver (Kling / Sora style)

Neural form auto-filler & schema field compliance extractor (Fillout style)

Stateful OS-tier memory virtualization agent with auto-paging (Letta / MemGPT style)

Batched speech recognition & CTranslate2 phoneme aligner (WhisperX style)

Context-aware voice dictation and real-time intent formatter (Wispr Flow style)

Multi-model unified prompt workspace synchronizer & diff matrix (TypingMind style)

Localized motion path trajectory video director & motion brush (Kling style)

Natural language full-stack web application architect & scaffolder (Lovable style)

Structured meeting note refinement & action item synthesizer (Granola style)

Spatial concept mapping card cluster & thematic grouping (Heptabase style)

Deep research curation interactive web article publisher (Perplexity Pages style)

Real-time canvas brushstroke video diffuser & live latent streamer (Krea style)

Vocal timbre preserving video lip-sync localizer & multilingual dub (Captions style)

Responsive wireframe & sitemap component builder (Relume style)

Repository-aware AST context code search & syntax tree ranker (Phind style)

Vision-guided browser DOM navigation agent & multi-step workflow executor (Skyvern style)

Layered Mixture-of-Agents consensus synthesizer & quality amplifier (Together MoA style)

Grounded multi-step tool execution engine & token citation matcher (Cohere style)

Memory-efficient LoRA kernel gradient optimizer saving 80% VRAM (Unsloth style)

Interleaved multimodal document parser with formula & chart recognition (Pixtral style)

Multi-scene video storyboard compiler & latent interpolator (Morph/Pika style)

Autonomous agent evaluation framework tracking hallucination & loops (AgentOps style)

Serverless GPU micro-container autoscaler & sub-second cold start (Modal/Baseten style)

Real-time interactive world model neural simulator at 60 FPS (Oasis style)

Enterprise autonomous support ticket resolver & deterministic CRM agent (Decagon style)

Resilient agentic document parser & schema drift workflow automaton (Gumloop style)

Autonomous affective NPC brain and dynamic behavior tree engine (Inworld style)

Generative isometric tilemap and sprite world level synthesizer (Rosebud style)

Neural garment drape synthesizer and photorealistic virtual try-on (Kopia style)

Full-codebase dependency graph indexer & automated PR synthesizer (Greptile style)

GenPark AI Agent Skill - Agentcard autonomous AI agent wallet, programmatic virtual card issuing & MCP payment protocol.

Physics-guided generative 3D character animator and keyframe balancer (Cascadeur style)

Local quantized GGUF model runtime server and REST endpoints (Ollama style)

Declarative signature prompt optimizer & MIPROv2 compiler (DSPy style)

Multi-role standard operating procedure software company simulator (MetaGPT style)

Standardized agent interaction protocol and SSE event gateway (Agent Protocol style)

Systematic prompt engineering taxonomy and CoT evaluator (Prompt Guide style)

Hierarchical node index and hybrid retrieval synthesizer for advanced RAG (LlamaIndex style)

Billion-scale distributed vector partitioner and IVF-PQ indexer (Milvus style)

Composable runnable expression language and streaming chain orchestrator (LangChain LCEL style)

Modular node-graph DAG executor for latent image & video workflows (ComfyUI style)

Enterprise semantic kernel plugin connector and stepwise planner (Semantic Kernel style)

Embedded vector HNSW approximate nearest neighbor index (Chroma style)

Personalized episodic memory store & preference graph (Mem0 style)

Multi-agent conversational group chat manager and speaker router (AutoGen style)

Self-learning semantic schema analyzer and verified SQL compiler (Vanna style)

Quantized tensor compute engine optimizing SIMD integer matrix math (llama.cpp style)

Sandboxed terminal code interpreter and computer control automator (Open Interpreter style)

Continuous dynamic batching and iteration-level scheduler (vLLM style)

OpenAPI spec automated mock server & schema validator (Postman / Spectral)

Hierarchical HNSW vector index approximate nearest neighbor searcher (Qdrant)

Realtime search reranking & factual citation grounder (Perplexity / SearchGPT)

LLM trace latency breakdown & token cost anomaly detector (LangSmith style)

Bootstrap teleprompter automated prompt optimization (DSPy style)

Autonomous multi-agent debate consensus protocol & planning (AutoGPT / CAMEL)

Complex PDF layout semantic chunker & markdown table parser (LlamaParse style)

Multi-token speculative tree drafting accelerator (Medusa / Eagle style)

Constraint satisfaction timeblock schedule planner & deep work optimizer (Schedule)

Hierarchical creator tiering matrix allocator & media mix (Kolsquare style)

Hierarchical Sankey flow graph synthesizer & vector SVG generator (Sankey Generator)

Rectified flow diffusion transformer sampler & linear vector field (Flux.1 DiT style)

Tree-of-thought multi-agent debate verifier & consensus engine (ToT Debate style)

Declarative design-to-fullstack app scaffolder (v0 / Replit Agent style)

Tree-structured synthetic curriculum & textbook synthesizer (Cosmopedia style)

State-space Mamba architecture voice synthesizer with sub-95ms TTFT (Cartesia style)

Unified streaming AI gateway with automated provider fallback & schema stream (Vercel style)

Creator affiliate GMV tracking & return-adjusted commission ledger (LTK)

Event-driven webhook signature verifier & HMAC replay protection

UGC creator brief programmatic auction & video matchmaking (Cohley)

Creator audience lookalike cluster finder & affinity overlap (Modash style)

Automated red teaming adversarial safety probe & jailbreak fuzzer

Agentic tabular SQL schema linking synthesizer & query verification

Multi-modal chart & graph visual data extractor to markdown tables

Autonomous price negotiation discount broker & margin protection (Klarna AI)

Distributed multi-agent chaos latency injection & fault fuzzer (Chaos Mesh)

Cross-border agentic tax & tariff duty calculator (TaxJar / Avalara style)

Supply-chain malicious package quarantine & SBOM auditor (Snyk / Socket.dev)

Multi-model prompt regression & golden dataset evaluator (Promptfoo / DeepEval)

Hybrid dense-sparse BM25 rerank fusion & Reciprocal Rank Fusion

Financial earnings call transcript tone shift & guidance sentiment tracker (Finnhub)

