Development · Model Context Protocol

A skill your agent uses when reviewing, fixing CI for, approving workflows for, or merging AgentBro pull requests into dev/main, especially external contributor PRs where contributor attribution…

shirenchuang/agentbro

A skill your agent uses when reviewing a PR to tractorjuice/arc-kit that adds or extends a community jurisdictional overlay (e.g.

tractorjuice/arc-kit

Translate English IT and software engineering documents into professional, accurate Chinese.

mxsm/rocketmq-rust

A skill your agent uses when building, automating, or debugging Cisco Packet Tracer networks through the packet-tracer MCP (the pt tools) — planning topologies from natural language, live-deploying…

Mats2208/MCP-Packet-Tracer

Looks up Kotlin Multiplatform libraries, their latest stable versions, Gradle coordinates and verified target support through klibs.io instead of guessing.

JetBrains/klibs-io

Human handoff, Linear branch names, reviewable (non-draft) PRs, the cursor GitHub label, Claude, Greptile, and Codex review comments, preview test steps, proof of work posted on the GitHub PR, and…

langfuse/langfuse

Drive and observe the BottleShip emulator to bring up a game, using the AI-agent harness (window.BS.harness + bun tools/harness.ts).

jenissimo/bottleship

Open a panel in agentglass's own window, read what is open, or read and change one of its settings.

SirAllap/agentglass

This skill should be used when finding, tracing, or understanding code in a repository with SymDex available.

husnainpk/SymDex

Generate and open an interactive visualization of Buddy guard-mode reasoning data using Buddy's local CLI command.

fiorastudio/buddy

A skill your agent uses when you need to find related files, understand code dependencies, or analyze impact scope.

williamfzc/gossiphs

Structural review skill for AI-SLOP Detector. An agent skill from flamehaven01/AI-SLOP-Detector.

flamehaven01/AI-SLOP-Detector

Searches a codebase with hybrid semantic and lexical retrieval plus neural reranking through MCP tools, for finding implementations and grounded answers.

Context-Engine-AI/Context-Engine

Reviews pull requests for the Confluent MCP server. An agent skill from confluentinc/mcp-confluent.

confluentinc/mcp-confluent

Prepare, publish, verify, or recover a cloakbrowser-mcp release only when the user explicitly requests release work.

swimmwatch/cloakbrowser-mcp

File work into nohuman (taskadd) and check on it (taskstatus) via the nohuman MCP bridge, instead of doing the work inline.

no-human-ai/no_human

Looks up a third-party library's current documentation through the context7 MCP server instead of relying on the agent's possibly outdated training data.

duckbugio/flock

Query and write durable debugging memory recorded by MemoryWhale.

wuisabel-gif/MemWhale

Use ProjectAtlas before broad source reads, preferring the installed short atlas CLI for an exact checkout and MCP for registered worktree routing, compact session briefs, or federated graph evidence.

styler-ai/ProjectAtlas

Debug the WordPress Playground website by running the dev server from source and interacting with it via Playwright MCP.

WordPress/wordpress-playground

Analyze and resolve APIView review feedback on Azure SDK PRs.

Azure/azure-sdk-for-android

写或修改 CHANGELOG.md（待发布条目、版本亮点段、GitHub Release 说明）时使用。含按改动性质分组落位、中英双语体例、发版前的两道门禁（三处版本号同步 + 亮点段抽取会 fail-fast）与写后自检命令。

xiajiajun516/dsh-config-manager

Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash.

nikolai-vysotskyi/trace-mcp

Scaffold, plan, or extend Better Fullstack projects with the generator, CLI, or MCP server.

Marve10s/Better-Fullstack

Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP.

inkeep/open-knowledge

Triage the Wayfinder repo in one pass — survey open PRs (CI status, review comments, mergeability) and open issues / feature requests, report what needs action, then drive small, clear fixes…

asdecided/WayfinderRouter

Configure the browser tool for Clacky. An agent skill from clacky-ai/openclacky.

clacky-ai/openclacky

Keep keypaste's desktop screens, CLI output, site, README and brand assets on brand.

notinferred/keypaste

Cut and publish a full stable NAC release after main, release-PR, and publication CI pass.

arcee-ai/nac

Chooses the right retrieval tool for code questions: compact context for unfamiliar repos, direct lookup for known symbols, call graphs for relationships and grep for exhaustive matches.

Helweg/open-codebase-index

Rules for measuring or quoting any benchmark number in this repo.

jgravelle/jcodemunch-mcp

Systematic code review workflow using zen mcp's codex tool. An agent skill from VCnoC/Claude-Code-Zen-mcp-Skill-Work.

VCnoC/Claude-Code-Zen-mcp-Skill-Work

Analyzes and safely cleans up local Git branches. An agent skill from gotalab/skillport.

gotalab/skillport

Set up and start the local ZizkaDB development stack. An agent skill from ZIZKA-AI-SL/ZizkaDB.

ZIZKA-AI-SL/ZizkaDB

This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to…

adamthewilliam/grepika

Create or advance a lightweight OSpec change using the classic fast workflow.

clawplays/ospec

Draws and refines Excalidraw diagrams on a live canvas through MCP tools or a REST API, with screenshots, file import and export, snapshots and Mermaid conversion.

lingzhi227/agent-research-skills

Run CUGA contributor workflows: Conventional Commits, create pull requests against origin with gh and PR templates, and ruff check/format via uv.

cuga-project/cuga-agent

A skill your agent uses whenever invoking the GitHits CLI for open-source code, documentation, or example evidence, including code search/grep, file navigation, source verification, docs lookup, or…

githits-com/githits-cli

Idiomatic Go concurrency - sync primitives, channel semantics, the select statement, and the standard channel patterns (cancellation/done-channel, fan-out/fan-in, pipeline, or-done, context…

inference-gateway/inference-gateway

Use stacklit.json to navigate codebases without burning tokens on file exploration

glincker/stacklit

Search across CAS content (memories, tasks, rules, skills, code).

codingagentsystem/cas

A skill your agent uses when releasing AgentBro from this repository: merging dev/main, bumping versions, updating release notes, tagging, pushing, monitoring GitHub Actions, Homebrew cask…

shirenchuang/agentbro

Cut a new ArcKit release — bump versions in lockstep, regenerate non-Claude formats, validate plugin/marketplace agreement, tag, and push to standalone repos.

tractorjuice/arc-kit

Adds logging to fp-go functional pipelines with Tap operators, entry and exit logs and error context, so that logging never changes the value or error flowing through.

IBM/fp-go

Reviews only the code changed since the last commit, using a code-graph MCP server to find risk-scored changes, test gaps and the blast radius, then writes a short report.

tirth8205/code-review-graph

Record polished UI demo videos and screenshots of a running web app using Playwright MCP — for client deliverables, release notes, feature walkthroughs, or bug repros.

PackmindHub/packmind

Operate, reproduce, and debug a running local Helmor desktop development build through the Tauri MCP bridge.

dohooo/helmor