The definitive directory of AI Skills and Model Context Protocol servers. Every entry tested by our team, with real code, configs, and comparisons across providers.
Skills are portable instruction folders — a SKILL.md file plus supporting scripts, references, and templates. Drop one into your AI, and it knows how to complete a well-defined job: create a Word doc, extract PDF tables, review code, or run a multi-step workflow. Introduced by Anthropic in October 2025 and now supported by every major provider.
Browse all SkillsMCP servers implement the Model Context Protocol, an open standard from Anthropic. Each server exposes tools, resources, and prompts that your AI can call — databases, git, Slack, cloud, CRMs, files, whatever you need to reach. Runs locally or remote. Supported by Claude Desktop, Cursor, Cline, Continue, and every serious AI client.
Browse all MCP serversFresh additions from our editorial team. Every Skill tested, every code sample runs.
Extract clean, structured text from scanned PDFs using Tesseract-backed OCR. Handles multi-column layouts and mixed-language documents.
Describe the calculation you want in plain English; get a working, tested Excel formula back. Covers VLOOKUP, INDEX/MATCH, SUMIFS, array formulas.
Generate typed, accessible React components with props, tests, and Storybook stories from a short spec. Uses your team's conventions.
Generates title tags and meta descriptions optimized for click-through — with your target keyword and character-count constraints honored.
Reviews commercial contracts against your team's playbook — indemnity, liability caps, IP, termination, MFN, exclusivity. Flags deviations.
Chains web research, source ranking, extraction, and summarization into one autonomous flow. Cites sources; flags weak claims.
Every server installed, tested, and documented — with real configs for Claude Desktop, Cursor, and Cline.
Anthropic's official Postgres MCP server. Read-only or full access, connection pooling, prepared statements, schema introspection.
Read repos, list issues, open PRs, add comments, browse files. OAuth or personal token auth. Ships with rate-limit handling built in.
Send messages, search history, list channels, react to threads. Bot token or user token auth. Handles rate limits and thread context.
Vector search over your Qdrant collections. Upsert points, filter by payload, hybrid search with sparse + dense vectors.
Query S3, invoke Lambda, read CloudWatch logs, tag resources. IAM-scoped auth with SSO support. Handles regional endpoints automatically.
List customers, create invoices, refund charges, pull subscription data. Restricted-key auth recommended; every mutation confirmed.
Ten categories covering every task-specific AI Skill in our directory.
Ten categories covering every MCP server we have installed, tested, and documented.
Provider hubs summarize Skills support, MCP support, capability matrices, and provider-specific patterns.
Start here if you are new. Concept guides, tutorials, and best practices — all provider-agnostic.
What Skills are, how AI models load them, and when they beat custom system prompts.
The Model Context Protocol explained — architecture, transports, tools, resources, prompts.
They solve different problems. Here is a clean decision tree for picking one, the other, or both.
Ship a working MCP server in ten minutes. Install, run, hook up to Claude Desktop, test.
Every common error from every AI provider — fix guides, tested code, live status. Our sister site handles the troubleshooting side.
The Skills and MCP basics — answered.