The Positronick Catalog
Every installable SOUL.md personality and verified AI tool in one browsable catalog — souls, harnesses, CLIs, MCP servers, agents, skills, plugins, and loops.
A complete AI agency at your fingertips: specialized expert agents with personality, processes and proven deliverables.
🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 267 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web…
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Open-source, code-first toolkit for building, evaluating, and deploying sophisticated multi-agent AI systems, optimized for Gemini but model- and deployment-agnostic.
A Ralph-style loop that turns open GitHub issues into pull requests, one task per iteration, until none remain.
Anthropic's public repository of Agent Skills: self-contained folders with a SKILL.md that Claude loads dynamically to perform specialized tasks like document creation and MCP server generation.
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
Vercel's official collection of agent skills for AI coding agents, covering React/Next.js performance, AI SDK usage, web UI guidelines, and Vercel deploys.
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands.…
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,005+ agentic skills. Includes CLI, local MCP,…
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
Cloudflare's SDK for building and deploying stateful, persistent AI agents on Workers and Durable Objects, with built-in state, scheduling, WebSockets, MCP, and React hooks.
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
Provider-agnostic TypeScript toolkit for building AI-powered applications and agents across Next.js, React, Svelte, Vue, and Node.js.
Open-source AI browser agent for web automation: a web browsing agent and computer-use agent in plain English
Create algorithmic and generative art with p5.js using seeded randomness and interactive parameter exploration — flow fields, particle systems, and more.
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and…
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local export.
Agent skill that generates architecture diagrams with light/dark themes and PNG/JPEG/WebP/SVG export — no runtime dependencies.
ARIS (Auto-Research-In-Sleep): lightweight Markdown-only skills for autonomous ML research with review loops and experiment automation.
Systematic requirements discovery through focused multi-round questioning before any code gets written — asking only what the code can't reveal.
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex…
Inspectable, portable semantic memory for AI agents — core engine, TypeScript SDK, framework adapters, MCP server, CLI, and self-hostable host plugins.
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works…
Programming framework for agentic AI and multi-agent conversation patterns (now in maintenance mode).
Test-first loop: write a failing test, implement the minimum code to pass, refactor, and repeat.
GitHub's curated marketplace of custom agents, skills, instructions, hooks, and plugins to extend GitHub Copilot.
The unified command line interface for managing and automating all AWS services from your terminal.
An official open-source suite of Model Context Protocol servers connecting AI assistants to AWS services, docs, and infrastructure.
A command line tool to build, test, debug, and deploy serverless applications using the AWS Serverless Application Model.
Build with Azure AI services — AI Search (vector/hybrid/semantic), Speech, OpenAI, and Document Intelligence (OCR).
Azure cost management — query and forecast spending, find orphaned resources, and optimize to reduce waste.
Execute Azure deployments for already-prepared apps with existing deployment plans and infrastructure files.
Debug Azure production issues with AppLens, Azure Monitor, and resource health — safe triage for App Service, containers, and more.
Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters — SKU selection, networking, and security.
MCP server connecting AI agents to 40+ Azure service areas for resource management and queries.
Find the least-privilege Azure RBAC role for an identity and generate the CLI commands and Bicep to assign it.
Microsoft's Azure capability plugin: curated Azure skills plus the Azure MCP Server (200+ tools across 40+ services) and Foundry MCP, for real Azure work from coding agents.
Work with Azure Storage — Blob, File, Queue, Table, and Data Lake — including access-tier guidance (hot/cool/cold/archive).
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Drive a GitHub PR to a fresh approval, green CI, and a mergeable state — verifying every review finding against the code, fixing the real ones, and pushing back with evidence on the rest.
Packages Claude Design as a portable Agent Skill — run it in Cursor, Claude Code, or any file-capable agent to produce polished UI mockups, prototypes, and decks as self-contained HTML.
Your browser is the API: CLI + MCP server for AI agents to control Chrome with your login state.
Green tests are not a running app — build the production image, boot it against a fresh throwaway database, probe the real routes and contracts, fix, and re-boot until everything answers.
