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
rrezartprebrezaSkill

mcp-server

rrezartprebreza/spring-boot-skills/skills/spring-boot-3/mcp-server/SKILL.md

Use when exposing Spring Boot 3 application capabilities through Model Context Protocol tools, resources, or prompts. Covers Spring AI 1.x tool callback registration, transports, schemas, errors, security, and standalone MCP Java SDK compatibility.

3343mo agoReviewMountCreate a free account to mount
rrezartprebrezaSkill

mcp-server

rrezartprebreza/spring-boot-skills/skills/spring-boot-4/mcp-server/SKILL.md

Use when exposing Spring Boot 4 application capabilities through Model Context Protocol tools, resources, or prompts. Covers Spring AI 2.0 MCP annotations, transport selection, schemas, errors, security, and the standalone MCP Java SDK 2.x.

3343mo agoReviewMountCreate a free account to mount
Happy-Technologies-LLCSkill

mcp-server

Happy-Technologies-LLC/happy-platform-skills/skills/development/mcp-server/SKILL.md

Set up ServiceNow as an MCP (Model Context Protocol) server defining tool capabilities, authentication, resource endpoints, and integration patterns for AI agents

416d agoReviewMountCreate a free account to mount
nimadorostkarSkill

mcp-server

nimadorostkar/Claude-Skills-collection/skills/ai/mcp-server/SKILL.md

Use when building a Model Context Protocol server. Covers tool, resource, and prompt design, transport choice, authentication, error handling, and testing an MCP server against a real client. Trigger on "build an mcp server", "expose our api to claude", "the model keeps calling my mcp tool wrong". Do not use for packaging the server into a distributable plugin — see the plugin-development skill; for the agent loop that calls tools, see the agent-design skill.

3322d agoReviewMountCreate a free account to mount
saschb2bSkill

mcp-server

saschb2b/skills/skills/engineering/mcp-server/SKILL.md

Build, extend, and maintain a Model Context Protocol (MCP) server across its whole lifecycle against the current spec and official SDKs. Covers the architecture, choosing a transport (stdio vs Streamable HTTP), writing tool definitions agents actually use, adding tools without breaking existing agents, versioning and deprecation, the security threat model (tool poisoning, token passthrough, prompt injection, OAuth), testing with the MCP Inspector, and publishing to the registry. Use when building an MCP server, exposing a CLI, API, or app to AI agents (Claude Code, Cursor, Cline, Windsurf), adding or reviewing MCP tools, fixing an agent that calls the wrong tool or loads too many, securing or authorizing an MCP server, migrating transports, or shipping and versioning one. Also for any new agent-tool integration where the target has a scripting API, CLI, or HTTP surface.

223mo agoReviewMountCreate a free account to mount
DaleStudySkill

mcp-server

DaleStudy/skills/skills/mcp/SKILL.md

mcp 서버 연결 문제를 분석하고 최신 specification 기준으로 구현을 검증한다. tools/list 또는 tools/call 오류, stdio sse http transport 이슈, resources prompts 라우팅 문제, inspector 기반 재현 테스트가 필요할 때 사용한다.

414d agoReviewMountCreate a free account to mount
leewang246731-beepSkill

mcp-server

leewang246731-beep/aijiqun/skills/mcp-server/SKILL.md

AgentChat MCP Server — expose 8 AI providers as MCP tools for any MCP-compatible client (Claude Desktop, Cursor, Continue.dev). Configuration/reference skill, not executable

44mo agoReviewMountCreate a free account to mount
timsonnerPipes a download into a shellSkill

mcp-server

timsonner/agent-skills/mcp-server/SKILL.md

Specification for building Model Context Protocol servers using Python

22mo agoReviewMountCreate a free account to mount
mukcoSkill

mcp-server

mukco/claude-skills/skills/mcp-server/SKILL.md

Ruby MCP server development — tools, prompts, resources, transport, the mcp gem, LLM tool integrations.

06mo 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.

Steady3 mentions in 2 weeks

11 projects use a version of this

46k8mo agoReviewMountCreate a free account to mount
andrea-magniSkill

mars-mcp-server

andrea-magni/MARS/Skills/mars-mcp-server/SKILL.md

Build MCP (Model Context Protocol) servers in Delphi with MARS-Curiosity, so AI agents (Claude, ChatGPT, Open WebUI/Ollama, MCP Inspector) can discover and call Delphi code as tools, read MCP resources, use MCP prompts and show interactive views (MCP Apps). Use this skill whenever the user wants to expose Delphi/MARS functionality to an AI agent or LLM, mentions MCP, MCP server, MCP tools, resources, prompts, tool calling, function calling, AI agents, connectors, or wants Claude/ChatGPT/a local model to query their Delphi application or database; also when working with MARS.MCP.* units, TMCPResource, [MCPTool], [MCPResource], [MCPPrompt], [MCPToolUI], [MCPAppResource], TMCPOAuthServer, MCP Apps / interactive UIs rendered by Claude next to a tool result, or debugging an MCP client that cannot connect or authenticate to a MARS server.

4008y 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

2.1k19mo 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.

Steady15 mentions in 2 weeks

No other project uses it yet

1.5k16d 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.

No other project uses it yet

3.3k8mo 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.

No other project uses it yet

3.2k3mo agoReviewMountCreate a free account to mount
aws-samplesSkill

eks-mcp-server

aws-samples/sample-apex-skills/skills/eks-mcp-server/SKILL.md

Install, configure, and troubleshoot the EKS MCP Server connection in your AI assistant (Claude Code, Cursor, Kiro). Use ONLY for MCP server setup problems — config file location (.mcp.json), IAM permissions for eks-mcp actions, uvx installation, choosing AWS-hosted vs self-hosted mode, or debugging why MCP tools fail to appear after config. Also activate if user mentions "eks mcp", "mcp server", "mcp.json", or "mcp tools not showing". Do NOT use for actual cluster operations once MCP is working — those go to eks-recon (discovery), eks-operation-review (audits), or eks-upgrade-check (upgrades). For setting up the Arm migration MCP server used for arm64 readiness scanning, use graviton-migration, not this skill.

9010d 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.

Steady32 mentions in 2 weeks

33 projects use a version of this

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

246k2mo 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.

Steady32 mentions in 2 weeks

33 projects use a version of this

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

246k2mo agoReviewMountCreate a free account to mount
clideyPipes a download into a shellSkill

apollo-mcp-server

clidey/whodb/.agents/skills/apollo-mcp-server/SKILL.md

Guide for using Apollo MCP Server to connect AI agents with GraphQL APIs. Use this skill when: (1) setting up or configuring Apollo MCP Server, (2) defining MCP tools from GraphQL operations, (3) using introspection tools (introspect, search, validate, execute, explorer), (4) configuring authentication, CORS, health checks, or telemetry, (5) writing Rhai scripts for request lifecycle hooks, (6) defining MCP prompts, (7) troubleshooting MCP server connectivity or tool execution issues.

5k1d agoReviewMountCreate a free account to mount
nirholasSkill

pump-mcp-server

nirholas/pump-fun-sdk/skills/pump-mcp-server/SKILL.md

Model Context Protocol server exposing 53 tools, 3 resource types, and 3 prompts for AI agent consumption — quoting, building transactions, fee management, analytics, AMM operations, social fees, wallet operations over stdio transport.

1418mo 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.