x402 Discovery MCP
Discover x402 APIs by capability, price & trust. Powered by x402Scout.
Discovery Engine
Find novel, statistically validated patterns in tabular data — hypothesis-free.
academic-research
This skill should be used for academic paper search, literature reviews, and research synthesis. Combines Exa MCP (research_paper category, arxiv.org filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Use when searching for papers, conducting literature reviews, analyzing research trends, or synthesizing findings across multiple papers.
Skill: auto-discovery
Automatically recommend relevant capabilities when the user works with specific frameworks or tools.
alpha-insights
Business Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model analysis, business opportunity discovery, market entry strategy, investment decisions, strategic planning, due diligence, and other strategic topics. Delivers in-depth, decision-grade HTML research reports through a seven-stage workflow (Briefing â Framing â Planning â Research â Insights â Report â Iteration).
Io.Github.ConanMcN/Fragments Mcp
Design system MCP with 9 tools for component discovery, rendering, and a11y auditing
Io.Github.Isaac Levine/Forage
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
Io.Github.Cyberweasel777/Botindex Mcp Server
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, compliance.
concierge
Search Memento Vault for past decisions, discoveries, and session history. Use when the user asks what was decided, where something was implemented, or what prior sessions found.
diy-mcp-connector
Builds a dedicated MCP server for a single web app by walking through API discovery, tool design, security review, implementation, testing, and deployment. Use when the user asks to create an MCP server, connect a web app to Claude Code, or build a tool integration for any web app.
ResearchTwin
Federated research discovery with S-Index metrics across a network of digital twins.
link-discovery
Use automatically after creating any new Obsidian note to surface hidden connections with existing notes. Also use whenever the user asks 'find related notes', 'are there similar notes', 'connect this to others', or reviews a note for cross-references. Shows ranked suggestions with 'why relevant' explanations â does NOT auto-apply.
Ticket Discovery
Search and compare concert ticket prices across platforms
influencer-discovery
Find and rank influencers by niche, engagement, and authenticity using Xpoz. Searches Twitter, Instagram, and Reddit for active voices in any topic. Use when asked to "find influencers", "discover thought leaders", "who's talking about X", "influencer research", or "find KOLs".
admet-prediction
Predict comprehensive ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) properties for drug candidate molecules using GraphMVP ensemble models. Use this skill when: (1) Predicting blood-brain barrier penetration, (2) Assessing side effect profiles, (3) Estimating Caco-2 permeability, half-life, or LD50 toxicity, (4) Evaluating drug-likeness and safety of molecules.
analytics-tracking-automation
Use when you need end-to-end GA4 + GTM tracking delivery across discovery, schema, sync, and verification phases.
Semantic API
Search and discover any API using natural language. 163+ providers with auto-discovery.
Io.Github.Portel Dev/Ncp
N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery.
agentic-search
Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery, high-fidelity page-to-Markdown fetch, Tavily site mapping, verbatim quote extraction, source reranking, or reusable multi-step research sessions. Use as a supplement when ordinary search results feel incomplete, thinly sourced, or need more URLs, quotes, fetched pages, or session composition; not for simple one-off facts.
TheProtocol — Sovereign AI Agent Platform
Sovereign AI agent platform. 19 tools: discovery, transfers, staking, governance. A2A v1.0.
Agent Pay
Payment gateway for AI agents with tool discovery, provisioning, metering, and reliability tools.
auto-propose-backlog-specs
sr:auto-propose-backlog-specs â Generate new feature ideas through product discovery, create GitHub Issues.
Upwork
MCP server for Upwork job discovery, client analysis, and proposal assistance
hwc-navigation-content
Build Hotwire navigation and content-discovery flows: Turbo Frame pagination, tabbed navigation, lazy loading, faceted filtering/search, cache lifecycle, scroll restoration, and visit/render control. Prefer this skill when the core problem is request/response navigation state and browser history behavior. Use hwc-forms-validation for form validation and inline edit flows, hwc-realtime-streaming for WebSocket/Turbo Stream push updates, hwc-media-content for image/video/audio features, hwc-ux-feedback for generic loading/progress/transition polish, and hwc-stimulus-fundamentals for Stimulus APIs not centered on navigation.
git-hooks
CopilotKit pre-commit hook reference. Load automatically when the user mentions git hooks failing, pre-commit errors, lefthook issues, commit blocked, or "hooks don't work", or when user wants to commit/push anything Contains the full hook topology so debugging skips discovery and goes straight to diagnosis.
a2a-protocol
Use this skill when working with the A2A (Agent-to-Agent) protocol - agent interoperability, multi-agent communication, agent discovery, agent cards, task lifecycle, streaming, and push notifications. Triggers on any A2A-related task including implementing A2A servers/clients, building agent cards, sending messages between agents, managing tasks, and configuring push notification webhooks.
bitget-wallet
Interact with Bitget Wallet API for crypto market data, token info, swap quotes, RWA (real-world asset) stock trading, and security audits. Use when the user asks about wallet, token prices, market data, swap/trading quotes, RWA stock discovery and trading, token security checks, K-line charts, or token rankings on supported chains (ETH, SOL, BSC, Base, etc.).
ACP - Agent Commerce Protocol
Enable agent-to-agent commerce with on-chain escrow, cryptographic agreements, and service discovery.
My Cool Proxy
An MCP server gateway that minimizes context usage via progressive Lua-driven discovery 🌙
vibe
Scientific research engine with agentic tree search. Infinite loops until discovery, rigorous tracking, adversarial review, serendipity preserved.
houtu-dependencies
houtu-dependencies enterprise-grade Spring Cloud microservice foundational framework complete usage guide. GroupId is io.github.lujiafa, covering unified response, exception handling, parameter parsing, session authentication, permission control, signature verification, anti-replay, distributed lock, rate limiting, database field encryption, config decryption, access logging, canary routing, weighted load balancing, Feign enhancement, Sentinel circuit breaking, service discovery, Swagger documentation, crypto utilities, HTTP client, monitoring metrics, and other enterprise-grade capabilities. When the project build file (pom.xml or build.gradle/build.gradle.kts) contains io.github.lujiafa or houtu-related dependencies, or when the user mentions houtu or houtu-dependencies, this Skill must be read and code must be generated strictly following framework conventions. Even if the user is simply doing regular Spring Boot development (e.g., writing Controller, Service, Feign), as long as the project includes houtu, the houtu approach must be used instead of native Spring. When the user explicitly wants to use the houtu framework and the project has not yet included it, proactively add the BOM and required Starters; when the project already includes it, proactively identify and import required module dependencies based on business scenarios during coding, naturally integrating framework capabilities to enhance business services based on business semantics, rather than waiting for the user to specify each one.
Kibana
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration
arxiv-pattern-discovery
Search arXiv for academic papers describing agentic AI patterns. Use when user asks to find new patterns from academic literature, search arXiv, discover patterns from papers, or review academic sources for pattern extraction.
ArcAgent MCP
ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
agentic-rules-writer
Interactive tool to generate tailored rules and instruction files for any AI coding agent. Use when the user asks to set up agent rules, configure Claude Code instructions, create Cursor rules, write Windsurf rules, generate Copilot instructions, or establish consistent AI coding standards for a team. Supports 13+ agents (Claude Code, Cursor, Windsurf, Copilot, Gemini, Codex, Cline, OpenCode, Continue, Trae, Roo Code, Amp) with global, team-shared, and dev-specific scopes. Defers to the `using-virtuoso` meta-skill for ecosystem discovery (skills, agents, recommendations) and runs an interactive questionnaire for workflow preferences.
Meshimize Mcp
MCP server for the Meshimize agent communication platform: Q&A groups, messaging and group discovery
creative-tim-ui
Creative Tim UI block library assistant. Use when adding, generating, or modifying UI blocks/components/pages from creative-tim.com/ui. Covers design philosophy (minimalism, the 95% rule, research-first), block discovery, both CLI install methods, PRO API key setup, and Creative Tim design rules (orange brand, shadcn/ui base, Tailwind v4). Generates blocks that are deliberate and restrained, not maximal.
Brownfield Discovery
Reverse-engineer an existing project to produce a Design Doc, API contracts, and a Threat Model anchored in the real code, IaC, and observability. Run once per project. Output anchors all subsequent /spec and /build invocations.
pAIchart MCP Hub
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orchestration
Io.Github.Finanzgoblin/Spectra Mcp Server
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains
Discovery
Search and discover advertiser products through an open marketplace for AI agents.
Task Observer â Continuous Skill Discovery & Improvement
**Created by Eoghan Henn / [rebelytics.com](https://rebelytics.com)**
aura
All-in-one fullstack dev engine for Claude Code. Build, fix, clean, deploy, review in one /aura command. Discovery-First · Tiered Model · 6-Layer Security · 33 Modes · 8 Languages · 23 Hooks · 75% Token Savings. Use when user asks to build, fix, clean, deploy, review, debug, qa, brainstorm, orchestrate, or create content.
ai-firstify
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. Use when asked to review, audit, improve, 'ai-firstify', or start a new project. Performs deep analysis across 7 dimensions, actively restructures existing projects, or guides new project setup through discovery questions. Based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp.
adapt-to-project
Use this skill to walk the adopter through the four classes of post-install change (substitution, .upstream companion merges, discovery + restructuring, within-layout consolidation). Triggers after installing a pack (the install->adapt chain nudges via session-start hook) or any time `<repo>/.adapt-install-marker.toml` / `~/.agentbundle/.adapt-install-marker.toml` is on disk. Walks both scopes' state files for Tier-2 detection; class-1 substitution shells out to `agentbundle adapt`; classes 2-4 write files directly under the per-scope path-jail.
PKM Session End â Knowledge Capture and Graph Maintenance
Workflow for session wrap-up. When running as a subagent, the delegation prompt provides the project path and devlog boundary context. The agent's system prompt handles transcript discovery (Step 0) before this workflow begins.
SaaSforIT Directory
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get recommendations.
Danube AI
Unified platform for AI tool discovery, execution, and integration across APIs and MCP servers.
Io.Github.ConnorBritain/Mssql
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes, and DDL
DiscoLike
TAM mapping, company discovery, contact intelligence, and technographics across 65M+ B2B domains.