Apply Anthropic's official brand colors and typography to any artifact that benefits from a consistent company look-and-feel.
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
MCP server plus Chrome extension that lets AI apps automate your existing browser with your real profile and logged-in sessions.
Run the production build, fix compile and bundling errors, and loop until the build succeeds.
Block's open-source workspace where humans and AI agents share rooms — Nostr identities, ACP harness, agent-first CLI, and self-hosted relay.
Create beautiful static visual art as .png and .pdf — posters, designs, and artwork — guided by a design philosophy.
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents
Run the Positronick engine once: detect candidates, draft-seed at most one, never publish.
Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill marketplace, multi-model, Computer Use, task-aware desktop pets, with WeChat, Feishu, DingTalk, Telegram, WhatsApp and H5 access
After shipping a feature, loop until CHANGELOG.md has a user-facing entry and conventional commits are reflected.
Write the success criteria and load-bearing assumptions first, complete exactly one step per pass while restating done / verified / left, and loop until every criterion is checked off and backed by evidence.
Official Chrome DevTools MCP server that lets agents drive and inspect a real Chrome browser over the DevTools Protocol.
TypeScript framework for building custom AI agents powered by Claude Code, supporting one-off queries, interactive client sessions, custom tools, and hooks.
Python framework for building custom AI agents on top of Claude Code, with query() for one-off tasks and ClaudeSDKClient for interactive sessions, custom tools, and hooks.
Reference for building with the Claude API / Anthropic SDK: models, params, streaming, tool use, MCP, caching, and token counting.
Agentic coding tool that lives in your terminal, understands your codebase, and executes routine tasks, explains code, and handles git workflows via natural language.
Official Go-based CLI for the Claude Developer Platform / Claude API, distinct from the agentic Claude Code tool.
Persistent context across sessions for every agent: captures session activity, compresses it with AI, and injects relevant context into future sessions.
Anthropic-managed directory of high-quality Claude Code plugins, including internal Anthropic plugins and vetted third-party submissions, that extend Claude Code with commands, agents, and MCP servers.
Run Claude Code, Codex, Antigravity, Cursor Agent and OpenCode as one runtime — persistent sessions, multi-agent councils, an OpenAI-compatible endpoint, an MCP server, and an ACP agent any editor…
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
A token-efficient remote MCP server exposing the entire Cloudflare API (~2,500 endpoints) via a Code Mode search/execute pattern at mcp.cloudflare.com.
A suite of official remote MCP servers (observability, bindings, builds, browser rendering, Radar, AI Gateway, and more) that let MCP clients manage Cloudflare via natural language.
Official collection of Agent Skills, slash commands, and bundled MCP servers that teach coding agents (Claude Code, Cursor, Codex, etc.) how to build on Cloudflare.
一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and…
A rigorous reviewer who catches bugs, security holes, and unclear code.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
Lightweight coding agent from OpenAI that runs locally in your terminal, usable with a ChatGPT plan or API key.
GitHub Action that runs Codex inside CI/CD workflows to review PRs or apply patches, with configurable sandbox privileges.
Claude Code plugin that lets you run Codex from within Claude Code to review code or delegate background tasks using your local Codex auth.
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
Pure-C inference engine that streams a 744B-parameter MoE model (GLM-5.2) from disk to run on a ~25GB-RAM consumer machine.
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY…
React composition patterns that scale — use when refactoring components toward more composable, maintainable structures.
Context window optimization for AI coding agents: sandboxes tool output (98% reduction), persists session memory, enforces routing across 17 platforms.
MCP server that pulls version-accurate, up-to-date library docs and code examples straight into your agent's context.
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and…
Align new code to the codebase's own idioms — sample its neighbors, fix one mismatch per pass, and when two patterns conflict pick the more recent or better-tested one rather than averaging them.
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
Add focused tests until coverage meets your threshold (e.g. 80%), without changing production behavior unnecessarily.
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install.…
Official scaffolding CLI that bootstraps and deploys new Workers and framework-based projects using Cloudflare-maintained templates, and installs Wrangler.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
MicroVM-isolated sandboxes for running AI agents — instant, concurrent, and secure, with a template store and web console.
