io.github.Gomess8/voice-quality-api

Measure voice/VoIP path quality -> estimated MOS + live network metrics

io.github.NVIDIA/Model-Optimizer/deployment

Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM. Use when user says "deploy model", "serve model", "start vLLM server", "launch SGLang", "TRT-LLM deploy", "AutoDeploy", "benchmark throughput", "serve checkpoint", or needs an inference endpoint from a HuggingFace or ModelOpt-quantized checkpoint. Do NOT use for quantizing models (use ptq) or evaluating accuracy (use evaluation).

io.github.SAIHM-Admin/saihm-mcp

Sovereign encrypted memory for AI agents. 8 MCP tools. GDPR erasure. Runnable offline demos.

com.microsoft/nuget

A Model Context Protocol (MCP) server for NuGet.

io.github.werebear73/sipnav-mcp

MCP server for the SIPNAV VOIP switch.

io.github.martindfarre/artifactos

Save, version & share AI-generated HTML artifacts (canvases, dashboards, apps) as links.

io.github.schemacrawler/schemacrawler-ai

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

one.faf/claude-faf-mcp

Persistent project context for Claude. IANA-registered .faf format.

money.bankbridge/server

Read-only bank access for your AI agent. Connects Claude, ChatGPT, Cursor, Gemini, Codex.

io.github.Periskop-ai/shopping-discovery

Product discovery for AI agents: ranked products and bundles from the open merchant web.

io.github.coe0718/deskbrid

Linux automation. 125 MCP tools: windows, input, screenshots, clipboard, print, AT-SPI. 9 DEs.

io.github.ComposioHQ/composio

Connect AI agents to 1000+ apps with managed authentication and tool-calling.

com.deerdawn/deerdawn

AI session memory: the brief your AI reads before every session so no session starts cold.

io.github.pipeworx-io/phone

Phone number validation MCP.

io.github.wondelai/skills/refactoring-patterns

Apply named refactoring transformations to improve code structure without changing behavior. Use when the user mentions "refactor this", "code smells", "extract method", "replace conditional", "technical debt", "move method", "inline variable", "decompose conditional", or "clean up this messy code". Also trigger when cleaning up legacy code, preparing code for new features by restructuring, or identifying which transformation fits a specific code smell. Covers smell-driven refactoring, safe transformation sequences, and testing guards. For code-quality foundations, see clean-code. For managing complexity, see software-design-philosophy.

io.github.wondelai/skills/refactoring-ui

Audit and fix visual hierarchy, spacing, color, and depth in web UIs. Use when the user mentions "my UI looks off" (or amateur/unprofessional), "fix the design", "Tailwind styling", "color palette", "visual hierarchy", "design system", "spacing scale", or "component styling". Also trigger when building consistent design tokens, creating dark mode themes, improving data-visualization clarity, or polishing UI details before launch. Covers grayscale-first workflow, constrained design scales, shadows, and component styling. For typeface selection, see web-typography. For usability audits, see ux-heuristics.

io.github.Copenhagen0x/solana-security-mcp

Scan Solana/Anchor code against the Solana Security Standard and serve the ruleset to MCP clients.

com.eveoy/mcp

Your Eveoy expert in any AI — learn how it works, get a price, and order real in-store visits.

io.github.cyanheads/gbif-biodiversity-mcp-server

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

io.github.IntelCue/intelcue-mcp

Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.

io.github.hashgraph-online/awesome-codex-plugins/css-math-units

Explain, derive, and debug CSS math for measurement units, calc(), min(), max(), clamp(), custom properties, inheritance, em/rem scaling, percentages, viewport units, and box model formulas. Use when CSS dimensions compute unexpectedly, when mixing units, when building scalable spacing/type systems, or when reviewing box sizing and inherited values.

io.github.hashgraph-online/awesome-codex-plugins/css-grid-math

Derive and debug CSS Grid layout math for grid coordinates, line placement, spans, negative indexes, fr units, minmax(), fit-content(), repeat(), auto-fill, and auto-fit. Use when building grid systems, explaining track sizing, troubleshooting fr distribution, placing items by line numbers, or converting a layout sketch into CSS Grid formulas.

io.github.hashgraph-online/awesome-codex-plugins/docker-to-sealos

Convert Docker Compose files or installation docs into production-grade Sealos templates. Use when user has a docker-compose.yml and wants a Sealos or Kubernetes template, wants to migrate from Docker Compose to Sealos, needs to convert container orchestration configs to Sealos format, or mentions compose-to-template conversion. Also triggers on "/docker-to-sealos".

io.github.nyuchi/mukoko-news

Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.