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.
TiaCommander
AI-assisted PLC programming for Siemens TIA Portal V17–V20 via Openness API.
Backblaze B2 MCP Server
Official Backblaze B2 MCP server for cloud storage buckets, files, keys, Object Lock, and S3-compatible operations.
Huly MCP
Feature-complete MCP server for Huly project management platform integration
Agent Memory MCP
Memory, docs, and repo context layer for engineering agents with typed storage, RAG indexing, and knowledge stewardship.
io.github.teamtrayd/trayd-mcp
Trade Robinhood through natural language in Claude—portfolio analysis, real-time quotes, and order execution.
Convert Figma designs to Flowbite Tailwind CSS components and generate custom branded themes with AI.
Real-time cryptocurrency price data, market analysis, and technical indicators via CoinCap API.
SpecPilot
Generate and validate a .specs/ bundle for spec-driven development with your AI coding agent.
Full Git MCP server for LLM agents — 13 tools, AST analysis, auto-backups, isolated worktrees.
AI-powered hotel search, comparison, and booking for agents and MCP clients—free, unlimited calls, 2M+ hotels worldwide.
Verifiable shared memory for AI agents: signed facts about the physical world, no key required.
Bitrise
Access and manage Bitrise CI/CD builds, tests, and app distribution directly from your AI assistant.
ChatSpatial
Schema-enforced spatial transcriptomics analysis with 20 MCP tools and 66 methods via natural language
io.github.gokmengokhan/endnote-mcp
Search, cite, and read PDFs from your EndNote library directly in Claude Desktop
Control Calendar, Mail, Notes, Reminders, Messages, and any Mac app with AI — fully on-device.
io.github.mcpware/pagecast
Record browser interactions as polished GIF or MP4 demos with auto-zoom tooltips and cinematic effects.
Universal Blockchain MCP
380+ blockchain tools for EVM & Solana: swaps, bridges, staking, lending, DeFi, market data, and x402 payments for AI agents.
io.github.qwe4559999/scopus-mcp
Search Scopus academic papers and retrieve author profiles via AI assistants.
AI-powered Umbraco CMS content management through natural conversation and the Management API.
Vaaya
Pay-per-call API gateway for AI agents with spend controls, no vendor keys, and tokenized stock trading.
Persistent code indexing for AI assistants. 50x less context than grep. 14 languages.
HTTP API layer for LLMs—make requests, manage secrets, and auto-generate tools from OpenAPI specs.
Queryable UniFi API documentation: search endpoints, explore schemas, get code examples—no controller access needed.
Multi-agent consensus code review that catches hallucinations by having AI reviewers verify each other's findings against your actual code.
Analyze code and database impact with Lineai's dependency graph in your AI assistant.
D365FO MCP Server
AI-powered access to Microsoft Dynamics 365 Finance & Operations through Model Context Protocol
memi
Design layer for agentic AI that audits frontend interfaces and surfaces accessibility and design-system risks.
MarkView
Native macOS markdown preview with MCP server for Claude Code—live rendering in a real Swift/SwiftUI window.
memi
Design engineering audit and skill layer for coding agents—catch UI risks before merge.
Memoire
Design CI and interface auditing for Tailwind apps with MCP tools and registry export.