High-throughput API rate limit token bucket throttle & burst quotas

Ecommerce customer review veracity & bot rating detector (Fakespot style)

Creator short video 3s hook retention & scroll-stop scorer (HypeAuditor)

High-cardinality distributed agent structured log indexer (Axiom / Better Stack)

Enterprise LLM PII masking & reversible redaction privacy gateway (Kindo/Lakera)

Quantized model VRAM footprint & tensor parallelism estimator (llama.cpp)

Influencer brand share of voice & creator mention sentiment monitor (Meltwater)

Customer interview pain-point clusterer & roadmap theme synthesizer (Fathom)

Creator MSA contract & deliverable milestone escrow broker (Impact.com)

Realtime WebSocket heartbeat reconnector & state resync stream

AST code fault localization & regression test patch synthesizer (SWE-Bench)

Realtime multi-party audio transcript diarization & speaker assigner (Deepgram)

Agent session replay behavioral audit recorder & anomaly detector (AgentOps)

Hierarchical episodic & semantic user profile memory graph synthesizer (Mem0)

Agentic machine micropayment escrow settlement gateway (Stripe Agent Toolkit)

Autonomous DOM state tree mutation observer & selector healer (Browser Use)

Fullstack UI component AST patch generator with Tailwind tokens (v0 / Lovable)

Realtime duplex voice agent turn-taking & barge-in interruption detector (LiveKit)

ReBAC relationship-based authorization policy evaluator (Permify / Cerbos)

Cross-merchant SKU specification validator & compatibility check (Amazon Rufus)

Creator product seeding parcel dispatcher & unboxing automation (Grin style)

Multi-tenant LLM token budget allocation & cost anomaly circuit breaker (Helicone)

Executive meeting action item matrix & decision accountability extractor (Granola)

B2B lead waterfall enrichment cascade & technographic stack verifier (Clay)

Structured synthetic data evolution generator & complexity scaling (Evol-Instruct)

Verifiable AI agent zero-knowledge proof attestation generator (EZKL style)

Agentic browser vision grounding actor & DOM action executor (Browser-use)

Influencer brand safety & multi-year controversy history auditor (Traackr)

Self-hosted isolated code sandbox runner & ephemeral execution jail (E2B style)

Synthetic customer persona conversation trajectory generator (MosaicML)

Autonomous prompt loss gradient & few-shot exemplar compiler (DSPy / TextGrad)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)

Multi-merchant shopping cart landed cost arbitrage optimizer (Honey / Capital One)

Codebase architectural invariant assertion sentinel (Codex Astra)

Searchable historical context & raw telemetry retriever (Codex Astra)

Turn-by-turn spoken dialogue entity & slot filler (ThunderPhone / Vapi)

Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)

Review sentiment authenticity & FTC compliance detector (Bazaarvoice / Yotpo)

Conversational SMS abandoned browse recovery copy generator (Attentive / Postscript)

Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Real-time storefront hero banner & copy personalization engine (Dynamic Yield)

Dynamic multi-tool execution dependency DAG topological sorter (Semantic Kernel)

Pull request semantic risk blast-radius & breaking change scorer (Qodo)

Text-to-wireframe responsive UI component layout tree generator (Figma AI)

Edge-case unit test suite synthesizer & branch coverage optimizer (CodiumAI)

Conversational multi-turn gift & aesthetic style consultation matcher (Claude)

Negative hypothesis & failed patch indexer preventing loops (Codex Astra)

Headless delegated payment token vault for autonomous agents (Bolt / Fast.co)

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

Real-time competitor MAP price violation monitor & enforcement (Prisync)

Self-healing DOM semantic selector resilient to class mutations (Tabbit / Stagehand)

Automated promo code & coupon cascade tester for checkout discounts (Honey/Perplexity)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)

Pre-purchase return fraud propensity & wardrobing scorer (Gorgias / Yotpo)

SKU attribute extraction & Google taxonomy categorization (Anthropic Merchant)

Cross-border landed cost customs duty & tariff estimator (Bold Commerce)

Headless delegated payment token vault for autonomous agents (Bolt / Fast.co)

Visual shoppable look reverse search attribute parser (Daydream / Syte)

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

Searchable historical context & raw telemetry retriever (Codex Astra)

Conversational apparel sizing & fit recommender (Rufus / Shop AI)

Brand icon vector SVG coordinate normalizer & path optimizer (Recraft)

Goal-driven multi-item basket planner within budget ceilings (Anthropic Shopping)

Turn-by-turn spoken dialogue entity & slot filler (ThunderPhone / Vapi)

Google Virtual Try-On (VTO) sizing & garment stretch attribute matcher

Price elasticity optimizer & gross margin floor protection (Anthropic Merchant)

Multi-repo cross-codebase API migration impact mapper & codemod (Greptile)

Design system token transformer & Tailwind component palette builder (v0.dev)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

Multi-file code workspace symbol AST resolver & semantic rename (Cursor Composer)

A2A standardized protocol capability negotiation & JWT auth handshake

LLM-guided Tree-of-Thought Monte Carlo search & reasoning planner (ToT / MCTS)

Autonomous distributed agent deadlock & race condition detector (ThreadSanitizer)

Autonomous SLA breach incident escalator & canary rollback playbook

PagedAttention chunked prefill KV cache & GPU memory allocator (vLLM)

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

OpenTelemetry distributed agent span trace annotator & latency profiler (Arize Phoenix)

Multi-merchant shopping cart landed cost arbitrage optimizer (Honey / Capital One)

Review sentiment authenticity & FTC compliance detector (Bazaarvoice / Yotpo)

Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)

Post-call structured summary & CRM webhook dispatcher (Synthflow / Bland)

Automated GDPR/CCPA DSAR data subject compliance exporter (OneTrust)

Multi-file git workspace dependency diff & refactor sequence synthesizer (Replit)

Creator paid amplification, spark ads & whitelisted ROAS modeler (Emplifi)

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Infinite whiteboard spatial clustering engine & theme aggregator (Miro Assist)

Negative hypothesis & failed patch indexer preventing loops (Codex Astra)

Autonomous post-purchase RMA tracking broker & label generator (Gorgias style)

ChatGPT Search semantic product spec tradeoff matrix comparison synthesizer

Google Shopping Graph real-time price drop radar & historic deal tracker

Cross-border landed cost customs duty & tariff estimator (Bold Commerce)

Multi-channel sales velocity & return anomaly diagnostics (Anthropic Merchant)

Semantic catalog search with dynamic faceted attribute filtering (Anthropic Shopping)

Autonomous B2B procurement contract price negotiator (Pactum / Nibble AI)

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

Ground-truth factuality validator & contradiction detector (Cleanlab)

Post-call structured summary & CRM webhook dispatcher (Synthflow / Bland)

A2A standardized protocol capability negotiation & JWT auth handshake

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

Autonomous BNPL installment schedule & credit term optimizer (Klarna / Affirm)

Cross-window structured persistent notes ledger (Codex Astra)

3PL fulfillment warehouse distance & split-shipment minimizer (Flexport / ShipBob)

Real-time storefront hero banner & copy personalization engine (Dynamic Yield)

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

Multi-dimensional anomaly and IQR outlier detector (Hex / Julius AI)

Brand icon vector SVG coordinate normalizer & path optimizer (Recraft)

Google Local store inventory locator & curbside pickup route planner

Relational database foreign key & ERD path inferrer (Dataherald)

Autonomous BNPL installment schedule & credit term optimizer (Klarna / Affirm)

3PL fulfillment warehouse distance & split-shipment minimizer (Flexport / ShipBob)

Executive BI KPI metric narrative brief synthesizer (Tableau Pulse)

Pull request semantic risk blast-radius & breaking change scorer (Qodo)

Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)

Real-time competitor MAP price violation monitor & enforcement (Prisync)

Multi-marketplace SKU taxonomy transformer & feed validator (ChannelEngine)

Multi-touch ad attribution Shapley value & ROAS contribution resolver (Triple Whale)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

Multi-touch ad attribution Shapley value & ROAS contribution resolver (Triple Whale)

Conversational apparel sizing & fit recommender (Rufus / Shop AI)

Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

Multi-dimensional anomaly and IQR outlier detector (Hex / Julius AI)

Full-duplex telephony voice interruption coordinator (Bland AI / Retell)

Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)

Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)

Behavioral cohort funnel retention & churn hazard rate (Mixpanel / Amplitude)

让你的 AI 帮你盯快递：MCP 服务 + 可嵌入后端库。作者：星迟

Multi-product purchase research trade-off & spec analyzer (Anthropic Shopping)

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Ground-truth factuality validator & contradiction detector (Cleanlab)

Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)

Inventory stockout risk & purchase order reorder calculator (Anthropic Merchant)

Generative video keyframe 3D camera trajectory spline planner (Runway Gen-3 / Luma)

Agent budget metering prepaid credit wallet & velocity caps (Skyfire style)

Agentic zero-friction checkout voucher & passkey tokens (Bolt / Privy style)

Predictive customer churn & 12M CLV regression synthesizer (Pecan / Julius)

Cinematic storyboard scene sequence synthesizer & shot continuity (AI Storyboard)

Algorithmic PPC bid pace optimizer & target ROAS (Smartly / Optmyzr style)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

GenPark AI Agent Skill - Pure in-memory virtual Python module loader registering dynamic code packages via sys.meta_path without writing to disk.

GenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

GenPark AI Agent Skill - Multi-file AST symbol table and dependency graph builder, caller-callee indexing, and change blast radius calculator.

GenPark AI Agent Skill - Synthesizes Model Context Protocol (MCP) tool schemas directly from native Python function signatures and type hints.

GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.

GenPark AI Agent Skill - In-process isolated Python namespace REPL executor with stdout/stderr capture, safe builtins restrictor, and runtime variable introspection.

GenPark AI Agent Skill - Hierarchical supervisor-worker swarm coordinator, sub-task partitioner, and synthesized response aggregator.

GenPark AI Agent Skill - Blackboard architecture shared state store, atomic key-value transactions, and pub-sub topic event broadcast.

GenPark AI Agent Skill - W3C tracecontext and baggage propagator, distributed agent span tree, and parent-child latency instrumentation.

GenPark AI Agent Skill - Token bucket rate limiter and budget throttle engine protecting downstream APIs and managing agent session token costs.

GenPark AI Agent Skill - Cooperative thread execution watchdog timer enforcing hard millisecond deadlines on agent code execution to prevent infinite loops.

GenPark AI Agent Skill - Tool call success rate, failure recurrence rate, and execution latency efficiency profiler for agent tool optimization.

GenPark AI Agent Skill - Hierarchical Navigable Small World (HNSW) multi-layer vector index, greedy beam routing, and nearest neighbor search.

GenPark AI Agent Skill - Monte Carlo Tree Search (MCTS) reasoning tree planner with UCB1 node selection, rollout simulation, and backpropagation.

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

GenPark AI Agent Skill - Document attention curve reorderer mitigating lost-in-the-middle degradation by placing high-relevance evidence at prompt head and tail.

GenPark AI Agent Skill - Transactional agent state checkpointer with deterministic snapshotting, time-travel rollback, and branch history tracking.

GenPark AI Agent Skill - Okapi BM25 sparse lexical search engine, Robertson-Spärck Jones IDF, and length normalization for hybrid RAG.

GenPark AI Agent Skill - Document attention curve reorderer mitigating lost-in-the-middle degradation by placing high-relevance evidence at prompt head and tail.

GenPark AI Agent Skill - Episodic verbal self-reflection memory, failure trajectory analyzer, and self-correction prompt optimizer.

GenPark AI Agent Skill - Inverted File Index (IVF) k-means Voronoi cell clusterer and coarse vector quantizer for scalable ANN search.

GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.

GenPark AI Agent Skill - Information entropy and lexical diversity turn pruner stripping conversational noise while preserving core user intent.

GenPark AI Agent Skill - Runtime parameter type sanitizer, string-to-numeric casting, and boundary constraint validator for LLM tool dispatch.

GenPark AI Agent Skill - Fault-tolerant LLM tool call payload repair, unescaped quote sanitization, and markdown codefence stripper.

