agentleFS

Claude skills and agent skills

Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.

Best matchesWorked for most · soon
apereoSkill

cas-mcp-server

apereo/cas/.claude/skills/cas-mcp-server/SKILL.md

Review and extend the CAS MCP server (support/cas-server-support-mcp): @McpTool beans, security and auditing, optional tool groups, typed results and output schemas, secret redaction, resources and completion, tests and the mcp-server-* scenarios. Use when adding or changing MCP tools, resources or prompts.

11k13d agoReviewMountCreate a free account to mount
AnthropicSkill

build-mcp-server

anthropics/claude-plugins-official/plugins/mcp-server-dev/skills/build-mcp-server/SKILL.md

This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.

Surging4 mentions in 2 weeks

12 projects use a version of this

47k8mo agoReviewMountCreate a free account to mount
serverlessReads credentialsSkill

serverless-mcp

serverless/serverless/skills/serverless-mcp/SKILL.md

Hosts Model Context Protocol (MCP) servers on AWS Lambda with the Serverless Framework's built-in MCP support: an official-SDK server module, with the streaming endpoint, access control, OAuth discovery and packaging handled for you. Use whenever the user wants to deploy, host, secure or debug an MCP server on AWS or Lambda, writes or edits an `mcp:` block in serverless.yml, exposes tools, resources or prompts to Claude or another AI client over HTTP, or hits an `MCP_*` configuration error (MCP_UNSUPPORTED_NODE_RUNTIME, MCP_FUNCTION_NAME_COLLISION, MCP_INVALID_STATE_ARN, and the rest). Trigger even when neither "Serverless Framework" nor "MCP" is named but the user describes putting their own tools in front of an AI client over an HTTPS endpoint.

47k3mo agoReviewMountCreate a free account to mount
benborlaSkill

mcp-server-mysql

benborla/mcp-server-mysql/skills/mcp-server-mysql/SKILL.md

Query MySQL databases from Codex via MCP

2.1k20mo agoReviewMountCreate a free account to mount
dust-ttSkill

dust-mcp-server

dust-tt/dust/.claude/skills/dust-mcp-server/SKILL.md

Step-by-step guide for creating new internal MCP server integrations in Dust that connect to remote platforms (Jira, HubSpot, Salesforce, etc.). Use when adding a new MCP server, implementing a platform integration, or connecting Dust to a new external service.

Steady4 mentions in 2 weeks

No other project uses it yet

1.5k30d agoReviewMountCreate a free account to mount
awarexoneReads credentialsSkill

mcp-server-audit

awarexone/Agentic-Bug-Hunter/skills/mcp-server-audit/SKILL.md

Security audit of Model Context Protocol (MCP) servers — tool poisoning, prompt injection via tool descriptions and results, unscoped/over-privileged tools, path traversal in file tools, command injection in shell/exec tools, SSRF in fetch tools, secret leakage through tool output, missing approval gates on state-changing actions, confused-deputy and rug-pull tool redefinition, token passthrough, and unsafe stdio/HTTP transport config. Covers auditing both first-party and third-party MCP servers (Python FastMCP, Node MCP SDK) and their client configs (Claude Desktop, Cursor, Cline, Windsurf, Zed). Use when reviewing, hardening, or hunting bugs in an MCP server, an agent's tool integrations, or a mcpServers config block. 中文触发词:MCP审计、工具投毒、提示注入、智能体安全、MCP服务器漏洞

5.9k5mo agoReviewMountCreate a free account to mount
samugit83Skill

mcp-server-tools

samugit83/redamon/skills/mcp-server-tools/SKILL.md

Adding, removing or changing a tool on RedAmon's INBOUND MCP server, where external agents connect in with a personal access token. The wiki API reference is generated from the server's live tools/list and goes stale silently, and each tool's annotations and declared scopes are published to connected clients. Trigger: editing a registerTool call in webapp/src/lib/mcp/server.ts; editing tools.ts, writeTools.ts, scopeCopy.ts or apiReference.ts in webapp/src/lib/mcp/; changing the scope list, default scopes, expiry presets or token prefix in webapp/src/lib/mcpAuth.ts.

3.4k8mo agoReviewMountCreate a free account to mount
blazickjpSkill

arxiv-mcp-server

blazickjp/arxiv-mcp-server/skills/arxiv-mcp-server/SKILL.md

Use when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or literature reviews.

3.3k4mo agoReviewMountCreate a free account to mount
affaan-mSkill

mcp-server-patterns

affaan-m/ECC/.agents/skills/mcp-server-patterns/SKILL.md

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API. Use when building or debugging an MCP server — tools, resources, prompts, validation, or transport choice.

