Model Context Protocol · For developers

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

mirkobozzetto/flowflow

Runs caliper's smoke evals against the real agent CLIs after a harness or MCP change, with a dry-run plan, failure triage and a report to attach to the PR.

edonadei/caliper

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

glincker/stacklit

Scaffold a new CLI action for this SDK repository. An agent skill from phantom/phantom-connect-sdk.

phantom/phantom-connect-sdk

Build consistent characters, environments and props in Guaardvark's Cast Library and train LoRAs for them locally (reference photos → vision bible → sample plan → approved samples → training).

guaardvark/guaardvark

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

codingagentsystem/cas

Structured memory capture for Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

Build, validate, and manage semantic models using Sidemantic.

sidequery/sidemantic

A skill your agent uses when reviewing, editing, redlining, or negotiating an existing Microsoft Word document (.docx) — including proposing edits as tracked changes, accepting or rejecting existing…

dealfluence/adeu

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

Guided MARM MCP setup. An agent skill from Lyellr88/marm-memory.

Lyellr88/marm-memory

Developer guide for the LexGuard Korean law MCP server: layer rules, adding tools and repositories, JSON-RPC responses, law API handling, answer rules and tests.

SeoNaRu/lexguard-mcp

Guides WCAG 2.1 and VoiceOver accessibility testing for iOS apps, working from the accessibility tree and not from screenshots.

conorluddy/xclaude-plugin

Bright Data MCP handles ALL web data operations. An agent skill from brightdata/skills.

brightdata/skills

Route HugeGraph MCP graph data extraction and controlled import/delete tasks to stable public tools.

apache/hugegraph-ai

用于 Android/iOS 移动应用安全逆向分析：Frida 动态插桩、绕过反调试/反注入/加固壳、脱壳、加密与 native SO 层 hook、运行时行为分析、jadx-mcp 静态攻击面分析、离线 SO 静态分析（ELF 侦察/字符串/交叉引用/反汇编/JNI 判型）。用户提到"绕过检测/闪退/脱壳/加密/抓包/行为摸底/内存扫描/分析 so/ELF…

index-login/MobileRE-Skill

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

Govern coding-agent implementation with MartinLoop budgets, preflight checks, stop conditions, recovery, and verifier-backed evidence.

Keesan12/martin-loop

Build, launch, inspect, and exercise the Sesori macOS desktop app as a real QA target.

sesori-ai/sesori_apps_monorepo

Maintain daiemon12/catia-v5-mcp-server against a production reliability contract.

daiemon12/catia-v5-mcp-server

Starts, monitors or rewinds an evolutionary development loop that refines an ontology and acceptance criteria generation by generation until it converges, using the Ouroboros MCP tools.

Q00/ouroboros

Solon Java framework expert (NOT Spring). An agent skill from opensolon/soloncode.

opensolon/soloncode

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

Test the Electron app interactively using Chrome DevTools Protocol.

ankitvgupta/exo

Interact with a Meshtastic LoRa mesh network through MESH-API — list nodes, read messages, send texts, and check connection status.

mr-tbot/mesh-api

Writes, fixes, and reviews SvGrid data-grid code in Svelte 5 projects - columns, features, inline editing, filtering, theming with --sg- tokens, server-side data, the built-in AI helpers, and the…

sv-grid/sv-grid

Add a tool to the MCP server that lets AI agents play OpenFoot Manager.

openfootmanager/openfootmanager

ET Excel MCP workflow for reading, writing, styling, transforming, and inspecting xlsx data.

FlameskyDexive/Legends-Of-Heroes

Post a biweekly Agentic SDLC pilot update comment to PROJQUAY-11352.

quay/quay

A skill your agent uses when customizing, branding, or replacing the built-in FrontMCP OAuth pages (the login, consent, federated-select, incremental-authorization, and error pages) with your own…

agentfront/frontmcp

Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI.

pydantic/pydantic-ai

Guides an agent writing to a remindb memory server: structured notes go in as files parsed into a node tree, single text facts go in through MemoryWrite.

radimsem/remindb

A skill your agent uses when installing, updating, or repairing the Lanes desktop app on a Mac, or when someone wants the Lanes issue board running for the first time.

lanes-sh/app

Run a candidate against the baseline over an Opik test suite and read the numbers back — which cases broke, which got fixed, the per-metric deltas, worst rows, and whether the two runs are…

comet-ml/opik-mcp

使用 VideoDevour 把视频（B站/YouTube/抖音/X 链接、微信视频号分享链接或本地文件）处理成中文图文报告。当用户要求"处理这个视频"、"视频转笔记/报告/图文大纲"、"下载并总结B站/YouTube/抖音/X/视频号视频"时使用。支持搜索视频、查询链接信息、一键生成带关键帧的图文报告（精简/详细），改写成量子速读/公众号文章/小红书笔记、导出…

datawhalechina/video-devour

Walks through how to launch and reach the MCP Task Orchestrator server container: transport, REST API, port publishing, config mounts and config-sync.

jpicklyk/task-orchestrator

Review a GitHub pull request for a Rust codebase. An agent skill from apollographql/apollo-mcp-server.

apollographql/apollo-mcp-server

Research a competitor across the web and produce a cited, structured brief.

openlegion-ai/openlegion

Build an idle, walk, run or attack cycle from key poses, set timing that reads as motion rather than a metronome, tag it, and review it as a filmstrip.

with-pebbly/aseprite-ai-artist

Teaches Hermes to monitor and steer long-running sandboxed.sh missions: spot where a model is stuck, switch backends or models between turns, and send targeted hints.

Th0rgal/sandboxed.sh

Advisory guidance for Amazon EKS architecture and configuration decisions — compute strategy, networking, security, reliability, cost, autoscaling, observability, multi-tenancy, and upgrade planning.

aws-samples/appmod-blueprints

Take screenshots of the running pgconsole app for documentation.

pgplex/pgconsole

PenShot 项目开发 Skill。用于修改或审查 Agent、LangGraph 工作流、任务生命周期、记忆/RAG、配置、REST、MCP、CLI、测试和项目文档；先核实源码与工具配置，再按现有架构实施并验证。

neopen/story-shot-agent

Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP.

PostHog/posthog

Defines how to add Operately MCP tools (API-first wrappers).

operately/operately

Create, extend, package, and troubleshoot Codex and ChatGPT plugins using OpenAI MCP Extensions.

callstackincubator/codex-mobile-dev-plugin

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

Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging).

fluxcd/agent-skills