mcpField

Skills

96,981 packaged capabilities and playbooks for agents. Install any of them with one command.

Data & databases

M
mlops-engineer
mlops-engineer
sickn33 / agentic-awesome-skills

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools

Cloud & DevOps462
N
Network Analysis
Network Analysis
aj-geddes / useful-ai-prompts

Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures

Data & databases462
Q
query-caching-strategies
query-caching-strategies
aj-geddes / useful-ai-prompts

Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or optimizing database query response times.

Data & databases461
L
llamaindex
llamaindex
davila7 / claude-code-templates

Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM applications.

Data & databases460
S
solana-rpc
solana-rpc
agiprolabs / claude-trading-skills

Direct Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and program queries

Development460
V
vector-database-management
vector-database-management
manutej / luxor-claude-marketplace

Comprehensive guide for managing vector databases including Pinecone, Weaviate, and Chroma for semantic search, RAG systems, and similarity-based applications

Data & databases460
C
Clustering Analysis
Clustering Analysis
aj-geddes / useful-ai-prompts

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised learning

Data & databases459
L
longbridge-graham-stock-analysis
longbridge-graham-stock-analysis
longbridge / skills

Graham cigar-butt (NCAV / net-net) single-stock diagnostic. Combines a 100-point static cheapness score (NCAV, PE, PB, dividend yield, debt coverage, earnings stability) with a dynamic adjustment layer (industry cycle, earnings trend, insider activity, NCAV trajectory) to separate real bargains from value traps. Pulls data from Longbridge CLI first; MCP fallback if CLI unavailable; falls back to WebSearch only for gaps, runs cross-statement reconciliation (勾稽校验) before scoring, and footnotes every figure to its source. Triggers: “格雷厄姆”, “捡烟蒂”, “烟蒂股”, “烟蒂投资”, “NCAV”, “净流动资产”, “清算价值”, “安全边际”, “价值陷阱”, “深度价值”, “撿煙蒂”, “煙蒂股”, “煙蒂投資”, “淨流動資產”, “清算價值”, “安全邊際”, “價值陷阱”, “深度價值”, “Graham”, “cigar butt”, “net-net”, “liquidation value”, “value trap”, “margin of safety”, “deep value”, “Benjamin Graham”.

Data & databases459
G
guide-swiftdata
guide-swiftdata
prisma-labs-dev / apple-skills

SwiftData patterns—autosave, relationships, dangerous predicates, CloudKit constraints, indexing, and class inheritance. Use when writing, reviewing, or debugging SwiftData code

Development458
M
moda-chart

Data charts on Moda from real data — CSV, a table, pasted numbers: bar, line, area, pie, scatter, combo; an editable chart on a live canvas, exported png or pdf. Use for: "chart/graph/plot this data", "visualize these numbers". NOT: a chart inside an artifact another moda skill is building — the building skill keeps it; boxes-and-arrows or quadrants → moda-diagram.

Data & databases458
T
transaction-management
transaction-management
aj-geddes / useful-ai-prompts

Manage database transactions for data consistency. Use when implementing ACID compliance, handling concurrency, or managing transaction isolation levels.

Data & databases458
C
Classification Modeling
Classification Modeling
aj-geddes / useful-ai-prompts

Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification

Data & databases457
Z
zenstack-db-migration
zenstack-db-migration
zenstackhq / skills

Manage database schema migrations in ZenStack V3. Use when creating/applying migrations (zen migrate dev/deploy/reset/status/resolve), prototyping with zen db push, introspecting an existing database with zen db pull, seeding, handling unsupported features (views) with --create-only, or wiring migrations into a deployment pipeline.

Data & databases457
C
claude-d3js-skill
claude-d3js-skill
sickn33 / agentic-awesome-skills

This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js

Data & databases456
Z
zenstack-crud-server
zenstack-crud-server
zenstackhq / skills

Expose ZenStack V3 data as automatic CRUD web APIs ("Query as a Service") and consume them. Use when adding REST/RPC endpoints with a server adapter (Express, Fastify, Next.js, Nuxt, SvelteKit, Hono, Elysia, TanStack Start), wiring per-request access control via getClient/$setAuth, generating an OpenAPI spec, or calling the API from a client (fetch-client, TanStack Query hooks).

Development456
D
defillama-api
defillama-api
agiprolabs / claude-trading-skills

Free DeFi analytics across all chains—TVL, token prices, DEX volumes, fees/revenue, stablecoins, and bridges

Data & databases455
N
Natural Language Processing
Natural Language Processing
aj-geddes / useful-ai-prompts

Build NLP applications using the transformers library, BERT, GPT, text classification, named entity recognition, and sentiment analysis

Data & databases455
G
glmv-stock-analyst

Stock analysis and price movement forecasting. Trigger when the user expresses an intent to analyze, evaluate, or forecast, such as “Analyze Tencent,” “How has 0700 performed recently?”, “Is XX worth buying?”, “Forecast the future trend,” or “Generate an analysis report.” Do not trigger this Skill for simple queries such as “What is Tencent’s current price?” or “What is the ticker for Moutai?” Supports Hong Kong, A-share, and US stocks. Integrates multiple data sources, including news, fundamentals, technical indicators, capital flows, and macroeconomic information, to produce a multidimensional analysis and a structured report combining text, images, and visual charts. Requires a multimodal primary model (such as glm-5v-turbo) that can read images.

Data & databases454
S
stored-procedures
stored-procedures
aj-geddes / useful-ai-prompts

Implement stored procedures and functions for database logic. Use when creating reusable database routines, complex queries, or server-side calculations.

Data & databases454
S
subscription-audit
subscription-audit
openaccountant / skills

Find recurring subscriptions, calculate total cost, and flag unused ones.

Data & databases454
W
wallet-profiling
wallet-profiling
agiprolabs / claude-trading-skills

Behavioral classification, performance analysis, and trading style detection for Solana wallets

Data & databases454
X
x-tweet-fetcher
x-tweet-fetcher
ythx-101 / x-tweet-fetcher

Fetch tweets, replies, timelines, search results, X Lists, and X Articles from X/Twitter without login or API keys. Single tweets: zero dependencies (FxTwitter). Timelines/search/replies: a Nitter instance (XTF_NITTER). Lists/Articles: a browser driver (Camofox or Playwright). Unified JSON schema across all backends; machine-readable error_code for agent branching. Field reports and agent-use questions: Agent Waystation #22 Teahouse: https://github.com/ythx-101/openclaw-qa/discussions/22

Data & databases454
B
birdeye-api
birdeye-api
agiprolabs / claude-trading-skills

Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity

Data & databases453
E
experiment-queue
experiment-queue
wanshuiyin / auto-claude-code-research-in-sleep

SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.

Cloud & DevOps453
H
helium-mcp
helium-mcp
composio-community / awesome-codex-skills

Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server

Data & databases453
H
high-sql-code-analyzer

No description yet

Data & databases453
P
PostgreSQL Database Administration
PostgreSQL Database Administration
manutej / luxor-claude-marketplace

Comprehensive PostgreSQL database administration skill for customer support tech enablement, covering database design, optimization, performance tuning, backup/recovery, and advanced query techniques

Data & databases453
A
Agent Cost Report
Agent Cost Report
thedotmack / claude-mem

Believable agent cost report for any period, defaulting to the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED); measured provider spend when a sanctioned source exists; note-taker cost separate; Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.

Data & databases452
B
backend-patterns
backend-patterns
davila7 / claude-code-templates

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes

Development452
A
analytics
analytics
philtzjp / skills

Integrate analytics. Google Analytics and Consent Mode consent signals, cookie banners, cookie-free measurement with Cloudflare Web Analytics, Workers Analytics Engine, and GraphQL Analytics API. Use when asked to add tracking tags, manage consent, configure analytics_storage or ad_storage, or choose or migrate analytics.

Marketing & growth450
A
aws-rds-database
aws-rds-database
aj-geddes / useful-ai-prompts

Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for PostgreSQL, MySQL, MariaDB, and Oracle.

Cloud & DevOps450
L
log-aggregation
log-aggregation
aj-geddes / useful-ai-prompts

Implement centralized logging with ELK Stack, Loki, or Splunk for log collection, parsing, storage, and analysis across infrastructure

Cloud & DevOps450
L
liquidity-analysis
liquidity-analysis
agiprolabs / claude-trading-skills

DEX liquidity depth assessment, slippage estimation, and pool composition analysis for Solana tokens

Data & databases449
M
managing-cdc-enablement
managing-cdc-enablement
forcedotcom / sf-skills

Use to enable Salesforce Change Data Capture (CDC) on a standard or custom object, configure a custom event channel, set a filter expression, or add enrichment fields. TRIGGER broadly on any of: 'enable CDC', 'enable Change Data Capture', 'turn on CDC', 'subscribe X to change events', 'only emit events for', 'filter change events', 'enrich change events', 'create a custom event channel'; or any mention of CDC, change events, PlatformEventChannel, PlatformEventChannelMember, EnrichedField, ChangeEvents channel, enrichment fields, change event filter; or when the user wants a downstream system to receive Salesforce data changes; or when the user touches .platformEventChannelMember-meta.xml / .platformEventChannel-meta.xml files. SKIP when publishing platform events, Pub/Sub API or REST/SOAP (use building-sf-integrations), or ManagedEventSubscription (out of scope for CDC). Always use this skill for CDC channel-membership metadata.

Data & databases449
R
Recommendation System
Recommendation System
aj-geddes / useful-ai-prompts

Build collaborative and content-based recommendation engines for product recommendations, personalization, and improving user engagement

Data & databases449
S
sybil-detection
sybil-detection
agiprolabs / claude-trading-skills

Coordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens

Data & databases449
C
coingecko-api
coingecko-api
agiprolabs / claude-trading-skills

Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going back years, exchange volumes, trending tokens, and category filters. Best for macro analysis and long-term historical data.

Data & databases448
E
expense-optimizer
expense-optimizer
openaccountant / skills

Find recurring expenses and subscriptions to cut or reduce.

Data & databases448
S
smart-categorize
smart-categorize
openaccountant / skills

Auto-categorize uncategorized transactions using vendor pattern matching

Data & databases448
S
spring-data-jpa
spring-data-jpa
amplicode / spring-skills

Rules and guidelines for working with Spring Data JPA in the project. ALWAYS use this skill when adding, removing, or modifying JPA entities, repositories, or projections. Trigger on any request that involves changing entity structure, adding new entities, modifying field annotations, updating database mappings, creating or modifying Spring Data repositories, or defining query projections (interfaces, DTOs).

Development448
A
api-filtering-sorting
api-filtering-sorting
aj-geddes / useful-ai-prompts

Implement advanced filtering and sorting capabilities for APIs with query parsing, field validation, and optimization. Use when building search features, complex queries, or flexible data retrieval endpoints.

Development447
D
dex-pool-analysis
dex-pool-analysis
agiprolabs / claude-trading-skills

AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency

Data & databases447
A
agent-browser
agent-browser
shipshitdev / skills

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Agent workflows446
C
cloud-storage-optimization
cloud-storage-optimization
aj-geddes / useful-ai-prompts

Optimize cloud storage across AWS S3, Azure Blob, and GCP Cloud Storage with compression, partitioning, lifecycle policies, and cost management.

Cloud & DevOps446
L
linkfox-amazon-product-detail
linkfox-amazon-product-detail
linkfox-ai / linkfox-skills

Retrieve Amazon product details by ASIN, including titles, images, bullet points, specifications, A+ pages, prices, ratings and reviews, and variants. When raw HTML is available, it can also try to extract Item Highlights. This skill is triggered by mentions of Amazon product details, ASIN lookup, product page data, Listing analysis, bullet point extraction, Item Highlights extraction, title enrichment, product images, variant browsing, competitor Listing research, price lookup, review breakdowns, product specifications, Amazon product details, ASIN lookup, listing analysis, bullet points, variant info, product pricing, ratings and reviews, A+ content, product specifications, or product images. Even if the user does not explicitly say “product details,” trigger this skill whenever the request involves retrieving structured data from an Amazon product page by ASIN.

Marketing & growth446
S
Survival Analysis
Survival Analysis
aj-geddes / useful-ai-prompts

Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models

Data & databases446
C
Correlation Analysis
Correlation Analysis
aj-geddes / useful-ai-prompts

Measure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationship analysis, and multicollinearity detection

Data & databases445
D
d3-viz
d3-viz
davila7 / claude-code-templates

Create interactive data visualizations using d3.js. Use this skill when creating custom charts, graphs, network diagrams, geographic visualizations, or any complex SVG-based data visualization that requires fine-grained control over visual elements, transitions, or interactions. Use it for bespoke visualizations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment.

Data & databases445
D
data-migration
data-migration
philtzjp / skills

Refer to this when implementing or running data migrations, such as bulk database conversions, schema migrations, and corrections to existing records. This skill has been integrated into the db skill. Use the db skill for its contents.

Data & databases445
H
highlight-graph
highlight-graph
readwiseio / readwise-skills

Visualize your highlights and their connections in an interactive 2D graph

Productivity445
M
mlops-workflows
mlops-workflows
manutej / luxor-claude-marketplace

Comprehensive MLOps workflows for the complete ML lifecycle - experiment tracking, model registry, deployment patterns, monitoring, A/B testing, and production best practices with MLflow

Cloud & DevOps445
M
motherduck-duckdb-sql
motherduck-duckdb-sql
motherduckdb / agent-skills

Look up or repair DuckDB SQL syntax and verify MotherDuck-specific command and feature support

Data & databases445
D
db
db
philtzjp / skills

Database selection, schema definition, connections, and migrations. For Postgres, use Neon; for SQLite, use Cloudflare D1; for ORM, use Drizzle. Separate connection targets and roles with app_migrations and app_application. Migrate data in this order: get counts, dry run, validate, run in production, remove the API. Use when asked to change schemas, perform migrations, bulk-convert existing records, add or modify DB connection settings, or review them.

Data & databases444
L
longbridge-elliott-wave
longbridge-elliott-wave
longbridge / skills

Elliott Wave technical timing analysis for individual stocks. Identifies current wave cycle position (impulse 5-wave / corrective ABC), validates with Fibonacci ratios, confirms with momentum indicators (MACD, RSI, volume divergence), and evaluates market environment per market (HK / US / A-share / SGX). Outputs structured natural language report with Fibonacci price zones and actionable reference. Triggers on "波浪分析", "艾略特波浪", "Elliott Wave", "波浪周期", "wave analysis", "技术择时", "technical timing", stock ticker + wave/timing keywords, "现在是第几浪", "处于哪个波浪", "波浪判断", "波浪理论", "浪形分析", "波浪择时".

Data & databases444
M
market-analysis
market-analysis
xbklairith / kisune

Use when analyzing markets or interpreting charts - applies technical indicators (RSI, MACD, Moving Averages), identifies support/resistance, analyzes multi-timeframe trends, checks fundamentals and sentiment. Activates when user says "analyze BTC", "what's the trend", "check this chart", mentions ticker symbols, or uses /trading:analyze command.

Data & databases444
A
accessing-data
accessing-data
mystenlabs / skills

How to read data from the Sui network. Use when choosing or implementing a data access strategy—queries for on-chain state, indexing pipelines, historical lookups, event subscriptions, cross-chain reads, or off-chain blob storage. Covers the two live Sui APIs (gRPC and GraphQL RPC), the Archival Store, the General-Purpose Indexer, the `sui-indexer-alt` custom indexing framework, and Walrus for off-chain blobs.

Data & databases443
C
contact-hunter
contact-hunter
onewave-ai / claude-skills

Search and extract contact information for people or companies including names, phone numbers, emails, job titles, and LinkedIn profiles. Aggregates data from multiple sources and provides enriched contact details. Use when users need to find contact information, build prospect lists, or enrich existing contact data.

Marketing & growth443
D
database-sharding
database-sharding
aj-geddes / useful-ai-prompts

Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded architectures.

Data & databases443
H
huashu-excel
huashu-excel
alchaincyf / huashu-excel

End-to-end data analysis: inspect messy tables, clean data, define consistent metrics, calculate indicators, reconcile figures, and produce reports. Use for Excel/CSV/system-exported data, pivot tables and formulas, investigating why two figures do not match, or assessing whether a number is reliable. The goal is for calculated figures to withstand scrutiny. Leave slides and PPT to huashu-design.

Data & databases443
Q
query-bq

No description yet

Data & databases443
2521–2580 of 12,302

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.