One weekday morning message: meetings in order, what moved overnight, the one thing to prepare.
A skeptical analyst who interrogates every number before trusting it.
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
After implementation, run a cleanup pass: remove debug code, tighten naming, delete dead branches, and align with project conventions.
Collapse a menu of options into one committed recommendation — research each candidate with real evidence instead of priors, score against explicit criteria, and don't stop until a single pick stands with a named runner-up.
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors
Open-source long-horizon SuperAgent harness that researches, codes and creates using sandboxes, memories, tools, skills and subagents.
Deploy applications and websites to Vercel — production or preview deployments — straight from a coding agent.
On an interval, hit health and smoke endpoints after a deploy until all checks return healthy responses.
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android…
Terminal control, filesystem search, and diff-based file editing for AI clients, over MCP.
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
An SRE who automates everything and treats reliability as a feature.
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
Guide a structured workflow for co-authoring documentation, proposals, technical specs, and decision docs through iterative refinement.
Open-source 'docker agent' builder and runtime for declaring, running, and sharing multi-agent AI teams via YAML, with MCP tools and any LLM provider (formerly named cagent).
The official Docker command-line interface for building, running, and managing containers, images, networks, and volumes against the Docker daemon.
Docker CLI plugin to define and run multi-container applications from a single declarative YAML file with one command.
Open-source 'docker mcp' CLI plugin and gateway that orchestrates Model Context Protocol servers as isolated containers, with secrets, OAuth, and access control, powering Docker Desktop's MCP Toolkit and catalog.
The 'docker model' CLI plugin for pulling, running, packaging, and serving local LLMs and AI models as OCI artifacts with an OpenAI-compatible API.
The 'docker scout' CLI plugin for software supply chain security: generating SBOMs, matching components against vulnerability databases, and evaluating image policy compliance.
Treat every operational claim in your docs and runbooks as a hypothesis — verify each against the live system, fix what drifted, and loop until no claim fails verification.
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
Create, read, edit, and manipulate Word (.docx) documents, including tables of contents, headings, and professional formatting.
From text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with…
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
Extract a shared unit only where the same logic appears three or more times — and inline back any abstraction used only once or twice.
A vivid dungeon master who runs improv tabletop adventures.
A harness-native operator system — skills, instincts, memory, and security — that tunes Claude Code, Codex, OpenCode, and Cursor for research-first development.
A filesystem-first framework for durable AI agents — instructions, tools, skills, channels, and schedules live as conventional files you can inspect, extend, and operate.
Exa MCP for web search and web crawling: connect AI agents to Exa for search, content fetching and multi-step research.
A proactive assistant who guards your time and never drops a ball.
The fast, Pythonic framework for building MCP servers and clients — the toolkit you build them with, not a server itself.
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.
Official command-line interface for Firebase to initialize, test, manage, and deploy Firebase projects, Cloud Functions, hosting, and AI/Genkit features.
Official Firecrawl MCP server: adds powerful web scraping and search to Cursor, Claude and any other LLM client.
Fetch the latest failed CI run, reproduce the failure locally, fix it, and repeat until checks pass.
Microsoft Research's visualization language designed for AI-generated charts, with an MCP server so agents can author and validate charts.
Run the formatter, fix any remaining style issues, and loop until the codebase formats cleanly with no diffs.
MCP server to provide Figma layout information to AI coding agents like Cursor.
Create distinctive, production-grade frontend interfaces with high design quality — components, pages, and full applications.
Claude Code skill that turns a coding agent's frontend skills into polished, web-based slide decks.
Open-source AI agent that brings Gemini directly into your terminal, using a ReAct loop with built-in tools and MCP server support.
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
Open-source framework (with CLI and local dev UI) by Google's Firebase for building AI-powered and agentic apps in JavaScript, Go, and Python with a unified model interface, flows, and RAG.
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker…
GitHub's official command-line tool for working with pull requests, issues, releases, and the GitHub API from the terminal.
Brings the Copilot coding agent to the terminal, letting you build, debug, and understand code via natural language.
