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.

Fail-closed approval layer that freezes destructive agent actions and routes them to a remote inbox for human sign-off.

Search, manage, and monitor Elasticsearch/OpenSearch clusters directly from your AI assistant.

OSS Snowflake MCP Server
Deprecated community MCP server for Snowflake Cortex AI and SQL tooling — migrate to the official Snowflake MCP Server instead.

AsDecided
Read-only access to deterministic engineering decisions stored in your repository, served to agents over MCP.
AI-powered UI automation and debugging for Tauri v2 applications with screenshots, DOM inspection, and IPC monitoring.

PMB AI
Local-first persistent memory for AI coding agents—SQLite-backed, no cloud, no API keys.

Search and explore the Holy Qur'an with advanced Arabic, transliteration, and morphological query support.

Connect RStudio to Claude, Codex, Qwen, Gemini, or Antigravity for interactive R coding and data analysis with AI agents.
Read-only Linux system diagnostics and troubleshooting via MCP with remote SSH support

ProxmoxMCP-Plus
Operate Proxmox VE from AI agents and HTTP tools with unified control for VMs, LXCs, snapshots, backups, and cluster operations.
Search 1,300+ curated Claude agents, MCP servers, skills, and tools directly from your AI client.
Persistent cognitive memory for AI agents—semantic search, Hebbian learning, knowledge graphs, zero LLM calls.

AdLoop
AI command center for Google Ads, GA4, Reddit Ads, and tracking—with safety guardrails and preview-before-change.

Search Console MCP
Unified SEO intelligence from Google Search Console, Bing, and GA4 for AI agents—no more manual exports.

io.github.Shuangshuang007/workopia
Free MCP for global job search, resume tailoring, cover letters, and application tracking.

BankMCP™
Read-only MCP server for your bank accounts via Enable Banking. Self-hosted, one user, no third-party data storage.

Workopia — Job Search
Search 6.3M+ live jobs, tailor resumes & draft cover letters—all via Claude, Cursor, or Windsurf.
Read-only, key-free access to public Spotify metadata, lyrics, and podcasts for LLM agents via MCP.
Record, replay, and fork coding-agent runs byte-for-byte offline—debug agent behavior exactly as it happened.

io.github.ohad6k/emulo
Mine your AI coding session logs into a you.md profile so agents understand how you actually work.

Give AI agents access to Adyen's Checkout API v71 for enterprise payment processing in LatAm.

AI agent access to AFIP's Argentine electronic invoicing (Factura Electrónica) system.

MCP server for Airwallex — cross-border collection, payouts, global accounts, FX, and transfers.

Give AI agents access to Alegra's cloud accounting platform for LATAM invoicing and bookkeeping.

Give your AI agent tools to manage Amazon orders, listings, catalog, inventory, and finances via SP-API.

Connect AI agents to Andreani, Argentina's courier and logistics network.

DEPRECATED: Google AP2 agent-to-agent payment protocol server with no live endpoint.

Give your AI agent Asaas billing tools: Pix, boleto, credit card, and subscriptions in Brazil.
MCP server for Banco do Brasil — Pix, Cobrança (boleto), Conta-Corrente, Arrecadação with OAuth2 + mTLS.






