Agent Workflows · Model Context Protocol · For developers

Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

anthropics/skills

Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.

shareAI-lab/learn-claude-code

Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.

anthropics/claude-plugins-official

Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces.

activepieces/activepieces

Decides whether an agent skill is safe to install by combining a SkillSpector static scan with the agent's own source review, ending in APPROVE, CAUTION or REJECT.

NVIDIA/SkillSpector

Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.

PrefectHQ/fastmcp

Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.

MemPalace/mempalace

Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.

giancarloerra/SocratiCode

Development conventions and architecture guide for the Claude Code CLI repository.

codeaashu/claude-code

Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.

charmbracelet/crush

Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.

mksglu/context-mode

Migrates the compatible subset of settings and global file-based MCP servers from the Warp desktop app into Warp Agent CLI without exposing credentials or state.

warpdotdev/warp

Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.

MemPalace/mempalace

Guides end-to-end testing of the Qwen Code CLI in headless mode with real model calls, MCP test servers and inspection of raw API traffic.

QwenLM/qwen-code

Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills.

yusufkaraaslan/Skill_Seekers

Sets up and troubleshoots a local agentmemory install, covering the MCP connection, environment variables, ports, authentication and optional feature flags.

rohitg00/agentmemory

Design, implement, and debug autonomous AI agents and multi-agent systems using the Google Antigravity (AGY) SDK.

google-antigravity/antigravity-sdk-python

Use this when setting up claude-mem on Grok Bot: local worker plus CMEM Pro observer (default), optional host-login observer, or remote cmem.ai. No…

thedotmack/claude-mem

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5.

gotalab/skillport

Write or revise a page under docs/ for gofastmcp.com. An agent skill from PrefectHQ/fastmcp.

PrefectHQ/fastmcp

Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge.

XiaoDuoYa/codex-with-chatgpt

Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.

2FastLabs/agent-squad

Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation.

mksglu/context-mode

Answers questions about a past agent run from its recording, using causal graphs and replay, instead of reconstructing events from memory.

iflytek/skillhub

Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.

Tommy-yw/RunbookHermes

Manage skills, agents, extras, hooks, plugins, and MCP connection settings with the Skillshare CLI.

runkids/skillshare

Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.

mcp-use/mcp-use

Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.

MemPalace/mempalace

Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems.

yvgude/lean-ctx

A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain.

DenisSergeevitch/agents-best-practices

One-click initialization of a multi-agent repository from the RepoBrain template.

study8677/repobrain

Query and invoke tools on MCP servers using fastmcp list and fastmcp call.

PrefectHQ/fastmcp

Migrate an existing agentic PoC/pilot (Claude Code project files, MCP configs, hooks, local tools, openclaw config, or similar hand-rolled setup artifacts) into an Archestra instance.

archestra-ai/archestra

Interacts with MCP servers from the command line: lists servers and tools, inspects a tool's JSON schema, and calls a tool with JSON arguments from stdin or an argument.

philschmid/mcp-cli

Shows a question as a modal in the interface to clarify a task, collect a preference or get approval, since the user cannot see terminal output.

MemTensor/MemOS

Grounds every implementation decision in official documentation.

shashankswe2020-ux/whoop-mcp

Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP.

CodeGraphContext/CodeGraphContext

Build and edit Activepieces pieces (integrations) — creating new pieces, adding actions or triggers, or fixing bugs in existing ones.

activepieces/activepieces

Edits an already-installed workspace capability's manifest to add an MCP server, a skill, an integration or agent guidance, then reinstalls it so the change takes effect on the next run.

holaboss-ai/holaOS

A skill your agent uses whenever the user wants to build, extend, debug, test, validate, locally load, package, or publish an OpenPets plugin; work with the OpenPets Plugin SDK v3, plugin manifest…

OpenPetsHQ/openpets

Search the vault using QMD semantic search. An agent skill from breferrari/obsidian-mind.

breferrari/obsidian-mind

Audits Trigger.dev tasks, schedules and run history for wasteful machine sizes, retries, polling and cron frequency to cut spend.

papermark/papermark

Choose and create the right Neon branch type for testing and development.

Xe/site

Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.

anthropics/claude-plugins-official

Answer structural questions about a codebase — what a symbol is, what calls it, what a change breaks, where the hotspots are — from a persistent code graph via the ix CLI, instead of grepping.

ix-infrastructure/Ix

Read and write the shared long-term memory store. An agent skill from tigerless-labs/agent-memory.

tigerless-labs/agent-memory

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

cloudflare/skills

Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline.

PrefectHQ/fastmcp