model-context-protocol skills

2,087 tagged model-context-protocol, measured the same way as everything else here.

Browse within: dcc 109knowledge-base 88cloudflare-workers 65claudecode 61NCBI 59obsidian 59servicenow 56autodesk 54chatgpt 48pgvector 46bun 44self-hosted 43houdini 37procedural-generation 37

silly-geese/estonian-mcp

Skill Claude CodeCodex

Use this skill whenever the user is writing, editing, proofreading, or studying Estonian text and the estonian-mcp connector is available — even if they don't explicitly ask. Covers proofreading (spellcheck first, then verify lemma and case forms via lemmatize and analyzemorphology on uncertain words), tone-aware…

not rated 18 yesterday A 294 tokens original Apache-2.0

wani-code-review

98

WaniWani-AI/sdk

Skill Claude CodeCodex

Pre-review quality assurance for any repo in the WaniWani workspace. Run this skill BEFORE creating a PR, before claiming work is done, or when the user says "review", "QA", "check my changes", "pre-review", "ready for review", or anything suggesting they want to validate their work before sharing it. Also trigger…

not rated 17 yesterday A 93 tokens original MIT

release-gatekeeper

99

Destrayon/Connapse

Skill Claude CodeCodex

End-to-end release validation for Connapse — the 'final boss' before any version ships. Downloads the latest alpha from GitHub Releases, deploys an isolated Docker instance (separate from production), then systematically tests every feature: UI via Playwright, API via curl/REST, MCP tools, search quality, security…

not rated 16 yesterday A 183 tokens original MIT

rel-ai-workflow

100

Kyne0328/rel-ai-local-coding-agent

Skill Claude CodeCodex

Use when work must inspect, read, edit, test, build, debug, validate, review, or publish a configured repository through Rel.AI, including local UI or process execution. Do not use when the request needs no repository or local runtime access.

not rated 17 today A 56 tokens original Apache-2.0

security-audit

101

msradam/theodosia

Skill Claude CodeCodex

Use when auditing a web app for security vulnerabilities. Triggers on: 'audit my project', 'how could this get hacked', 'find bugs in this codebase', 'security review', 'pentest', 'bug bounty scope for X', 'GHSA collaborator invite', 'security audit this'. Handles both internal audits (sitting in your own codebase…

not rated 15 4d ago B 250 tokens original Apache-2.0

skeleton

102

1amageek/swift-skeleton

Skill Claude CodeCodex

Extract and navigate a compact structural map and implementation-risk signals for a codebase with the skltn CLI, including declarations, signatures, inheritance, source ranges, parser-range-derived implementation fingerprints, and project-context heuristics. Use when exploring architecture, locating symbols, reviewing…

not rated 15 1mo ago A 115 tokens original MIT

biomed-research

103

nickzren/biomed-agent

Skill Claude CodeCodex

Use when answering biomedical research questions that need source-backed evidence from local MCP servers, including gene, disease, drug, variant, phenotype, study, or clinical-trial questions.

not rated 15 3mo ago A 39 tokens original Apache-2.0

debugging

104

abdullah1854/MCPGateway

Skill Claude CodeCodex

Systematic debugging protocol for finding and fixing bugs. Activates for "debug", "fix bug", "not working", "error", "broken", "issue", "fails", "crash", "undefined", "null" problems. Hardened against 169 sessions of real-world friction data.

not rated 15 2mo ago A 63 tokens original MIT

unbrowser

105

protostatis/unbrowser

Skill Claude CodeCodex

Cheap first-pass web discovery without launching Chrome — fetch SSR pages, run bounded JS, find routes/forms/API endpoints, extract structured data, and detect bot-wall or browser-only escalation points.

not rated 15 13d ago A 40 tokens original Apache-2.0

testing-rate-limiting

106

asap-protocol/asap-protocol

Skill Claude CodeCodexCursor

Apply deterministic SlowAPI rate-limiter isolation for FastAPI transport tests, especially to avoid flaky HTTP 429 responses.

not rated 14 yesterday A 29 tokens original Apache-2.0

audit-oe

107

htlin222/audit-oe-skill

Skill Claude CodeCodex

Audit OpenEvidence MCP citations with transitive citation detection, cross-citation contradiction scanning, provenance analysis, and multi-dimensional accuracy scoring.

