MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Fidelis Memory
Local memory for AI agents: save and retrieve your notes without forgetting the details that matter.
Rails Agent Skills
Rails development skills and workflows for AI agents via MCP.
UI Verify
Visual regression testing for coding agents: catch unintended UI changes on every PR.
Rogue Binary MCP
Binary analysis and reverse engineering tools via MCP for security research.
Porkbun DNS 🐷
Manage DNS records, domains, DNSSEC, and SSL certificates via Porkbun API through Claude and Cursor.
Virtual travel avatar on Google Maps with AI image generation and SNS integration for MCP clients.
Open marketplace for humans and machines to hire, work, and earn in USDC on Sui.
io.github.operantlabs/operant-mcp
51 security testing tools for penetration testing, forensics, and vulnerability assessment
Open-source social media publishing platform with AI workflows, design tools, and multi-platform scheduling.
RTFM
Index code, docs, PDFs, and data—retrieve the right context instantly for your AI agent, locally and free.
io.github.rosasynthesiz/flstudio-mcp
Control FL Studio with Claude: AI-driven mixing, diagnosis, composition, and arrangement through natural language.
Persistent memory for AI coding agents—local SQLite + vector search, 19 MCP tools, zero cloud.
Bridge Claude/Cursor to OpenAI Codex CLI for code analysis, review, and AI-assisted refactoring.
MCP Document Reader
Read DOCX, PDF, Excel, and TXT files directly in Claude and Cursor with a unified MCP tool.
tech.kasabeh/baton
Convert coding-agent sessions between Claude Code, OpenCode, Codex, and 6+ others—keep context and continue mid-task.
Derive
Publish agent output to permanent versioned URLs, get team feedback, and revise collaboratively.
ai.byteask/embedded-docs
Page-cited retrieval for embedded docs, datasheets, and firmware references—exact facts for coding agents.
Analyze stocks with summaries, price targets, and analyst recommendations via MCP.
SpriteCook
Generate pixel art sprites, tilesets, and animations for 2D games with AI.
com.runmemento/memento
Local-first, LLM-agnostic memory layer for AI assistants—one place to store preferences, decisions, and knowledge across any MCP-capable AI client.
QRcodly
Create, customize, and track QR codes with URL shortening and analytics
Servonaut
Unified TUI for managing AWS, Hetzner, OVH, and SSH servers with AI chat, CloudWatch logs, IP banning, and MCP integration.
LibreJustice
Free search engine for French and European case law, legal texts, and public notices via MCP.
Django Admin MCP
Expose Django admin models to AI agents via MCP with CRUD, actions, history, and permission-respecting access.
Funplay Godot MCP
AI-powered Godot Editor addon that lets Claude, Cursor, and other AI assistants build games directly in your project.
RAGScore
Generate QA datasets and evaluate RAG systems with failure diagnosis using any LLM.
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUILD via MCP.
Roslyn CodeLens
Roslyn-powered semantic analysis for .NET codebases: type hierarchies, call graphs, refactoring, test coverage, and IL inspection.
NetLogo MCP
Create, run, and analyze NetLogo agent-based models through natural conversation with AI.
Red Hat Lightspeed MCP
Connect Claude and other LLM agents to Red Hat Lightspeed services for advisor, inventory, and remediation tasks.