GitHub's official Model Context Protocol server that connects AI agents to GitHub repos, issues, pull requests, and workflows.
Put an end to code hallucinations: a free, open-source remote MCP server for any GitHub project.
Official Google Cloud command-line interface (part of the Cloud SDK, including gcloud, gsutil, and bq) for managing Google Cloud resources, AI/Vertex services, and applications.
Command-line tool for scripting Gmail, Drive, Calendar and the rest of Google Workspace, with 40+ bundled agent skills.
Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate -…
An autonomous agent that conducts deep research on any data using any LLM provider.
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
Turn any codebase, with its docs, SQL schemas, configs and PDFs, into a queryable knowledge graph.
SpaceXAI's terminal coding agent harness and TUI — fullscreen, mouse-interactive, extensible, with headless and ACP modes.
Audit a doc, PR description, or answer for unsourced assertions and replace each hedge with a cited artifact — file:line, command output, or URL — until nothing rests on inference.
Garry Tan's exact Claude Code setup — 23 specialist agents and 8 power tools as slash-command skills that turn Claude Code into a virtual engineering team.
Quality-gate skills for coding agents that catch AI-generated failure modes in code, tests, and docs.
AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
An agent-aware terminal multiplexer — a tmux successor that surfaces each coding agent's state per pane.
The agent that grows with you — a cross-platform AI agent that installs with one command and bundles its own runtime.
MCP server letting AI agents run 150+ cybersecurity tools: authorized penetration testing and security research only.
The official Python client and `hf` command-line tool for interacting with the Hugging Face Hub (auth, downloading/uploading models, datasets, and Spaces).
Official MCP server that connects MCP-compatible assistants to the Hugging Face Hub for searching models, datasets, Spaces, papers, and docs, plus running Gradio community tools.
ADHD-friendly agent output: lead with the next action, number steps, no preamble or 'Hope this helps!'.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Find architectural deepening and refactoring opportunities in a codebase.
When implementation claims done, a separate verifier pass runs build, lint, and tests with no access to the implementer's rationale.
Mutate your own production code on purpose, prove a test fails for each change, and loop until no surviving mutant slips past the suite.
Write internal communications — status reports, leadership updates, newsletters — in the formats a company prefers.
Before a large batch job, surface the few decisions only the owner can make, lock them in one up-front interview, then run the whole batch unattended — looping on blockers, not on questions.
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens…
Command-line companion and TUI for Jules, Google's asynchronous cloud coding agent, to create and manage agent sessions that write tests, fix bugs, and open pull requests.
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
A single-binary AI coding-agent CLI for the terminal — reads and edits code, runs commands, and speaks the Agent Client Protocol to drive Zed and JetBrains.
AWS's agentic command-line tool for building software through natural-language chat in your terminal, the successor to the Amazon Q Developer CLI.
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they…
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
End-to-end robotics toolkit with CLI commands (`lerobot-train`, `lerobot-eval`, `lerobot-info`) for training, evaluating, and running real-world robot policies on PyTorch.
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Run lint and typecheck, fix reported issues, and loop until the codebase is clean.
A meticulous research assistant who summarizes and cites, never invents.
CLI tools and starter patterns for loop engineering — scaffold, score, and audit the systems that prompt your AI coding agents instead of prompting them by hand.
An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
MCP server exposing MarkItDown's file-to-Markdown conversion (PDF, Office, images, audio) to agents.
The modern TypeScript framework for building AI-powered applications and agents — agents, workflows, RAG, evals, memory, and MCP in one stack.
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
Guide for building high-quality MCP servers in Python (FastMCP) or Node/TypeScript (MCP SDK) to integrate external APIs and services.
Curated reference MCP server implementations (Filesystem, Fetch, Git, Memory, Sequential Thinking, Everything) maintained by the Model Context Protocol steering group to demonstrate MCP features and SDK usage.
Open-source MCP server (formerly Gen AI Toolbox for Databases) that securely connects AI agents and MCP clients to databases like AlloyDB, Spanner, Cloud SQL, BigQuery, and self-managed Postgres/MySQL.
MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
This is an MCP server that allows you to directly download transcripts of YouTube videos.
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency…
CLI that generates versioned, code-owned AI SDK tool stubs from any MCP server to cut token cost and reduce prompt-injection risk.
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.
An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
MDA Open Spec — a Markdown superset for agent-facing documents. One .mda source compiles to drop-in SKILL.md, AGENTS.md, MCP-SERVER.md, and CLAUDE.md. JSON Schema validated, with typed dependency…
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
78 agent skills for designers and builders — landing pages, motion, WebGL, capture workflows, and design-first prompting.
After merging, loop until production actually reflects the merge — pipeline green, the new commit serving, fresh routes answering, and schema plus data applied.
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, and learning loop.
Multi-language framework for building production AI agents and multi-agent workflows; successor to Semantic Kernel and AutoGen.
Deploy, evaluate, fine-tune, and manage Microsoft Foundry agents end-to-end — builds, hosted agents, batch/continuous eval, and prompt optimization.
Run database migrations, fix schema issues, and loop until migrations apply cleanly in dev.
A terminal-native AI coding agent with persistent cross-session project memory and built-in multi-agent switching; a free zero-config channel to start.
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game…
A ~100-line, dependency-light SWE agent from the SWE-bench team — a clean reference harness for coding-agent research.
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
An open-source ML engineer agent that reads papers, trains models, and ships them, routing tool calls across the Hugging Face Hub, Jobs, and sandboxed execution.
A Claude Code plugin that lets you invoke Hugging Face's ml-intern agent to fine-tune, evaluate, and ship models directly from inside Claude Code.
MCP server for mobile automation and scraping across iOS, Android, emulators, simulators and real devices.
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
A markdown-and-bash protocol that turns a well-scoped repo into a supervised multi-agent coding loop where a Beacon ranks the next work, you approve it, and path-owning agents build in isolated git worktrees.
Assign issues to Claude Code, Codex, Cursor, and 17 more coding agents like teammates — open-source and self-hostable.
An MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you.
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management,…
Official command-line tool for developers and coding agents to authenticate, make Notion API requests, upload files, and build/deploy Notion Workers from the terminal.
Official Notion MCP server giving AI tools secure access to a Notion workspace; a hosted remote variant is offered at https://mcp.notion.com/mcp via OAuth.
Official Cursor plugin packaging Notion Skills with Notion's hosted MCP server (https://mcp.notion.com/mcp) for one-click workspace access inside Cursor.
Official collection of agent skills for working with Notion, including a notion-cli skill for installing and using the ntn CLI via coding agents.
Official Claude Code plugin that bundles Notion Skills, the Notion MCP server, and slash commands for one-click connection of Claude Code to a Notion workspace.
A secure REST API and Model Context Protocol (MCP) server for your vault.
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
Agent skills for Obsidian. Teach your agent to use Obsidian CLI and open formats including Markdown, Bases, JSON Canvas.
A single-binary Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files — no Office install required.
A multi-model coding-agent harness that installs into OpenCode and the OpenAI Codex CLI.
A terminal coding agent with the IDE wired in — LSP, DAP, subagents, browser, and 40+ providers.
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
A meta-harness that orchestrates Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, with policy enforcement and sandboxing.
AI code-review CLI battle-tested at Alibaba scale — a deterministic-engineering × agent hybrid giving precise line-level comments at ~1/9 the tokens of a general agent.
A self-hosted auth/connector gateway linking 1,000+ SaaS providers to AI agents via MCP, SDK, CLI, HTTP, and OpenAPI.
The open-source Claude Design alternative: a local-first desktop app that turns your coding agent into the design engine.
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research
Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.
JavaScript/TypeScript framework for building multi-agent and voice agent workflows with handoffs, guardrails, and tracing.
Lightweight, provider-agnostic framework for building multi-agent workflows with tools, handoffs, guardrails, sessions, and tracing.
Official, type-annotated Python client library for the OpenAI REST API, with synchronous and asynchronous clients for the Responses, Chat Completions, and Realtime APIs.
Your own personal AI assistant for any OS and platform — installs via npm and runs as an always-on gateway daemon.