GenPark AI Agent Skill - Parallel branch fanout and barrier join coordinator for multi-agent DAG subtasks with isolated error containment.

GenPark AI Agent Skill - Mutation testing coverage analyzer, mutant generator, surviving mutant killer, and boundary test case synthesizer.

GenPark AI Agent Skill - Token bucket rate limiter and budget throttle engine protecting downstream APIs and managing agent session token costs.

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

GenPark AI Agent Skill - Episodic verbal self-reflection memory, failure trajectory analyzer, and self-correction prompt optimizer.

Natural language to complex CTE ANSI SQL synthesizer (Julius AI / SQL)

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

Omnichannel retail marketing campaign & copy designer (Anthropic Merchant)

Self-healing DOM semantic selector resilient to class mutations (Tabbit / Stagehand)

Autonomous lost-in-transit shipping claim resolver & auto-reship (Route / Seel)

Generative video keyframe 3D camera trajectory spline planner (Runway Gen-3 / Luma)

Multi-marketplace SKU taxonomy transformer & feed validator (ChannelEngine)

Zero-dependency pure-Python spherical DBSCAN spatial clustering (Uber H3)

Browser bot defense detector identifying Cloudflare & CAPTCHAs (Browserbase)

Predictive customer lifetime value (pLTV) churn re-engagement trigger (Klaviyo)

Conversational SMS abandoned browse recovery copy generator (Attentive / Postscript)

Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)

Prompt injection & jailbreak firewall sentinel (Llama Guard / Lakera)

Deep research evidence synthesis graph & citation verification (MindSearch)

RAG retrieval faithfulness & hallucination score auditor (Ragas / TruLens)

Universal agentic cart checkout broker & UCP gateway (Shopify Agentic)

Agentic cart bundle affinity recommender & AOV optimization (Rebuy style)

GenPark AI Agent Skill - Sentence-boundary aware sliding window chunker with dynamic token overlap and duplicate block deduplication.

GenPark AI Agent Skill - Beam search reasoning tree explorer, dead-end backtrack pruner, and state checkpoint restorer.

GenPark AI Agent Skill - Autonomous LLM gateway fallback router, error exponential backoff, and health check circuit breaker.

GenPark AI Agent Skill - Synthesizes Model Context Protocol (MCP) tool schemas directly from native Python function signatures and type hints.

GenPark AI Agent Skill - Maximal Marginal Relevance (MMR) diversity-aware vector reranker balancing query relevance vs intra-result redundancy.

GenPark AI Agent Skill - Autonomous skill code synthesizer, AST validator, sandboxed unit-test generator, and skill library archiver.

GenPark AI Agent Skill - Autonomous unified diff patch synthesizer, hunk parser, fuzzy patch applicator, and merge conflict detector.

GenPark AI Agent Skill - P50, P90, P99 sliding-window latency accumulator, bottleneck step isolation, and histogram quantiles.

GenPark AI Agent Skill - P50, P90, P99 sliding-window latency accumulator, bottleneck step isolation, and histogram quantiles.

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

GenPark AI Agent Skill - Streaming attention sink preserver and FIFO sliding-window KV cache eviction manager for infinite-context agent loops.

GenPark AI Agent Skill - Local namespace variable diff inspector tracking variable creation, modification, and deletion across REPL execution steps.

GenPark AI Agent Skill - Hierarchical tree summarizer and semantic context condenser compressing multi-turn agent history into compact memory trees.

GenPark AI Agent Skill - Multi-step agent tool DAG orchestrator, topological step execution scheduler, and intermediate argument mapper.

GenPark AI Agent Skill - AST security pattern matcher for injection vulnerabilities, insecure deserialization, secret leakage, and safe code rewrite synthesis.

GenPark AI Agent Skill - Dynamic tool parameter dependency resolver, environment secret injector, and runtime parameter cascade mapper.

GenPark AI Agent Skill - Zero-dependency filesystem path restriction, subprocess jail, and network domain allowlisting sentinel.

GenPark AI Agent Skill - Hierarchical supervisor-worker swarm coordinator, sub-task partitioner, and synthesized response aggregator.

GenPark AI Agent Skill - Stateful directed acyclic graph (DAG) execution engine for AI agents with conditional edge transitions, shared state reduction, and loop guardrails.

GenPark AI Agent Skill - Stateful directed acyclic graph (DAG) execution engine for AI agents with conditional edge transitions, shared state reduction, and loop guardrails.

GenPark AI Agent Skill - Distributed agent task idempotency key deduplication engine with rolling sliding window and replay-safe execution cache.

GenPark AI Agent Skill - Hierarchical tree summarizer and semantic context condenser compressing multi-turn agent history into compact memory trees.

GenPark AI Agent Skill - Semantic prompt cache, cosine similarity threshold lookup, hit/miss metrics, and TTL cache expiration.

GenPark AI Agent Skill - Semantic prompt cache, cosine similarity threshold lookup, hit/miss metrics, and TTL cache expiration.

GenPark AI Agent Skill - Heuristic and statistical prompt injection and jailbreak detector with semantic delimiter protection and adversarial pattern scoring.

GenPark AI Agent Skill - Self-consistency sampling aggregator, majority voting consensus engine, and semantic clusterer for reasoning verification.

GenPark AI Agent Skill - Multi-criteria rubric scorer, qualitative critique synthesizer, and actionable refinement advisor.

GenPark AI Agent Skill - AST static analysis code auditor blocking forbidden module imports, dangerous syscalls, and arbitrary filesystem access.

Natural language to complex CTE ANSI SQL synthesizer (Julius AI / SQL)

MCP server for Tailscale, backed by the tailscale CLI and control-plane REST API

Edge-case unit test suite synthesizer & branch coverage optimizer (CodiumAI)

Claude Computer Use storefront cart action sequence & HITL approval planner

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Infinite whiteboard spatial clustering engine & theme aggregator (Miro Assist)

Post-purchase delivery milestone exception predictor (Narvar / parcelLab)

Pre-purchase return fraud propensity & wardrobing scorer (Gorgias / Yotpo)

Subscription churn mitigation & dynamic delivery frequency tuner (Recharge / Smartrr)

Browser bot defense detector identifying Cloudflare & CAPTCHAs (Browserbase)

Complex document OCR layout & tabular structure extractor (Unstructured.io)

GenPark AI Agent Skill - Runtime parameter type sanitizer, string-to-numeric casting, and boundary constraint validator for LLM tool dispatch.