not rated 14 4mo ago A 29 tokens original MIT

erga-mcp

109

Adr1an04/erga-mcp

Skill Claude CodeCodex

Use immediately when a user shares a job-posting URL—including a bare link or chat preview—and when organizing recruiting records, evaluating career evidence, or proposing a truthful résumé update through Erga MCP.

not rated 13 2d ago A 44 tokens original MIT

elbruno/mcpapp-colorpicker

Skill Claude CodeCodex

This skill should be used when the user asks to "migrate from OpenAI Apps SDK", "convert OpenAI App to MCP", "port from window.openai", "migrate from skybridge", "convert openai/outputTemplate", or needs guidance on converting OpenAI Apps SDK applications to MCP Apps SDK. Provides step-by-step migration guidance with…

not rated 13 5mo ago A 81 tokens original MIT

photoshop-setup

111

dcc-mcp/dcc-mcp-photoshop

Skill Claude CodeCodex

Adobe Photoshop MCP setup — stage and load the adobepy UXP bridge, configure clients, and verify the full server connection.

not rated 13 6d ago A 30 tokens

beiming183-cloud/AutoCAD-MCP

Skill Claude CodeCodex

Define, compare, model, review, and mature industrial products before manufacturing drafting. Use for new products, major redesigns, enclosures, appliances, controls, ports, mechanisms, configurable assemblies, product-quality 3D, CMF, ergonomics, service, motion states, native renders, prototype planning, or any task…

not rated 15 1mo ago A 81 tokens original MIT

tmux-python/libtmux-mcp

Skill Claude CodeCodex

Test an MCP server by driving real CLI agents (Claude, Codex, Cursor, Gemini, Grok, agy, opencode) against it, using isolated tmux sockets and send-keys instead of trusting unit tests alone. Use this whenever verifying MCP-server behavior end-to-end, checking that a local branch or checkout works across installed…

not rated 12 4d ago A 181 tokens original MIT

roborun

115

publu/RoboRun

Skill Claude CodeCodex

Control and query the RoboRun robot server — start/stop patrols and other behaviors, check what the robot sees, read its event timeline. Use when the user mentions the robot, patrols, or asks what the robot is doing.

not rated 12 9d ago B 52 tokens original MIT

adamsjack711-ux/pkgxray

Skill Claude CodeCodex

Audit supplied evidence for AI coding-agent extensions, Codex plugins, Claude Code extensions, and MCP servers using concrete supply-chain security indicators.

not rated 11 16d ago A 36 tokens original MIT

whoop

117

davidmosiah/whoop-mcp

Skill Claude CodeCodex

Unofficial WHOOP recovery, sleep, strain and HRV for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants WHOOP data or actions through an agent.

not rated 11 6d ago A 45 tokens copy · 88% MIT

ragcode-agents

118

MarshallEriksen-Neura/ragcode

Skill Claude CodeCodex

Orchestrate multi-agent workflows through RagCode. Turn a natural-language collaboration pattern (e.g. "Gemini plans, Claude breaks down, Codex implements, Claude reviews") into a validated DAG workflow spec, then run it with the RagCode agent workflow engine. Trigger when the user asks to coordinate multiple AI…

not rated 11 1mo ago A 96 tokens original MIT

mcpli

119

juanibiapina/mcpli

Skill Claude CodeCodex

CLI tool for interacting with MCP (Model Context Protocol) servers. Use when invoking MCP tools, managing MCP servers, or working with MCP-based APIs. Triggers on "MCP server", "mcpli", "invoke MCP tool", or any MCP server interaction.

not rated 11 1mo ago A 56 tokens

oathmcp

120

OATH-md/OathMCP

Skill Claude CodeCodex

Find, inspect, and run OathMCP's established clinical calculators with explicit units, clarification of ambiguous model, population, variant, or input choices, and source-linked results. Use when a user explicitly invokes OathMCP or asks to calculate, score, estimate, stage, screen, compare, or identify a supported…

not rated 11 yesterday A 91 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: