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Context & AI engineering

26,385 rows, by stacks then stars

2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • Image diff

    pulsemcp/mcp-servers/com.pulsemcp/image-diff MCP server

    76★ repo

    MCP server for programmatic image comparison and visual diff generation.

  • Hatchbox

    pulsemcp/mcp-servers/com.pulsemcp/hatchbox MCP server

    76★ repo

    MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.

  • Monarch money

    pulsemcp/mcp-servers/com.pulsemcp/monarch-money MCP server

    76★ repo

    MCP server for Monarch Money — account, transaction, and budget management.

  • Langfuse

    pulsemcp/mcp-servers/com.pulsemcp/langfuse MCP server

    76★ repo

    MCP server for Langfuse LLM observability — trace and observation analysis.

  • Onepassword

    pulsemcp/mcp-servers/com.pulsemcp/onepassword MCP server

    76★ repo

    MCP server for interacting with 1Password via the CLI to read and manage credentials.

  • Pointsyeah

    pulsemcp/mcp-servers/com.pulsemcp/pointsyeah MCP server

    76★ repo

    MCP server for searching award flights and travel deals via PointsYeah.

  • Proctor

    pulsemcp/mcp-servers/com.pulsemcp/proctor MCP server

    76★ repo

    MCP server for running Proctor exams against MCP servers with exam execution and result management.

  • Pulse fetch

    pulsemcp/mcp-servers/com.pulsemcp/pulse-fetch MCP server

    76★ repo

    MCP server for fetching web resources with content extraction and anti-bot bypass.

  • Pulse subregistry

    pulsemcp/mcp-servers/com.pulsemcp/pulse-subregistry MCP server

    76★ repo

    MCP server providing access to the PulseMCP Sub-Registry for browsing and discovering MCP servers.

  • Remote filesystem

    pulsemcp/mcp-servers/com.pulsemcp/remote-filesystem MCP server

    76★ repo

    MCP server for remote filesystem operations on cloud storage (Google Cloud Storage).

  • Svg tracer

    pulsemcp/mcp-servers/com.pulsemcp/svg-tracer MCP server

    76★ repo

    MCP server for converting bitmap images to SVG vector graphics using potrace tracing.

  • Serpapi hotels

    pulsemcp/mcp-servers/com.pulsemcp/serpapi-hotels MCP server

    76★ repo

    MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews.

  • S3

    pulsemcp/mcp-servers/com.pulsemcp/s3 MCP server

    76★ repo

    MCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support.

  • Twist

    pulsemcp/mcp-servers/com.pulsemcp/twist MCP server

    76★ repo

    MCP server for Twist team messaging — manage channels, threads, and messages.

  • Vercel

    pulsemcp/mcp-servers/com.pulsemcp/vercel MCP server

    76★ repo

    MCP server for Vercel — manage deployments and view build and runtime application logs.

  • Ssh

    pulsemcp/mcp-servers/com.pulsemcp/ssh MCP server

    76★ repo

    MCP server for SSH remote server management with SSH agent authentication support.

  • Slack

    pulsemcp/mcp-servers/com.pulsemcp/slack MCP server

    76★ repo

    MCP server for Slack — read/write messages, manage threads, and react to messages.

  • Pydantic ai agent creation

    existential-birds/beagle/plugins/beagle-ai/skills/pydantic-ai-agent-creation Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Agent architecture analysis

    existential-birds/beagle/plugins/beagle-analysis/skills/agent-architecture-analysis Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Artifact analysis

    existential-birds/beagle/plugins/beagle-analysis/skills/artifact-analysis Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Llm judge

    existential-birds/beagle/plugins/beagle-analysis/skills/llm-judge Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Web research

    existential-birds/beagle/plugins/beagle-analysis/skills/web-research Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Fix llm artifacts

    existential-birds/beagle/plugins/beagle-core/skills/fix-llm-artifacts Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Llm artifacts detection

    existential-birds/beagle/plugins/beagle-core/skills/llm-artifacts-detection Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Prompt improver

    existential-birds/beagle/plugins/beagle-core/skills/prompt-improver Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review llm artifacts

    existential-birds/beagle/plugins/beagle-core/skills/review-llm-artifacts Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Skill builder

    existential-birds/beagle/plugins/beagle-core/skills/skill-builder Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Subagent prompt

    existential-birds/beagle/plugins/beagle-core/skills/subagent-prompt Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Verify llm artifacts

    existential-birds/beagle/plugins/beagle-core/skills/verify-llm-artifacts Skill

    75★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Decision eval

    avelikiy/great_cto/skills/decision-eval Skill

    75★ repo

    Don't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.

  • Guideline writing

    alfadur7/llm-wiki-newsroom/.claude/skills/guideline-writing Skill

    75★ repo

    Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer, local-first, a structured alternative to RAG.

  • Agent identity

    JKHeadley/instar/skills/agent-identity Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Agent memory

    JKHeadley/instar/skills/agent-memory Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Agent passport

    JKHeadley/instar/skills/agent-passport Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Agent readiness

    JKHeadley/instar/skills/agent-readiness Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Knowledge base

    JKHeadley/instar/skills/knowledge-base Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Spec converge

    JKHeadley/instar/skills/spec-converge Skill

    75★ repo

    Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

  • Agent pack

    smith-horn/skillsmith/packages/mcp-server/src/assets/agent-pack Skill

    no license75★ repo

    Lifecycle Management for Agent Skills

  • Skillsmith

    smith-horn/skillsmith/packages/mcp-server/src/assets/skills/skillsmith Skill

    no license75★ repo

    Lifecycle Management for Agent Skills

  • Github mcp hero

    runxhq/runx/examples/github-mcp-hero Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Merge pr

    runxhq/runx/examples/github-mcp-hero/merge-pr Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Read issue

    runxhq/runx/examples/github-mcp-hero/read-issue Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Review note

    runxhq/runx/examples/github-mcp-hero/review-note Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Write comment

    runxhq/runx/examples/github-mcp-hero/write-comment Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Loop orchestration

    runxhq/runx/examples/loop-orchestration Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Managed agent

    runxhq/runx/examples/managed-agent Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Mcp approval graph

    runxhq/runx/fixtures/skills/mcp-approval-graph Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Mcp echo

    runxhq/runx/fixtures/skills/mcp-echo Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • N8n handoff

    runxhq/runx/skills/n8n-handoff Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Skill lab

    runxhq/runx/skills/skill-lab Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Zapier handoff

    runxhq/runx/skills/zapier-handoff Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Run2 parallel orchestration

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/dbscan-parameter-tuning/run2_parallel-orchestration Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run1 llm token tracking

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-pro-preview/enterprise-information-search/run1_llm-token-tracking Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Handoff opus

    dazuiba/handoff/cli/skills/handoff-opus Skill

    no license74★ repo

    Delegate tasks to DeepSeek right inside your Claude Code / Codex sessions.

  • Execgo agent bridge

    iammm0/secbot/skills/custom/execgo-agent-bridge Skill

    no license74★ repo

    Authorized security testing workspace. v2 TypeScript terminal product on release; v1 Python on pypi-release; Go branch is demo only.

  • Creating skills

    fvadicamo/dev-agent-skills/plugins/skill-authoring/skills/creating-skills Skill

    71★ repo

    Claude Code skills plugin for Git, GitHub, and skill authoring workflows

  • Code review deep

    oprogramadorreal/optimus-claude/skills/code-review-deep Skill

    71★ repo

    Primes your project for peak Claude Code performance

  • Handoff

    oprogramadorreal/optimus-claude/skills/handoff Skill

    71★ repo

    Primes your project for peak Claude Code performance

  • Permissions

    oprogramadorreal/optimus-claude/skills/permissions Skill

    71★ repo

    Primes your project for peak Claude Code performance

  • Prompt

    oprogramadorreal/optimus-claude/skills/prompt Skill

    71★ repo

    Primes your project for peak Claude Code performance