Explore MCP Servers & Agent Skills

io.github.Atmosphere/atmosphere/mcp-chat-summary

Chat moderator that summarizes ongoing conversations. Use when invoked through the Atmosphere MCP server's chat-summary tool.

io.github.microsoft/FluidFramework/api-changes

Use when customer-facing API changes were made — i.e., API report .md files differ from main. Guides through release tag assignment, API Council review requirements, breaking change classification, deprecation process, and changeset guidance. Triggered automatically by ci-readiness-check when api-report diffs are detected.

io.github.LeoYeAI/openclaw-master-skills/pythongo

answer questions about pythongo code, docs, callbacks, errors, modules, functions, marketcenter, paramsmap, instrument_id, exchange, kline data, and strategy examples. use when the user asks about pythongo implementation, behavior, interfaces, usage, installation, faq, or wants pythongo code examples based on the bundled codebase, docs_indexed, docs_normalized, examples.md, and pyi reference markdown files.

io.github.LeoYeAI/openclaw-master-skills/browserbase-sessions

Create and manage persistent Browserbase cloud browser sessions with authentication persistence. Use when you need to automate browsers, maintain logged-in sessions across interactions, scrape authenticated pages, or manage cloud browser instances.

io.github.LeoYeAI/openclaw-master-skills/write-skills-demo

Use when creating new skills, editing existing skills, or verifying skills work before deployment

io.github.LeoYeAI/openclaw-master-skills/sql-query-generator

Generate secure SQL queries with validation, pagination helpers, risk analysis, and audit-focused safeguards.

io.github.LeoYeAI/openclaw-master-skills/frontend-design-skill

Build polished, conversion-aware frontends with strong visual taste, clear hierarchy, and production-grade HTML/CSS/JS. Landing pages, dashboards, components, emails, redesigns — all as working files. Avoids generic AI aesthetics. Every design has a point of view.

io.github.LeoYeAI/openclaw-master-skills/design-critique

Get honest design feedback. Upload any visual — UI design, logos, photos, graphics, PDFs — and get prioritized critique: what's broken, what works, what to polish. Theory-backed analysis using 11 frameworks.

io.github.LeoYeAI/openclaw-master-skills/macos-hig-designer

Design native macOS apps following Apple's Human Interface Guidelines and Liquid Glass design system. Use when building SwiftUI/AppKit macOS apps, validating designs, or implementing macOS-specific patterns.

io.github.LeoYeAI/openclaw-master-skills/security-sentinel-skill

Detect prompt injection, jailbreak, role-hijack, and system extraction attempts. Applies multi-layer defense with semantic analysis and penalty scoring.

io.github.LeoYeAI/openclaw-master-skills/security-scanner-plus

Scan AI agent skills for security vulnerabilities, dangerous code patterns, and undeclared permissions. Three-layer analysis: dependency CVE scanning, static code analysis, and permission auditing. Returns structured JSON risk report. Use when the user asks to scan a skill for security issues, check for vulnerabilities, audit permissions, or assess skill safety.

io.github.LeoYeAI/openclaw-master-skills/agent-security-hardening

Security hardening patterns for production AI agents. Covers prompt injection defense (7 rules), data boundary enforcement, read-only defaults for external integrations, WAL protocol for data integrity, health check scripts, integrity gates, rule escalation ladder, and session memory security. Use when hardening agent deployments against adversarial inputs, data leaks, or operational failures. NOT for network security, infrastructure hardening, or penetration testing.

io.github.LeoYeAI/openclaw-master-skills/typescript-coder

Expert 10x engineer with extensive knowledge of TypeScript fundamentals, migration strategies, and best practices. Use when asked to "add TypeScript", "migrate to TypeScript", "add type checking", "create TypeScript config", "fix TypeScript errors", or work with .ts/.tsx files. Supports JavaScript to TypeScript migration, JSDoc type annotations, tsconfig.json configuration, and type-safe code patterns.

io.github.LeoYeAI/openclaw-master-skills/typescript-skills

Provide best-practice coding conventions and generate standards-compliant TypeScript code.

io.github.LeoYeAI/openclaw-master-skills/pdf-convert-compdf

PDF conversion toolkit featuring AI layout analysis and OCR. Converts PDFs to Word, Markdown, JSON, PPT, CSV, HTML, and XML for seamless LLM data processing.

io.github.first-fluke/oh-my-agent/oma-mobile

Mobile specialist for Flutter, React Native, and cross-platform mobile development. Use for mobile app, Flutter, Dart, iOS, Android, Riverpod, and widget work.

io.github.first-fluke/oh-my-agent/oma-backend

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

io.github.H-mmer/pentest-agents/agent-sqli-hunter

SQL Injection specialist (H1 #67). Use for error-based, blind boolean, blind time-based, UNION-based, and out-of-band SQLi testing. Provide target endpoints with injectable parameters.

io.github.mkurman/zorai/database-lookup

Search 78 public scientific, biomedical, materials science, and economic databases via their REST APIs and return structured JSON results. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD, Exoplanet Archive), earth/environment (USGS, NOAA, EPA, OpenWeatherMap), chemistry/drugs (PubChem, ChEMBL, DrugBank, FDA, KEGG, DailyMed, ZINC, BindingDB), materials science (Materials Project, COD), biology/genomics (Reactome, BRENDA, UniProt, STRING, Ensembl, NCBI Gene, GEO, GTEx, PDB, AlphaFold, InterPro, ChEBI, BioGRID, Gene Ontology, QuickGO, NCBI Protein/Taxonomy, dbSNP, SRA, ENA, gnomAD, UCSC Genome, ENCODE, JASPAR, MouseMine, PRIDE, LINCS L1000, Human Protein Atlas, Human Cell Atlas, RummaGEO, Metabolomics Workbench, EMDB, Addgene), disease/clinical (COSMIC, Open Targets, ClinPGx, ClinicalTrials.gov, OMIM, ClinVar, GDC/TCGA, cBioPortal, DisGeNET, GWAS Catalog, Monarch, HPO), regulatory (FDA, USPTO, SEC EDGAR), economics/finance (FRED, BEA, BLS, Federal Reserve, World Bank, ECB, US Treasury, Alpha Vantage, Data Com

io.github.elie222/inbox-zero/code-simplifier

Simplify and refine recently modified code for clarity, consistency, and maintainability while preserving exact behavior. Use when asked to simplify, polish, refactor lightly, or clean up current-session changes before review or PR.

io.github.microsoft/skills-for-fabric/sqldw-operations-cli

Analyze Fabric Data Warehouse performance via CLI using sqlcmd and queryinsights views. Diagnose slow queries, SQL pool pressure, cache coldness, and recommend clustering keys. Triggers: "DW slow query analysis", "slowest queries warehouse", "queryinsights long running", "warehouse CPU resource consumers", "SQL pool pressure window", "pressure events warehouse", "DW cache warmth cold start", "cache warmth analysis", "warehouse cluster key recommendation", "cluster tables performance", "DW performance baseline comparison", "performance degraded warehouse", "warehouse user query patterns", "queryinsights diagnostics", "DW optimization sqlcmd".

io.github.microsoft/skills-for-fabric/sqldw-authoring-cli

Execute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints from agentic CLI environments. Use when the user wants to: (1) create/alter/drop tables from terminal, (2) insert/update/delete/merge data via CLI, (3) run COPY INTO or OPENROWSET ingestion, (4) manage transactions or stored procedures, (5) perform schema evolution, (6) use time travel or snapshots, (7) generate ETL/ELT shell scripts, (8) create views/functions/procedures on Lakehouse SQLEP. Triggers: "create table in warehouse", "insert data via T-SQL", "load from ADLS", "COPY INTO", "run ETL with T-SQL", "alter warehouse table", "upsert with T-SQL", "merge into warehouse", "create T-SQL procedure", "warehouse time travel", "recover deleted warehouse data", "create warehouse schema", "deploy warehouse", "transaction conflict", "snapshot isolation error".

io.github.julianromli/ai-skills/refactor-clean

Safely identify and remove dead code with test verification at every step. Use when Codex needs to clean unused exports, files, dependencies, helpers, wrappers, re-exports, or duplicate code without risking regressions. Trigger for dead-code cleanup, unused dependency audits, stale utility removal, cleanup refactors, or requests to reduce code safely before or alongside maintenance work.

io.github.storybookjs/react-native/writing-react-native-storybook-stories

Create and edit React Native Storybook stories using Component Story Format (CSF). Use when writing .stories.tsx files, adding stories to React Native components, configuring Storybook addons (controls, actions, backgrounds, notes), setting up argTypes, decorators, parameters, or working with portable stories for testing. Applies to any task involving @storybook/react-native story authoring.