GenPark AI Agent Skill - Okapi BM25 sparse lexical search engine, Robertson-Spärck Jones IDF, and length normalization for hybrid RAG.

GenPark AI Agent Skill - Human-in-the-loop (HIL) approval gate and execution interrupt controller with cryptographic review tokens and diff inspection.

GenPark AI Agent Skill - In-process isolated Python namespace REPL executor with stdout/stderr capture, safe builtins restrictor, and runtime variable introspection.

GenPark AI Agent Skill - Autonomous LLM gateway fallback router, error exponential backoff, and health check circuit breaker.

GenPark AI Agent Skill - Streaming attention sink preserver and FIFO sliding-window KV cache eviction manager for infinite-context agent loops.

GenPark AI Agent Skill - High-speed PII and secret redaction engine with reversible token vault and credential sanitization.

GenPark AI Agent Skill - Hierarchical Navigable Small World (HNSW) multi-layer vector index, greedy beam routing, and nearest neighbor search.

GenPark AI Agent Skill - AST-based semantic PR diff reviewer, change impact scoring, cognitive complexity delta, and automated refactoring suggestions.

GenPark AI Agent Skill - Human-in-the-loop (HIL) approval gate and execution interrupt controller with cryptographic review tokens and diff inspection.

GenPark AI Agent Skill - Multi-tenant token budget tracker, sliding-window rate limiter, and model pricing ledger.

GenPark AI Agent Skill - Inverted File Index (IVF) k-means Voronoi cell clusterer and coarse vector quantizer for scalable ANN search.

GenPark AI Agent Skill - AST-based semantic PR diff reviewer, change impact scoring, cognitive complexity delta, and automated refactoring suggestions.

GenPark AI Agent Skill - Sentence-boundary aware sliding window chunker with dynamic token overlap and duplicate block deduplication.

GenPark AI Agent Skill - Multi-criteria rubric scorer, qualitative critique synthesizer, and actionable refinement advisor.

GenPark AI Agent Skill - Practical Byzantine Fault Tolerance (PBFT) 3-phase consensus pre-prepare/prepare/commit with 2f+1 quorum verification.

GenPark AI Agent Skill - Self-consistency sampling aggregator, majority voting consensus engine, and semantic clusterer for reasoning verification.

GenPark AI Agent Skill - Information entropy and lexical diversity turn pruner stripping conversational noise while preserving core user intent.

GenPark AI Agent Skill - Distributed agent task idempotency key deduplication engine with rolling sliding window and replay-safe execution cache.

GenPark AI Agent Skill - Heuristic and statistical prompt injection and jailbreak detector with semantic delimiter protection and adversarial pattern scoring.

GenPark AI Agent Skill - Dynamic tool parameter dependency resolver, environment secret injector, and runtime parameter cascade mapper.

GenPark AI Agent Skill - Zero-dependency filesystem path restriction, subprocess jail, and network domain allowlisting sentinel.

GenPark AI Agent Skill - High-speed PII and secret redaction engine with reversible token vault and credential sanitization.

GenPark AI Agent Skill - Compiles JSON schemas into Context-Free Grammar (GBNF) rules for guaranteed deterministic LLM tool calling.

GenPark AI Agent Skill - Structured output formatting and grammar fence stripper ensuring clean JSON, YAML, and XML payloads without markdown leakage.

GenPark AI Agent Skill - Autonomous skill code synthesizer, AST validator, sandboxed unit-test generator, and skill library archiver.

GenPark AI Agent Skill - AST static analysis code auditor blocking forbidden module imports, dangerous syscalls, and arbitrary filesystem access.

GenPark AI Agent Skill - Multi-tenant token budget tracker, sliding-window rate limiter, and model pricing ledger.

GenPark AI Agent Skill - Beam search reasoning tree explorer, dead-end backtrack pruner, and state checkpoint restorer.

Executive BI KPI metric narrative brief synthesizer (Tableau Pulse)

OpenAPI schema to in-memory MSW client mock service synthesizer (MirageJS)

Relational database foreign key & ERD path inferrer (Dataherald)

Cumulative Layout Shift (CLS) web vitals optimizer (v0.dev / Lighthouse)

OpenAPI schema to in-memory MSW client mock service synthesizer (MirageJS)

Long-horizon intent drift aligner & scope creep guard (Codex Astra)

Codebase architectural invariant assertion sentinel (Codex Astra)

Cross-window structured persistent notes ledger (Codex Astra)

SPA network idle & DOM mutation settlement waiter (Cypress / Playwright)

Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)

Zero-dependency pure-Python spherical DBSCAN spatial clustering (Uber H3)

GenPark AI Agent Skill - Cooperative thread execution watchdog timer enforcing hard millisecond deadlines on agent code execution to prevent infinite loops.

GenPark AI Agent Skill - Local namespace variable diff inspector tracking variable creation, modification, and deletion across REPL execution steps.

GenPark AI Agent Skill - Transactional agent state checkpointer with deterministic snapshotting, time-travel rollback, and branch history tracking.

GenPark AI Agent Skill - Structured output formatting and grammar fence stripper ensuring clean JSON, YAML, and XML payloads without markdown leakage.

GenPark AI Agent Skill - AST security pattern matcher for injection vulnerabilities, insecure deserialization, secret leakage, and safe code rewrite synthesis.

GenPark AI Agent Skill - Multi-step agent tool DAG orchestrator, topological step execution scheduler, and intermediate argument mapper.

GenPark AI Agent Skill - Fault-tolerant LLM tool call payload repair, unescaped quote sanitization, and markdown codefence stripper.

GenPark AI Agent Skill - W3C tracecontext and baggage propagator, distributed agent span tree, and parent-child latency instrumentation.

GenPark AI Agent Skill - Multi-file AST symbol table and dependency graph builder, caller-callee indexing, and change blast radius calculator.

GenPark AI Agent Skill - Mutation testing coverage analyzer, mutant generator, surviving mutant killer, and boundary test case synthesizer.

GenPark AI Agent Skill - Monte Carlo Tree Search (MCTS) reasoning tree planner with UCB1 node selection, rollout simulation, and backpropagation.

GenPark AI Agent Skill - Autonomous unified diff patch synthesizer, hunk parser, fuzzy patch applicator, and merge conflict detector.

GenPark AI Agent Skill - Pure in-memory virtual Python module loader registering dynamic code packages via sys.meta_path without writing to disk.

GenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.

GenPark AI Agent Skill - Tool call success rate, failure recurrence rate, and execution latency efficiency profiler for agent tool optimization.

GenPark AI Agent Skill - Compiles JSON schemas into Context-Free Grammar (GBNF) rules for guaranteed deterministic LLM tool calling.

GenPark AI Agent Skill - Maximal Marginal Relevance (MMR) diversity-aware vector reranker balancing query relevance vs intra-result redundancy.

GenPark AI Agent Skill - Practical Byzantine Fault Tolerance (PBFT) 3-phase consensus pre-prepare/prepare/commit with 2f+1 quorum verification.

GenPark AI Agent Skill - Blackboard architecture shared state store, atomic key-value transactions, and pub-sub topic event broadcast.

GenPark AI Agent Skill - Parallel branch fanout and barrier join coordinator for multi-agent DAG subtasks with isolated error containment.

天枢 × AI-Agent 编排 MCP server：把 其他AI-Agent 当作执行工人，自动完成「开发 → 验收 → 失败返修 → 再验收」闭环。

Let AI watch videos: local files or YouTube/Bilibili URLs -> timestamped transcript + keyframes + contact sheets. Offline, no API key. MCP server + CLI + agent skill.

Deterministic AST tool-call schema auto-repair & parameter projection guard (AutoGen / LangGraph)

Multimodal OCR table grid & merged-cell reconstruction into Markdown (MinerU / Marker)

Cross-border Geo-IP currency converter & dynamic VAT/tax nexus calculator (Stripe Tax)

Zero-dependency heuristic adversarial prompt injection & override neutralizer (Lakera / NeMo)

Long-horizon conversational memory compaction & episodic anchor extractor (Mem0 / LangMem)

Deterministic JSON schema extraction and coercing engine for product hardware

Real-time in-memory unified diff & change telemetry generator for live artifacts

Multi-perspective synthetic consumer focus group simulator for market sentiment

Dynamic search synthesis and Sparkpage layout compiler generating comparison matrices & HTML UI

Autonomous multi-stage prompt-to-DAG planner resolving dependency topologies

Dynamic intent and budget-aware multi-model Pareto router selecting from 70+ LLMs

Autonomous web browser action planner mapping goals into resilient selector action sequences

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Deep research multi-source consensus arbitration engine evaluating authority & contradictions

Deep research multi-source cross-citation graph analyzer and consensus resolver

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

Reciprocal Rank Fusion (RRF) and hybrid search rank fusion engine

E-commerce advertising policy scanner detecting prohibited claims and trademarks

Query-guided contextual document compression engine pruning irrelevant web noise

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Stateful workflow checkpoint manager calculating state hashes and rollback points

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Multimodal visual spec grounding engine calculating physical dimensions and DoF

Dynamic price elasticity of demand calculator deriving marginal revenue maxima

Dynamic session context window tokenizer and dialogue compaction manager

Multi-tenant security isolation guard enforcing memory boundary compartmentalization

Customer lead scoring and interaction velocity evaluator predicting conversions

Generative Schema.org Product and FAQPage JSON-LD rich snippet generator

Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

A Claude Code plugin that checks every file and shell call an AI agent makes, fixes what it safely can, and tells the agent how to fix the rest. Windows and macOS.

Local, read-only MCP server and CLI that gives AI coding assistants a commit-pinned map of your codebase.

Enterprise Agentic RBAC/ABAC Least-Privilege Policy Synthesizer & Blast-Radius Auditor. Analyzes historical agent tool call audit logs, detects over-permissioned wildcards (*), synthesizes strict leas

Publish and share the small web tools your AI agents build, as easily as a Google Doc. Google sign-in, permissions, storage and gVisor sandboxing built in. Self-hosted.

Free, open-source Photoshop alternative for Mac: Photoshop's layout, menus, shortcuts and dialogs, measured point by point. Opens and saves layered PSD. Written in Rust.

Unofficial Codex plugin for AI 3D creation with your Tripo Studio account. Generate, texture, rig, animate and export assets with MCP Apps and local Blender tools.

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Creative intelligence MCP — score your prompt before you spend the credit

Desktop app for building AI persona panels and testing stimuli against them (Electron + React + TypeScript)

A deterministic crash diagnosis engine for .ips reports (CLI + MCP server)

Email MCP server for AI agents - full mailbox access for Claude, Codex, Cursor or any MCP client: search, read, send, attachments, folders across Gmail, Outlook, iCloud, QQ, 163 and any IMAP/SMTP host

Production-ready MCP server that lets AI agents build, schedule, run and recover Apache DolphinScheduler data pipelines - 53+ tools, beyond read-only.

A macOS window manager with snap zones you draw yourself and workspaces that reopen your apps on the right monitor — plus on-device OCR, keep-awake, screenshot annotation, pointer tools, a shortcut gu

Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.

Decompiler for compiled iOS/macOS interface files (.nib, .storyboardc): object tree, wiring, custom classes, navigation graphs

Google Flights MCP server by HasData: fares, flight legs, carbon emissions and price history, as JSON.

Turn SOP, policy and regulatory documents into human-verified Open Knowledge Format (OKF) bundles — every claim carries its source span. Desktop app + CLI + MCP server.

