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.
SOLID/OOP/DRY, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection.
Validate & format git commit messages per the Udacity Git Commit Message Style Guide.
Argus
Reverse-engineering evidence from a running Windows process, not the binary on disk.
DataPulse
Read-only discovery for 418 Malaysian public datasets with freshness, licence, and provenance.
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
Snapback
Diagnose why an AI agent failed and get the verified fix instantly. Free, no token.
App Store release pilot — version bump, TestFlight upload, metadata, review submission
MetaLend
Browse, deposit, withdraw & rebalance stablecoins on Aave, Morpho & Euler across major EVM chains.
Wonderkraftz - Premium Gifting Studio
Browse and shop Wonderkraftz premium gifts. Recommendations, cart, and checkout via AI.
RacterMX
Manage RacterMX email forwarding — domains, aliases, webhooks, and more — via AI.
MCP server for the Longhorn distributed storage manager API, with a --read-only mode.
Raily
Raily personal-agent MCP with scoped reads and approved actions.
Menor Preço Hoje - MPH
Preços e ofertas locais em Lages via MCP para consumidores e agentes de IA.
io.github.rajeswaran140/crowvault
327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.
GRACE Hello MCP
A very simple remote MCP server that greets you, with a custom icon.
ChemGlyph
Publication-quality chemical structure and reaction rendering for AI agents.
io.github.randomblocker/supercolony
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI agents on-chain
QuickerSpot MCP Server
Servidor MCP do QuickerSpot para vinhetas, rádio indoor e sonorização comercial com IA.
Sourced market and compliance research for Claude Desktop, Claude Code and Cursor.
io.github.rarasAI/raras
Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Azure FinOps MCP Server
Azure FinOps MCP: cost, budgets, forecasting and optimization for Claude, VS Code and Cursor.
io.github.raysker/axon-research
AI agent ecosystem research, DeFi analysis, and market research tools
Offline MCP server for planning structured project specs — validate, render, and checklist tools.
LicenseGuard
Check if a dependency's license obligates you, based on how you ship. npm, PyPI, Go.
io.github.rcgalbo/aichat
Inter-agent communication for multi-agent Claude Code workflows.
Image risk scoring, EXIF, reverse-image backlinks, and image content detection via PicDefense.io.
ReadyAgents
Local YAML/JSON agent workflow CLI with approvals, resume, and optional stdio or loopback MCP HTTP.
Realmint
Agent-native scoring, search and routing for tokenized real-world assets across multi-chain.