Development · Model Context Protocol

Refactors code safely in projects indexed by trace-mcp: assess risk, find candidates, check impact and rename symbols across every file without missing a reference.

nikolai-vysotskyi/trace-mcp

Add capabilities, addons, deployment targets, generated CI, services, or stack updates to an existing Better Fullstack project.

Marve10s/Better-Fullstack

Этот скилл MUST быть вызван когда пользователь говорит "инициализируем проект", "init project", просит настроить 1С-проект.

Arman-Kudaibergenov/1c-ai-development-kit

Creates diagrams via the uml-mcp MCP server (generateuml, generateumlimage, validateuml, listdiagramtypes, generateumlbatch) and returns shareable Kroki URLs or inline chat images.

antoinebou12/uml-mcp

Guides reading mecatl's perf MCP data to find why a running harness is slow, leaking goroutines or growing in memory, using cheap reads before any CPU capture.

stacklok/mecatl

Grooms the Backlog column of a GitHub project board by re-verifying each issue against current main, closing dead ones, promoting actionable ones to Ready and naming the decision the rest need.

adamayoung/TMDb

Collect uncommitted changes and create a semantic commit with a descriptive message

termide/termide

Chooses ecosystem-native release and changelog tooling (Changesets, Melos, release-plz) plus binary distribution (GitHub Release tarballs, install.sh) when the product is an executable.

Arenukvern/mcp_flutter

A skill your agent uses whenever the Databuddy MCP server is available and the user wants analytics, errors, vitals, investigations, flags, links, annotations, funnels, or goals queried or changed.

databuddy-analytics/Databuddy

Documentation work in this repo — the five places a user-visible change must answer, the page conventions the site build enforces, the tests that pin prose to the registry, and a simplification pass…

guardana/guardana

Generate an enterprise-style changelog for a PipesHub GitHub release.

pipeshub-ai/pipeshub-ai

Fetches current library and framework documentation through the Context7 MCP instead of relying on training data, resolving a library ID before each query.

affaan-m/ECC

Expert guidance for building, debugging, and working with Slint GUI applications.

Moosync/Moosync

Find, triage, and fix production errors captured by Datadog Error Tracking, then open a PR.

latitude-dev/latitude-llm

Deep technical documentation generation workflow using zen mcp's clink and docgen tools.

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

Use Cortex decision memory through the normal Memtrace MCP tools.

syncable-dev/memtrace-public

7-section readiness scorecard for a LOCAL repo. An agent skill from ruvnet/metaharness.

ruvnet/metaharness

A skill your agent uses when building, testing, debugging, or reviewing Model Context Protocol servers, clients, transports, tools, resources, prompts, and agent host configuration.

leehack/mcp_dart

Resolve canonical Git checkouts, index and verify codebase-memory-mcp graphs through the guarded CLI, open its browser viewer on request, and safely audit duplicate worktree caches.

vincentkoc/dotskills

Project Manager skill. An agent skill from Apra-Labs/apra-fleet.

Apra-Labs/apra-fleet

A skill your agent uses when the user wants to plan, decompose, track, or resume a multi-task project: scoping a new idea, importing or onboarding an existing repo or workspace, asking what to work…

FrkAk/piyaz

Define or revise a Roam product milestone and its engineering, adoption and offer-readiness sequence.

Cranot/roam-code

Tests in real browsers. An agent skill from shashankswe2020-ux/whoop-mcp.

shashankswe2020-ux/whoop-mcp

Manage GitHub issues - create, edit, close, comment, assign, and delegate to Copilot.

Cybereason-Public/owLSM

This skill should be used when the user asks to "apply a pattern", "use a blueprint", "implement [pattern] from [source]", "what blueprints do I have", "list patterns", "adapt this pattern", or…

adamthewilliam/grepika

Systematically QA test any application — web apps, native macOS apps, Electron apps, CLI tools, interactive REPLs, or anything on screen.

team-attention/hoyeon

PlantUML syntax reference, C4-PlantUML first, for writing or fixing a diagram in an artefact: sequence, class, activity, state, ER, component, deployment and use-case diagrams, skinparams and…

tractorjuice/arc-kit

Creates and edits architecture diagrams through the Draw.io MCP tool, with guidance for rendering Azure icons correctly and laying out network diagrams.

thomast1906/github-copilot-agent-skills

Answers structural questions about a repository, such as where a symbol is defined, what calls it and what changed recently, through the basemind MCP server.

Goldziher/basemind

Builds or refreshes the basemind code index from the command line, for when basemind reports no index or its MCP server is not running.

Goldziher/basemind

Find bugs, security holes, and maintainability issues in a diff or file.

antonbabenko/deliberation

Scaffold a new app, API, backend, fullstack project, mobile app, polyglot service, monorepo, or starter with Better Fullstack.

Marve10s/Better-Fullstack

Contribute to the DashClaw codebase — architecture, scaffolding, tests, CI

ucsandman/DashClaw

Launch and watch Guaardvark's Swarm Orchestrator: parallel coding agents, each in its own git worktree, working a markdown plan and merging back deterministically.

guaardvark/guaardvark

Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases.

Azure/azure-sdk-tools

Discover and create a new application from a scaffold-mcp boilerplate.

AgiFlow/aicode-toolkit

A skill your agent uses for maintainer-requested pull request repairs in kicad-mcp-pro; maps changes to repository-native validation gates and safety constraints.

oaslananka/kicad-mcp-pro

5-dimension scorecard (0-100, grade A/B/C/F) for a scaffolded harness.

ruvnet/metaharness

Upgrades mcpc package versions and their dependencies. An agent skill from mcpc-tech/mcpc.

mcpc-tech/mcpc

Generate and maintain BPMN 2.0 diagrams linked to Gherkin scenarios

WellApp-ai/Well

MemoryWhale debugging; compiler failures; terminal diagnostics.

wuisabel-gif/MemWhale

Build and release pipeline for the Pump SDK — tsup TypeScript builds, Cargo release profiles, semantic release with commitizen, npm publishing, linting, Makefile targets, Vercel deployment, and MCP…

nirholas/pump-fun-sdk

Qualify a Roam commit or accumulated batch for package, website, or server publication; reconcile source, tests, review, CI and deployed identities, and identify the next authorized release step.

Cranot/roam-code

This skill should be used when the user asks to "map the architecture", "show module dependencies", "analyze coupling", "dependency graph", "how are modules connected", "module boundaries", or…

adamthewilliam/grepika

Review pull requests in mcp-linear for MCP-specific risks. An agent skill from tacticlaunch/mcp-linear.

tacticlaunch/mcp-linear

A skill your agent uses when controlling Rove tasks, parallel coding attempts, hosted agent sessions, task lifecycle, or the daemon-owned issue tracker from a shell.

Sma1lboy/rove

Drives the basemind code-intelligence tool from the command line for symbol search, callers, git history and blame, document search and web crawling, sharing its cache with the MCP server.

Goldziher/basemind

Rank root-cause hypotheses and propose the smallest safe fix.

antonbabenko/deliberation