communication MCP Server
Spanish dialect localization MCP server and CLI. Translate across 25 regional variants with register control, structure preservation, and QA gates.
Discovered via github-topic:model-context-protocol and last synced 1w ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
Translate API docs with table cell-level translation
Example Difference
Equatorial Guinea
Translate comments, preserve code
Argentina
Belize
Check tú vs usted consistency
Auto-translate missing keys
Colombia
Translate while preserving tables, code blocks, links
Research source-backed regional lexeme proposals without mutating runtime data
Peru
Extract only translatable text from markdown
Apply gender-neutral language
Version
Venezuela
**Total: 595 tests across 7 packages** --- ## 🛡️ Security & Quality DialectOS has undergone adversarial security hardening: - **18 CVEs resolved** via dependency overrides - **SSRF protection** on all provider endpoints - **Circuit breaker** with half-open probe locks - **Atomic checkpoint writes** with schema versioning - **HTML injection detection** in translated output - **Semantic drift scoring** — catches "looks valid but meaning changed" - **Provider capability negotiation** — validates language support before API calls - **Chaos harness** for deterministic resilience testing See [`SECURITY.md`](SECURITY.md) for details. --- ## 🎨 Supported Dialects
Uruguay
✅
Full README translation pipeline
Description
Create dialect-specific variants
List all 25 supported dialects
Chile
What it checks
Translate with semantic context, grammar profiles, and quality contracts
Compare locale files for missing keys
Detect dialect from sample text
Spain
Mexico
United States
Philippines (Chavacano)
Google Translate
Batch translate to multiple dialects
Search 300+ source-attributed glossary terms
Andorra
Side-by-side bilingual documents
**662+ tests across 7 packages plus docs contracts, demo-server contracts, and static-hardening checks** --- ## 🛡️ Security & Quality DialectOS has undergone adversarial security hardening: - **18 CVEs resolved** via dependency overrides - **SSRF protection** on all provider endpoints - **Circuit breaker** with half-open probe locks - **Atomic checkpoint writes** with schema versioning - **HTML injection detection** in translated output - **Semantic drift scoring** — catches "looks valid but meaning changed" - **Provider capability negotiation** — validates language support before API calls - **Chaos harness** for deterministic resilience testing See [`SECURITY.md`](SECURITY.md) for details. --- ## 🎨 Supported Dialects
Send messages and upload files to Slack channels using the `slack` CLI. Supports direct messages, channel posts, file uploads, and thread replies.
Bidirectional Telegram bridge — talk to Claude from your phone. Built into OpenPaw.
Discover agents across local node and mesh peers at runtime — their roles, handles, and how to communicate with or delegate to them.
Apply data visualization and storytelling principles from Storytelling with Data by Cole Nussbaumer Knaflic. Covers choosing effective visuals (line, bar, table, scatterplot), eliminating clutter (Gestalt principles, data-ink ratio), focusing attention (preattentive attributes, strategic color), thinking like a designer (affordances, alignment, white space), and narrative structure (three-act story, horizontal/vertical logic, Big Idea). Trigger on "data visualization", "chart design", "dashboard design", "data storytelling", "presentation chart", "declutter chart", "bar chart", "line chart", "data narrative", "slide deck data", "chart review", "viz critique", "storytelling with data".
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
AgentNetworkProtocol(ANP) is an open source protocol for agent communication. Our vision is to define how agents connect with each other, building an open, secure, and efficient collaboration network for billions of intelligent agents.
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