18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
Extend your GitLab workflows with additional utilities to enhance productivity and automation. Seamlessly integrate GitLab data and operations into your applications using this server. Simplify complex GitLab tasks with ready-to-use tools and resources.
MCP server for AI-powered network infrastructure management. 74 tools for SSH, monitoring, logs, ACI fabric, and wireless control via Claude/Warp.
AI Git workflow MCP server. Generates conventional commit messages, branch names, PR descriptions, and manages work streams. Works with Cursor, Claude Desktop, Claude Code, Windsurf, and VS Code.
Search, order, and manage eSIM data packages for 190+ countries.
AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.
Access a global network of probes to run network tests like ping, traceroute, http, mtr and DNS
Claude Code reimplemented in Go as a fast AI coding agent runtime with MCP server support.
Comprehensive Godot 4.x integration with live editor manipulation, E2E game testing, auto-screenshot loops, and version-aware documentation queries.
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
MCP server for spawning Claude Code agents in cloned repos — branch your agents
Manage Google Play Store releases, testers, rollouts, and Android Vitals.
Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.
Send friendly greetings, perform quick calculations, check Korea’s current time, and generate images from text prompts. Review code with a structured prompt and access helpful reference info.
Create multilingual greetings and generate custom images for messages, social posts, and branding. Tailor tone, language, and visual style to your audience for polished results. Request a comprehensive code review when working with source code.
Deliver multilingual greetings, perform quick calculations, and generate images from text prompts. Accelerate code feedback with a ready-made code review prompt. Use it for demos, testing, and everyday workflows.
Semantic code search that indexes codebases across multiple programming languages using local embeddings to find relevant code examples based on functionality rather than exact keywords.
Alias for verbiflow-mcp — open-source GTM MCP server for Claude.
Next-Gen AI-Aware Git
Enable seamless interaction with Hacker News directly from Claude Desktop. Browse latest, top, and best stories, view detailed story information, and read comments with clean formatting for enhanced readability. Access Hacker News content effortlessly using natural language or commands.
Discover and search Harvard's course catalog by code, title, or instructor. Explore random course picks to spark inspiration and uncover new subjects. View detailed course info and catalog insights to plan your schedule.
Universal task management for AI coding agents - CLI + MCP server + interactive TUI
Read-only MCP server for Kibana-backed log investigation and schema-aware querying
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search latency.
Greet people by name with a friendly hello. Explore quick interactions to demo and test workflows. Start simple with a minimal experience for experimenting with greetings.