CLI that turns any website into a command-line tool an AI agent can drive using your logged-in browser session.
An open-source, model-agnostic coding agent for your terminal — bring your own model across 75+ providers and self-host it.
World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video…
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.
Open-source sandbox runtime for executing AI-generated code, with Docker and Kubernetes backends, SDKs, a CLI, and an MCP server.
A CLI that writes and maintains agent-facing documentation for your codebase, and keeps it up to date via a daily GitHub Action.
An agent development environment (ADE) for running a fleet of parallel coding agents in isolated worktrees, on desktop and mobile.
Own your AI: the native macOS harness for AI agents with any model, persistent memory, autonomous execution and cryptographic identity.
Agent OS where the agent gets smarter on its own: interview-gated, staged evaluation and a budgeted evolution loop across 13 runtimes.
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive…
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Work with PDF files: extract text and tables, merge and split, rotate, watermark, fill forms, encrypt, and create new PDFs.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.
A self-extensible coding-agent harness and AI agent toolkit: an interactive coding agent CLI with a unified multi-provider LLM API, TUI, and web UI libraries.
MCP server that gives agents structured browser automation via Playwright's accessibility tree.
Makes your AI agent think like the laziest senior dev in the room — injects a YAGNI ruleset so the best code becomes the code you never wrote.
Teach your agent the positronick.com registry: find, inspect and install souls and agent tooling through the MCP server or the CLI.
Find, inspect and install souls, MCP servers and agent tooling from positronick.com — straight from your terminal.
The positronick Hub as a Claude Code plugin: the positronick MCP server plus the positronick skill, installed together.
Thirteen numbered rules of engineering discipline — verify before you assert, test before you code, fail loud, and cite the rule you applied.
Official Language Server and CLI toolchain for Postgres, providing autocompletion, type checking, linting, and syntax error detection built on Postgres' own libpg_query parser.
Official MCP server that lets LLMs perform CRUD operations over a Supabase/PostgREST REST API and convert SQL queries to PostgREST syntax, ideal for connecting end users to your app's data.
Create, read, and edit PowerPoint (.pptx) decks — slide decks, pitch decks, and presentations — or extract their content.
Review your own diff like a senior reviewer, fix issues, and repeat for three passes before opening the PR.
A decisive PM who turns fuzzy ideas into shipped, measurable outcomes.
This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.
A Python agent framework from the Pydantic team — type-safe, model-agnostic agents for production GenAI applications.
Multiplayer agent harness for work — personal and shared scopes in Slack and on the web, model- and harness-agnostic.
Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.
The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and…
Repeatedly relaunch a fresh coding-agent session against a prompt until the implementation plan is complete.
React and Next.js performance optimization guidelines from Vercel Engineering, for writing, reviewing, or refactoring components.
React Native and Expo best practices for building performant mobile apps with coding agents.
Implement smooth, native-feeling animations with React's View Transition API — page transitions, route animations, and CSS view-transition pseudo-elements.
Before editing a symbol, map every caller, re-export, test, and shared util it touches — iterate until the blast radius is fully known, then write.
A security red-teamer who probes for weaknesses — authorized use only.
Attack your own just-built feature's trust assumptions — spoofable identifiers, client-settable fields, lookalike handles, reclamation attacks — fix each break and re-attack until every attack fails.
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
Distill a coding session's hard-won lessons — gotchas, patterns, integration quirks — into the project's knowledge base, with explicit approval before anything is written.
When a watched GitHub repo tags a release, make sure Positronick /news will ingest it.
A command-line tool that flattens any git repo into a single static HTML page for fast human skimming or for copying the whole codebase into an LLM.
Open-source desktop AI coworker that indexes your email, meetings, and notes into a knowledge graph and acts on them across built-in work surfaces.
The original agent meta-harness: deploy multi-agent swarms, coordinate autonomous workflows and build conversational AI systems.
Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.
Apple/WebKit's official MCP server for driving Safari — built into safaridriver, shipping in Safari Technology Preview.
After every schema edit, regenerate migrations and prove there is no drift — loop until a fresh generate produces no new files and leaves the working tree clean.
A coding-agent skill that turns your agent into a security auditor, orchestrating parallel agents through a six-phase pipeline to find exploitable vulnerabilities with independently verified, machine-readable findings.
Model-agnostic SDK for orchestrating, building, and deploying AI agents and multi-agent systems.
A pragmatic senior backend engineer who ships clean, tested services.
The newer TypeScript Sentry CLI built for developers and AI agents, with Seer-powered root cause analysis (sentry issue explain/plan), DSN auto-detection, and JSON output.
Official Model Context Protocol server that connects AI coding assistants to Sentry's API for searching issues, retrieving events, and debugging production errors; hosted remotely at mcp.sentry.dev.
The long-standing Rust-based command-line utility for Sentry, used to upload debug symbols and source maps, manage releases, and view issues.
Official Sentry plugin for Claude Code and Cursor that bundles agent skills, the /seer slash command, and auto-configured Sentry MCP to set up Sentry and fix production issues.
Open-format Agent Skills used internally by the Sentry team for development, including code review, commit, branch-naming, and security/performance review skills that work across Claude Code, Cursor, Cline, and Copilot.
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities: the IDE for your agent.
After significant work, distill the non-obvious lessons — gotchas, environment quirks, corrections you received — into durable notes, looping until a fresh review pass surfaces nothing unrecorded.
One-time per-repo setup that teaches the engineering skills your conventions.
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
Take a finished change from working tree to a green, mergeable PR — one command chaining simplify, verify, code-review, smart-commit, branch hygiene, PR, and babysit-to-green.
A Claude Code plugin that takes a finished change from working tree to a green, mergeable PR, then drives the review loop to a fresh approval.
Implement on a branch, run tests, push, open a PR, and loop until checks pass and the PR is ready to merge.
Hunt down swallowed errors, empty catch blocks, ignored return codes, silent fallbacks, and skipped tests, then make each one fail loud or carry an explicit comment justifying the suppression.
Create, modify, and improve Agent Skills, and measure their performance with evals, benchmarks, and variance analysis.
Convert documentation websites, GitHub repositories and PDFs into Claude AI skills with automatic conflict detection.
Point your agent at an OpenAPI spec, GraphQL schema, or MCP server and get back a ready-to-use Agent Skill with wrapper scripts and usage notes.
Official catalog of Agent Skills (folders of instructions, scripts, and resources) that Codex and other AI agents can discover and use.
A collection of small, composable slash-command skills for coding agents — visual plans, visual recaps, watchdog audits, plan arbitration, and cost/limit guards.
Emil Kowalski's agent skills for UI taste — animation craft, design review, and Apple-inspired motion for coding agents.
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
Create animated GIFs optimized for Slack, with constraints, validation tools, and animation concepts.
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
Cluster uncommitted changes into logical groups and commit each with a clean conventional commit message — plus a Keep-a-Changelog update pass.
A barebones Python library for building agents that think and act in code, with the `smolagent` and `webagent` CLIs for running multi-step and web-browsing agents.
GitHub's toolkit and Specify CLI for Spec-Driven Development, generating executable specs and slash-command workflows for AI coding agents.
Implement from a written spec.md checklist — each iteration completes one unchecked requirement with verification.
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension…
A library of Agent Skills designed to work with the Stitch MCP server, following the Agent Skills open standard.
When your sync pipeline only upserts, removals never propagate — loop until the live store's rows exactly match the curated source files, pruning orphans deliberately.
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.
An AWS-built, model-driven open-source SDK for building and running AI agents in a few lines of code, used in production by Kiro, Amazon Q, and AWS Glue.
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
Official Python and TypeScript library that integrates Stripe APIs into agent frameworks (OpenAI Agents SDK, LangChain, CrewAI, Vercel AI SDK) and MCP via function calling.
Official command-line tool to build, test, and manage a Stripe integration — trigger and forward webhooks, tail API logs, and CRUD API objects from the terminal.
Official CLI and local MCP server that issues secure single-use Link payment credentials so AI agents can make approved purchases on your behalf without exposing real card details.