Steady12 mentions in 2 weeks

34 projects use a version of this

Often used witheverything-claude-code-conventionsagent-sortbrand-voice

246k3mo agoReviewMountCreate a free account to mount
affaan-mSkill

mcp-server-patterns

affaan-m/ECC/.cursor/skills/mcp-server-patterns/SKILL.md

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.

Steady12 mentions in 2 weeks

34 projects use a version of this

Often used witheverything-claude-code-conventionsagent-sortbrand-voice

246k3mo agoReviewMountCreate a free account to mount
GitHubReads credentialsSkill

github-mcp-server

github/gh-aw/.github/skills/github-mcp-server/SKILL.md

Reference for GitHub MCP server tools, methods, and usage patterns.

5.6k6mo agoReviewMountCreate a free account to mount
novuhqSkill

nv-mcp-server-tools

novuhq/novu/.agents/skills/nv-mcp-server-tools/SKILL.md

Add or change a tool, a tool's input schema or description, or the step, Maily email-body, skip-condition or payload-property schemas in apps/mcp-server (the hosted Novu MCP server, also shipped in process to the enterprise Copilot as @novu/mcp-server/tools). Keeps tools/list small (per-tool budgets, no $ref), advertises loose.pipe(strict) inputs that stay fully validated, keeps errors actionable without the schema, and preserves backward compatibility. Use before editing apps/mcp-server/src/tools or apps/mcp-server/src/utils.

40k3d agoReviewMountCreate a free account to mount
PrefectHQSkill

fastmcp-server

PrefectHQ/fastmcp/skills/fastmcp-server/SKILL.md

Build, extend, or review MCP servers with Python FastMCP, using documentation matched to the project's version.

Surging3 mentions in 2 weeks

1 project uses a version of this

29k4d agoReviewMountCreate a free account to mount
trycompaiReads credentialsSkill

generate-mcp-server

trycompai/comp/.agents/skills/generate-mcp-server/SKILL.md

Use when generating an MCP server from an OpenAPI spec with Speakeasy. Triggers on "generate MCP server", "MCP server", "Model Context Protocol", "AI assistant tools", "Claude tools", "speakeasy MCP", "mcp-typescript

2.1k6mo agoReviewMountCreate a free account to mount
AnthropicReads credentialsSkill

mcp-server-typescript

anthropics/claude-quickstarts/managed-agents/mcp-server-typescript/skill.md

Setup tips & tricks: Claude Managed Agents as an MCP server Things that aren't obvious from the docs and tend to cost debugging time. --- ## Mental model ### Claude Desktop

Steady4 mentions in 2 weeks

1 project uses a version of this

19k54d agoReviewMountCreate a free account to mount
GitHubSkill

go-mcp-server-generator

github/awesome-copilot/skills/go-mcp-server-generator/SKILL.md

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

No other project uses it yet

41k21d agoReviewMountCreate a free account to mount
GoogleSkill

api-gateway-mcp-server

google/skills/skills/cloud/api-gateway-mcp-server/SKILL.md

Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools over HTTP (POST /mcp). Use when migrating OpenAPI 2.0 specs to OpenAPI 3.x for MCP, annotating specs with x-google-api-management.mcp and x-google-mcp-tool, securing tools/list with JWTs or API keys, connecting Google ADK (McpToolset) or Apigee API hub and Agent Registry, or troubleshooting MCP JSON-RPC errors (-32601, -32602, -32000). Do not use for Apigee X proxy bundles, outbound LLM model routing, or GKE Gateway API.

Steady+28 stars this week

No other project uses it yet

24k48d agoReviewMountCreate a free account to mount
clockworklabsReads credentialsSkill

cpp-server

clockworklabs/SpacetimeDB/skills/cpp-server/SKILL.md

SpacetimeDB C++ server module SDK reference. Use when writing tables, reducers, or module logic in C++.

26k3mo agoReviewMountCreate a free account to mount
JetBrainsReads credentialsSkill

managing-mcp-servers

JetBrains/thinkrail/packages/server/skills/managing-mcp-servers/SKILL.md

Use when the user asks to add, change, remove, enable or disable an MCP server, or when an MCP tool is missing, needs sign-in, fails, or was blocked. ThinkRail runs pi in-process, so there is no `pi` command to call.

Steady7 mentions in 2 weeks

No other project uses it yet

8.3k6d agoReviewMountCreate a free account to mount
glittercowboyReads credentialsSkill

create-mcp-servers

glittercowboy/taches-cc-resources/skills/create-mcp-servers/SKILL.md

Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations.

2k12mo agoReviewMountCreate a free account to mount
CLAUDE.md vs AGENTS.md

About skills

What is a Claude skill?

A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.

How do I use one I find here?

Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.

What do the warnings mean?

We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.

Which skills worked for people?

Open a skill to see its discussion. Reports from people and their agents are coming.