Vision-to-DOM element anchor resilient against click drift (Genspark Claw / Computer Use)

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

Long-horizon conversational memory compaction & episodic anchor extractor (Mem0 / LangMem)

Sub-100ms conversational turn-taking & barge-in handler (Cartesia Sonic / ElevenLabs)

Sub-100ms conversational turn-taking & barge-in handler (Cartesia Sonic / ElevenLabs)

Autonomous merchant checkout token & velocity limit guardrail (Agentcard / Stripe)

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

Cross-border Geo-IP currency converter & dynamic VAT/tax nexus calculator (Stripe Tax)

Zero-dependency heuristic adversarial prompt injection & override neutralizer (Lakera / NeMo)

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

Vision-to-DOM element anchor resilient against click drift (Genspark Claw / Computer Use)

Multimodal OCR table grid & merged-cell reconstruction into Markdown (MinerU / Marker)

Deterministic AST tool-call schema auto-repair & parameter projection guard (AutoGen / LangGraph)

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

Autonomous merchant checkout token & velocity limit guardrail (Agentcard / Stripe)

Deterministic JSON schema extraction and coercing engine for product hardware

Autonomous web browser action planner mapping goals into resilient selector action sequences

Autonomous multi-stage prompt-to-DAG planner resolving dependency topologies

Deep research multi-source consensus arbitration engine evaluating authority & contradictions

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Real-time in-memory unified diff & change telemetry generator for live artifacts

Multi-perspective synthetic consumer focus group simulator for market sentiment

Deep research multi-source cross-citation graph analyzer and consensus resolver

Dynamic intent and budget-aware multi-model Pareto router selecting from 70+ LLMs

Dynamic search synthesis and Sparkpage layout compiler generating comparison matrices & HTML UI

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

E-commerce advertising policy scanner detecting prohibited claims and trademarks

Connect your business. RevenueOS finds opportunities, executes approved revenue work, and measures what happened. Self-hosted, MIT.

Stateful workflow checkpoint manager calculating state hashes and rollback points

Query-guided contextual document compression engine pruning irrelevant web noise

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Reciprocal Rank Fusion (RRF) and hybrid search rank fusion engine

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Multimodal visual spec grounding engine calculating physical dimensions and DoF

Multi-tenant security isolation guard enforcing memory boundary compartmentalization

Customer lead scoring and interaction velocity evaluator predicting conversions

Generative Schema.org Product and FAQPage JSON-LD rich snippet generator

Dynamic price elasticity of demand calculator deriving marginal revenue maxima

Dynamic session context window tokenizer and dialogue compaction manager

Sentence-level RAG factual grounding and hallucination detection engine

Autonomous refund and dispute arbitration engine validating carrier proofs and policies

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

Autonomous refund and dispute arbitration engine validating carrier proofs and policies

Cross-category e-commerce product bundle pricing optimizer maximizing AOV

Speculative decoding draft-model verification engine calculating acceptance probabilities

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

Sentence-level RAG factual grounding and hallucination detection engine

Speculative decoding draft-model verification engine calculating acceptance probabilities

Cross-category e-commerce product bundle pricing optimizer maximizing AOV

MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.

Real-time prepaid credit burn velocity tracker calculating runway days, health scores, and upsell triggers inspired by Metronome

Real-time usage event ingestion, multi-tier metric aggregation, and precise invoice calculation engine inspired by Metronome

Side-by-side seat-based, usage-based, and hybrid pricing revenue simulator with elasticity scoring inspired by Metronome

Real-time usage event ingestion, multi-tier metric aggregation, and precise invoice calculation engine inspired by Metronome

Real-time prepaid credit burn velocity tracker calculating runway days, health scores, and upsell triggers inspired by Metronome

Side-by-side seat-based, usage-based, and hybrid pricing revenue simulator with elasticity scoring inspired by Metronome

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Biological chronotype and circadian rhythm personal scheduler maximizing deep cognitive analytical output

Real-time spend clarity anomaly detector identifying runaway agent token burn spikes with statistical Z-scores

Protocol schema negotiator and capability handshake engine ensuring secure interoperability between agents

Pre-commit diff safety scanner preventing destructive shell commands, API token leaks, and disk corruptions

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Multi-agent swarm combinatorial auctioneer decomposing objectives and allocating subtasks based on bids

Executive boundary defense and communication arbitrator deflecting non-urgent real-time interruptions to async channels

Personal cognitive load and attention fragmentation index analyzer restructuring daily agendas into deep work blocks

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs

Verifiable agent reputation ledger tracking cryptographic task receipts and enforcing slashable staking penalties

Multi-dimensional pricing matrix evaluator resolving dynamic pricing rates across region, SLA tiers, and commitments

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Pre-commit diff safety scanner preventing destructive shell commands, API token leaks, and disk corruptions

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Swarm resource deadlock detector constructing Wait-For-Graphs to detect cycles and trigger preemption

Personal cognitive load and attention fragmentation index analyzer restructuring daily agendas into deep work blocks

Swarm resource deadlock detector constructing Wait-For-Graphs to detect cycles and trigger preemption

Distributed swarm state snapshotting and transactional rollback engine restoring consistent states upon failure

Verifiable agent reputation ledger tracking cryptographic task receipts and enforcing slashable staking penalties

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Protocol schema negotiator and capability handshake engine ensuring secure interoperability between agents

Multi-dimensional pricing matrix evaluator resolving dynamic pricing rates across region, SLA tiers, and commitments

Real-time spend clarity anomaly detector identifying runaway agent token burn spikes with statistical Z-scores

Multi-agent swarm combinatorial auctioneer decomposing objectives and allocating subtasks based on bids

Distributed swarm state snapshotting and transactional rollback engine restoring consistent states upon failure

Biological chronotype and circadian rhythm personal scheduler maximizing deep cognitive analytical output

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Mathematical consistency and formula balancing auditor for extracted balance sheets, income statements, and cash flow reports.

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Indirect prompt injection sanitizer and delimiter boundary firewall neutralizing embedded command overrides

Adversarial prompt jailbreak detector analyzing framing evasion, hypothetical bypasses, and token smuggling

High-speed document PII redaction and credential sanitizer featuring Luhn credit-card verification, reversible salt hashing, and audit logs.

High-speed document PII redaction and credential sanitizer featuring Luhn credit-card verification, reversible salt hashing, and audit logs.

Adversarial prompt jailbreak detector analyzing framing evasion, hypothetical bypasses, and token smuggling

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Real-time acoustic VAD & semantic turn-completion endpoint detector distinguishing mid-sentence hesitation pauses from finished speech turns.

Mathematical consistency and formula balancing auditor for extracted balance sheets, income statements, and cash flow reports.

Geometric spatial relationship grounding evaluator verifying relative positional assertions between objects and UI controls

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Set-of-Marks (SoM) bounding box resolution and relative viewport coordinate mapper for computer-use vision agents

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Full-duplex conversational barge-in arbitrator classifying user interruptions, backchannels, and acoustic echo with context rollback.

End-to-end conversational voice agent latency telemetry profiler tracking VAD, STT, LLM-TTFT, TTS-TTFB, and playout bottlenecks.

Egress data exfiltration firewall detecting obfuscated credentials, private keys, and API tokens in payloads

Multimodal chart coordinate calibration and tabular dataset recovery engine transforming visual bar, line, and scatter charts into structured numbers.

Indirect prompt injection sanitizer and delimiter boundary firewall neutralizing embedded command overrides

Role-based access control and tool privilege attenuator preventing unauthorized tool invocations

Real-time acoustic VAD & semantic turn-completion endpoint detector distinguishing mid-sentence hesitation pauses from finished speech turns.

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Set-of-Marks (SoM) bounding box resolution and relative viewport coordinate mapper for computer-use vision agents

Multi-frame GUI computer-use action trajectory summarizer detecting dead clicks and UI rendering latency stalls

Browser DOM accessibility tree pruner filtering non-interactive noise and generating dense actionable trees for web agents

Multimodal visual hallucination verifier cross-checking vision model claims against ground-truth OCR and bounding box metadata

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Adaptive WebRTC audio packet jitter buffer and packet loss concealment (PLC) engine maintaining smooth voice playout over volatile network streams.

Low-latency streaming prosody, SSML, and emotion pacing modulator dynamically tailoring speech pitch, cadence, and pause inflections.

Contract cross-reference resolver and defined-term graph analyzer detecting circular references and substituting statutory definitions.

Multi-frame GUI computer-use action trajectory summarizer detecting dead clicks and UI rendering latency stalls

Deterministic 2D bounding-box spatial clustering and table reconstruction engine recovering multi-column layouts, merged headers, and grid hierarchies.

Browser DOM accessibility tree pruner filtering non-interactive noise and generating dense actionable trees for web agents

Low-latency streaming prosody, SSML, and emotion pacing modulator dynamically tailoring speech pitch, cadence, and pause inflections.

Packet ordering simulation and inter-arrival jitter telemetry.

Deterministic 2D bounding-box spatial clustering and table reconstruction engine recovering multi-column layouts, merged headers, and grid hierarchies.

Dynamic honeypot and cryptographic canary token sentinel detecting prompt extraction and triggering session freezes

Role-based access control and tool privilege attenuator preventing unauthorized tool invocations

Geometric spatial relationship grounding evaluator verifying relative positional assertions between objects and UI controls

Full-duplex conversational barge-in arbitrator classifying user interruptions, backchannels, and acoustic echo with context rollback.

End-to-end conversational voice agent latency telemetry profiler tracking VAD, STT, LLM-TTFT, TTS-TTFB, and playout bottlenecks.

Egress data exfiltration firewall detecting obfuscated credentials, private keys, and API tokens in payloads

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Multimodal visual hallucination verifier cross-checking vision model claims against ground-truth OCR and bounding box metadata

Multimodal chart coordinate calibration and tabular dataset recovery engine transforming visual bar, line, and scatter charts into structured numbers.

Contract cross-reference resolver and defined-term graph analyzer detecting circular references and substituting statutory definitions.

Dynamic honeypot and cryptographic canary token sentinel detecting prompt extraction and triggering session freezes

Cross-platform personal episodic memory and context graph synthesizer compiling recency-decayed briefings for interactions

Native Model Context Protocol (MCP) server exposing HubX's mobile-first multimodal toolchain: vision diagnostics, voice transcription, photo-realistic generation, and spatial design.

Native Model Context Protocol (MCP) server exposing HubX's mobile-first multimodal toolchain: vision diagnostics, voice transcription, photo-realistic generation, and spatial design.

Native Model Context Protocol (MCP) server providing typed state-action schema arbitration, deterministic action dispatch, and token-saving pre-escalation filters.

Native Model Context Protocol (MCP) server fusing Meta ambient multimodal perception with Muse continuous episodic memory streams and Ebbinghaus recency decay.

Native Model Context Protocol (MCP) server providing typed state-action schema arbitration, deterministic action dispatch, and token-saving pre-escalation filters.

Native Model Context Protocol (MCP) server fusing Meta ambient multimodal perception with Muse continuous episodic memory streams and Ebbinghaus recency decay.

Personal digital asset decluttering agent classifying orphaned downloads, duplicate screenshots, and stale browser bookmarks.

Multi-strategy anomaly detector computing standard Z-score, modified median absolute deviation (MAD), and Tukey IQR fences on numerical streams.

Radix trie-based prompt prefix cache optimizer matching longest common prompt token prefixes to eliminate redundant prefill computation and reduce TTFT.

Log-Structured Merge-tree (LSM Tree) storage engine with in-memory MemTable, SSTables, and compaction.

Parametric polynomial curves and surfaces with de Casteljau's algorithm and bicubic Bézier patch evaluation.

Token-safe AST import re-aliasing and dependency migration engine safely replacing module paths and callsites without regex bugs.

Entity-relation-object triplet extractor and multi-hop path reasoning kernel with Cypher and JSON-LD graph generation.

Zero-dependency hybrid retrieval engine fusing sparse lexical BM25 Okapi and dense Cosine vector similarities via Reciprocal Rank Fusion.

Minimalist Lisp/Scheme interpreter with S-expression reader, lexical scope environments, and conditional forms.

Personal inbox cognitive triage engine classifying actionability, effort duration, and urgency to prevent attention fragmentation.

Binary and grayscale mathematical morphology operators: dilation, erosion, opening, and closing.

Virtual memory page replacement algorithms: Least Recently Used (LRU) and Second-Chance Clock algorithm.

Nelson-Siegel parametric zero-coupon yield curve modeling engine fitting spot rates, decay factor, level, slope, and curvature components.