Official Model Context Protocol server exposing Stripe payments, billing, and docs/knowledge-base tools to AI agents, runnable locally via npx or as a hosted remote server at https://mcp.stripe.com.
Open-source AI agents that penetration-test your own apps to find and fix vulnerabilities, integratable into CI.
Official Agent Skills that teach AI coding agents (Claude Code, Copilot, Cursor, and 18+ others) how to build correctly on Supabase, covering Database, Auth, Edge Functions, Storage, Realtime, and Postgres best practices.
Official CLI to run the full Supabase stack locally, manage Postgres migrations, deploy edge functions, run backups, and generate types from your schema.
Official MCP server that connects AI assistants like Cursor, Claude, and Windsurf to your Supabase projects to manage tables, query data, deploy edge functions, and handle config.
An agentic skills framework and complete software-development methodology that makes your coding agent plan, spec, and verify before it writes code.
Shrink an over-broad diff back to the minimum that satisfies the goal — every changed line load-bearing, no drive-by edits — re-running tests after each cut.
Engineering-preview orchestrator that turns project work into isolated, autonomous Codex implementation runs by monitoring a board and spawning agents.
A keyless multi-agent red-teaming meta-harness that mounts on your existing coding agent — for authorized offensive-security testing.
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
Run your test suite, fix the smallest root cause on failure, and repeat until every test passes.
AI-powered automated testing from your terminal — a CLI plus MCP server that lets a coding agent create, run, and verify its own tests.
An agent skill that authors Lottie (Bodymovin) JSON animations rendered live in an official Skia/Skottie player — for creating, editing, or fixing animations with coding agents.
Style artifacts — slides, docs, HTML landing pages — with one of 10 preset themes or a theme generated on the fly.
Strongly-typed superset of JavaScript that compiles to plain JS via the tsc command-line compiler.
The open-source multimodal AI agent stack, connecting cutting-edge AI models and agent infrastructure.
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single…
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring…
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
Official TypeScript SDK for the v0 Platform API to programmatically create AI-generated chats, projects, and deployments; ships with a create-v0-sdk-app scaffolder.
Official command-line interface for deploying and managing Vercel projects, env vars, domains, logs, and deployments from the terminal.
Deploy and manage Vercel projects with token-based (non-interactive) auth — deploys, setup, and environment variables via the Vercel CLI.
Vercel's official remote MCP server with OAuth, letting AI tools securely search docs and manage Vercel projects, deployments, and logs.
Vercel cost and performance optimization for deployed Next.js, SvelteKit, Nuxt, and Astro apps — metric-backed, evidence-first recommendations.
Open agent-skills CLI to install and manage reusable skill packages across Claude Code, Cursor, Codex, OpenCode, and 60+ coding agents.
For every candidate item in a catalog or dataset, independently re-verify the claim and mechanically confirm its source URL resolves — include it with evidence or drop it with a written reason.
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your…
Build elaborate multi-component claude.ai HTML artifacts with React, Tailwind CSS, and shadcn/ui — for artifacts needing state, routing, or components.
Review UI code for Web Interface Guidelines compliance — accessibility, UX, and design best-practice audits.
Interact with and test local web apps via Playwright: verify frontend behavior, debug UI, capture screenshots, and view browser logs.
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
The official command-line interface for the Cloudflare Developer Platform, used to build, test, configure, and deploy Workers and related services.
Review docs and prose for Writing Guidelines compliance — voice, tone, and style audits against a writing handbook.
Official remote MCP for the X Ads API: 23 tools to read campaigns, run analytics, and create paused ads from any MCP client.
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…
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Open, read, edit, and create spreadsheets (.xlsx, .xlsm, .csv, .tsv) — formulas, formatting, charts, and data cleaning.
A local MCP server that turns the X API's OpenAPI spec into callable tools (streaming and webhook routes excluded), served over HTTP at /mcp.
A curl-like CLI for the X API that handles OAuth 1.0a and OAuth 2.0 (PKCE, multi-account) and supports streaming, media uploads, and webhooks.
MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics