io.github.railwayapp/mcp-server

Railway MCP

Develop, manage, and debug Railway projects, services, and deployments from within agents.

vsftest

NetworkLytics MCP

Analyze YouTube comment networks directly from your AI assistant. **Tools:** - `get_shared_analysis` — Retrieve public share link results (no auth required) - `get_analysis_by_id` — Fetch private analysis by ID (API key required) - `get_api_info` — Get API endpoint information **Returns:** network stats, top influencers, sentiment analysis, topic keywords, and AI-generated insights. Get your API key at https://networklytics.net/accounts/settings/

Ruby on Rails Skills MCP

It is a curated library of **42 public Rails agent skills** and **5 callable workflows** that teach AI tools how to plan, test, implement, document, and review Rails work using production-minded conventions. The project is built around one non-negotiable rule: ```text Write test -> run test -> verify it fails for the right reason -> implement -> verify it passes ``` That TDD gate is encoded directly into the skills and workflows, so agents do not just produce plausible Rails code. They follow a repeatable engineering process.

Kyrgyz News

Access the latest news and trending stories from Kyrgyzstan. Search for specific topics using natural language and follow developing stories across multiple sources through trending clusters. Get comprehensive article summaries and related content to stay informed on local events.

Lightning Tools

Reliable, quick, efficient API tools to help AI agents perform better. Buy credits with Bitcoin Lightning, and use a range of handy API-base tools to work with dates, validation, and much more. Read more at [lightningapi.tools](https://lightningapi.tools)

SpecLock - AI Constraint Engine

AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed constraints, Python SDK, ROS2. Works with Claude Code, Cursor, Windsurf, Cline, Bolt.new, Lovable. 1073 tests. Free and open source. By Sandeep Roy.