MCP Server Directory

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

Waggle

Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.

Wick

Browser-grade web access for AI agents. Fetches any webpage, returns clean markdown.

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

io.github.RudrenduPaul/taskswarm

Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

io.github.Ansvar-Systems/uk-farm-safety

UK farm health and safety — HSE guidance, machinery, COSHH, children on farms

io.github.tesults/tesults-mcp

Ask your AI agent why your tests are failing. Instant analysis on failures and regressions.

fixture.email — Email Testing for Agents

Disposable test mailboxes on a real domain: send, receive and assert on real email.

Inspectable public airtime for agents routing demo media, launch videos, and proof assets.

China A-share market data for research, backtesting and AI agents via MCP.

io.github.the-staq/tradestaq-mcp

AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio management.

io.github.woladi/macos-vision-mcp

Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.

AgentForge

Turn rough requests into rigorously structured prompts, for any coding agent.

Hypeline

Give an AI agent eyes on the web: turn any feed, page, or stream into deduplicated change events.

io.github.RudrenduPaul/teamspend

Compares AI coding tool spend before and after a migration via MCP tools.

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.

com.vp0/vp0-mcp

Search & import free iOS app-design starters from VP0 into your AI builder.

Persistent personal memory for AI assistants — save, search, and recall across every MCP client.

io.github.sendblue-api/sendblue-browser-mcp

Drive a stealth-patched Chromium daemon: navigate, screenshot, eval JS, attach over CDP.

io.github.theYahia/robokassa-mcp

MCP server for Robokassa payment API — generate payment URLs, check invoice status. First MCP for R

Magento Cloud MCP Server

MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required

io.github.woladi/pseudonym-mcp

Pseudonymizes sensitive data before it reaches cloud LLMs and restores it on the way back.

i18n-agent

AI-powered translation for 48 languages with context-aware quality

io.github.jeanlopezxyz/mcp-alertmanager

A Model Context Protocol (MCP) server for Prometheus Alertmanager