A MCP server that returns the current, up-to-date version of packages you use as dependencies in a variety of ecosystems, such as Python, NPM, Go, or GitHub Actions. It also supports looking up the l
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 co
**AI code quality gate** that catches what traditional linters can't — hallucinated packages, phantom dependencies, stale APIs, context breaks, and security anti-patterns in AI-generated code. ✅
**Giving AI coding assistants a memory that actually persists.**
Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with hig
Scan files and directories to map code structure and navigate large codebases faster. See a compact overview of key elements to decide what to read next. Search for specific structures—like tests, a
Connect Claude Desktop (or other MCP clients) to your Google Docs and Google Drive!
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context.
MCP server that gives AI agents access to real-world people who listed themselves to be hired by agents. 31 tools including search by skill/location/equipment, job offers, job board listings, in-job m
MCP server that gives AI agents (Claude Code, Cursor, Windsurf) real interactive terminal sessions — REPLs, SSH, databases, Docker, and any interactive CLI with clean output via xterm-headless, sm