Development · Model Context Protocol

Recall prior work from past sessions — how a bug was fixed, what was decided, where a pattern lives.

oliver-kriska/claude-elixir-phoenix

Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs.

oliver-kriska/claude-elixir-phoenix

A skill your agent uses when auditing repository documentation for drift, stale statements, broken references, or README mismatches, especially across published docs under doc/ and key entry…

TencentCloudBase/CloudBase-AI-Toolkit

Safety rules, workflows, and tool reference for debugging applications via IntelliJ debugger: breakpoints, debug sessions, stepping, evaluating expressions, inspecting runtime state.

Amplicode/spring-skills

Root cause analysis on production LLM traces. An agent skill from datadog-labs/agent-skills.

datadog-labs/agent-skills

Universal Dolt version-control workflow. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Integrate Shopify's AI Toolkit MCP server with Claude Code for GraphQL validation, Liquid linting, and documentation search.

jeremylongshore/tons-of-skills-marketplace

Advanced Devin Desktop (formerly Windsurf) debugging for hard-to-diagnose IDE, Cascade, and indexing issues.

jeremylongshore/tons-of-skills-marketplace

Analyzes public X/Twitter complaints to detect, cluster, and triage bugs with repo evidence and owner routing.

jeremylongshore/tons-of-skills-marketplace

Calculate charged defect formation energies and transition level diagrams using pymatgen-analysis-defects and atomate2 VASP workflows.

learningmatter-mit/AtomisticSkills

Calculate Pourbaix (pH-voltage) diagrams for aqueous electrochemical stability using water-corrected MLIP energies and pymatgen.

learningmatter-mit/AtomisticSkills

Apply one bounded BSL correction through EDT-MCP with lost-update protection, targeted validation, and minimal diff.

DitriXNew/EDT-MCP

Run a bounded 1C performance profiling experiment through EDT-MCP and collect attributable evidence without leaving profiling active.

DitriXNew/EDT-MCP

Audit backend tasks/spec coverage for Web, site, public agent interfaces, config, and extensibility impact.

compozy/compozy

A skill your agent uses when reviewing a Gerrit change — fetching change details, reading diffs, posting inline comments, and voting with labels.

ambient-code/platform

A skill your agent uses when submitting or preparing a Gerrit change for merge — checking submit requirements, rebasing, resolving comments, and submitting.

ambient-code/platform

Developing, testing, and running Golem skill scenarios with the TypeScript skill harness.

golemcloud/golem

Codex adapter for monitoring and fixing CI failures on opencode-swarm PRs.

ZaxbyHub/opencode-swarm

MCP SiYuan markup guide for rich Markdown written through block and document actions.

yangtaihong59/siyuan-plugins-mcp-sisyphus

Add line-specific review comments to pull requests using GitHub CLI API

NeoLabHQ/context-engineering-kit

Cross-platform issue triage. An agent skill from davepoon/buildwithclaude.

davepoon/buildwithclaude

Suede-owned launch packaging and install verification. An agent skill from JasonColapietro/suede-creator-skills.

JasonColapietro/suede-creator-skills

Generates a Mermaid architecture diagram showing high-level component relationships.

athola/claude-night-market

Chain patterns for multi-phase pipelines: MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreate monitoring.

yonatangross/orchestkit

Memory retrieval internals: knowledge graph orchestration with entity extraction, natural language query parsing, deduplication (85% similarity), and cross-reference boosting over unified recency…

yonatangross/orchestkit

Inspect repositories, review pull requests, triage issues, and follow CI through the GitHub MCP server.

Porabuild/Poracode

Design, create, audit, and improve Claude Agent Skills with expert-level progressive disclosure.

curiositech/some_claude_skills

Design, create, audit, and improve Claude Agent Skills with expert-level progressive disclosure.

curiositech/some_claude_skills

Search an index of public repositories, GitHub issues, merged pull requests, repository READMEs, and curated documentation sites.

firecrawl/skills

Token-efficient library API documentation fetcher using Context7 MCP with 77% token savings.

aiskillstore/marketplace

Use Chrome DevTools MCP from .NET agents and .NET-focused repos to inspect, debug, and automate Chrome through an MCP client.

managedcode/dotnet-skills

Migrates legacy AEM (6.x, AMS, on-prem) to AEM as a Cloud Service via BPA CSV/cache and CAM/MCP discovery, one pattern per session.

adobe/skills

Instruments a pull request with Amplitude analytics that conform to the project's existing taxonomy.

amplitude/builder-skills

Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs, and container images to ECR.

aws/agent-toolkit-for-aws

Create and export diagrams with Excalidraw - whiteboard-style sketches, flowcharts, architecture diagrams via MCP or CLI.

AlexAI-MCP/hermes-CCC

A skill your agent uses whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development…

jeremylongshore/tons-of-skills-marketplace

Generate draw.io network diagrams — native .drawio files with CLI export (PNG/SVG/PDF), plus browser-based Mermaid/XML/CSV via MCP server.

automateyournetwork/netclaw

Query IP Fabric network assurance, intent checks, inventory, paths, and diagrams.

automateyournetwork/netclaw

Investigate, adopt, and verify dependency updates — with special handling for @cyanheads/mcp-ts-core.

cyanheads/pubmed-mcp-server

Runs a budget-aware agent-assisted engineering health audit for instruction/config drift, hooks/MCP, verifier surfaces, and AI maintainability.

ninehills/skills

Hybrid code search (BM25 + vector + KG) with RRF fusion. An agent skill from bobmatnyc/claude-mpm.

bobmatnyc/claude-mpm

Install and configure trusty-memory and trusty-search for persistent AI memory and semantic code search

bobmatnyc/claude-mpm

Код-ревью BSL и изменений 1С. An agent skill from IngvarConsulting/unica.

IngvarConsulting/unica

A skill your agent uses when stuck in circular debugging, when solutions aren't working despite multiple attempts, or when the user expresses frustration with lack of progress.

Microck/ordinary-claude-skills

Integrate and operate Shopline in Taiwan e-commerce context via mcp-shopline.

asgard-ai-platform/skills

Help Azure MCP Server contributors whose PRs or onboarding issues need review, approval, status, or an onboarding buddy.

Azure/azure-sdk-tools

Error pattern analysis and troubleshooting for Claude Code sessions.

yonatangross/orchestkit

Implement, diagnose, refactor, and design pixiv-cli Go changes using its actual CLI, SDK, MCP, account, and storage boundaries.

FlanChanXwO/pixiv-cli