Discover Awesome MCP Servers

Cloudsword

一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具

MCP Coding Agents

A transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.

@kirbah/mcp-youtube

Provides AI agents with token-optimized access to YouTube data, including video details, transcripts, channel statistics, trending videos, and search.

smishing-stop-mcp

Analyzes suspicious messages to detect smishing, messenger phishing, and voice phishing attempts, providing risk assessment, evidence, and action guides in Korean.

reversesandbox-mcp

Enables AI agents to pay for x402 pay-per-use services like web search, scraping, and screenshots using a simple API key and USD balance, without managing crypto wallets.

HR System MCP Server

Enables employee information lookup, directory listing, payroll access, and time-off request management with Okta token validation.

aria-mcp-cvr-dk

Enables looking up Danish companies by CVR number, name, or phone via cvrapi.dk.

AnomalyArmor

Data observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage across your data warehouse via 53 MCP tools.

flyto-indexer

MCP server that gives AI assistants impact analysis, cross-project reference tracking, and code health scoring.

Wildfire MCP Server

Detects, monitors, and analyzes potential wildfires globally using NASA FIRMS, OpenWeatherMap, and Google Earth Engine data.

TrainingPeaks MCP Server

MCP server for TrainingPeaks that reads workouts, fitness metrics (CTL/ATL/TSB), and health data, and creates/updates/deletes planned workouts. Enables AI-powered training plan management and automated adjustment based on performance, fatigue, and injury.

Vision MCP for Reasonix

Provides vision capabilities to Reasonix, enabling analysis of images/videos, OCR, and comparisons via OpenAI-compatible vision models.

mcp-datetime

MCP server providing 10 date and time tools including timezone conversion, date math, cron explanation, business days calculation, and more, enabling LLMs to handle datetime operations.

tts-mcp

Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to synthesize text to speech, run diagnostics, and stop playback, with voice and settings locked per profile.

MCP Server SPARQL

SPARQLエンドポイントにクエリするためのMCPサーバー。

niceassos-spec-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for any MCP client.

mcp-materials

Provides computed (DFT) materials structures and thermodynamic properties through the Pipeworx MCP gateway, enabling AI agents to query materials data via natural language or tool calls.

ShieldAPI MCP

security tools for AI agents: URL safety scanning, prompt injection detection (200+ patterns), email/password breach checks via HIBP, domain & IP reputation analysis, and AI skill supply chain scanning. Free tier (3 calls/day) or pay-per-request with USDC micropayments via x402.

JupyterMCP

Enables AI agents to create, read, edit, and execute Jupyter notebook cells, manage kernels, and connect to remote Jupyter servers.

CGU (Controladoria Geral da União)

MCP server to query records of individuals or companies in the Brazilian Controladoria Geral da União (CGU) by CPF or CNPJ. Read-only, requires prepaid credits.

RELION MCP Server

Enables AI agents to control RELION 5.x cryo-EM structure determination software through natural language, providing 23 tools for the complete single-particle analysis pipeline.

news-volume-mcp

MCP server providing news article mention volume data, weekly series, growth percentages, and a live Google News feed as an AI tool.

mcp-elasticsearch

Enables read-only interaction with Elasticsearch, supporting listing indices, retrieving mappings, and executing search/aggregation queries via MCP.

@hyperstar/mcp

Local stdio MCP server for Hyperstar headless workflows, providing tools for creator search, campaign management, bulk email, and inbox operations.

mcp-ollama-account-rotation

MCP server that routes Ollama Cloud API requests across multiple user-owned accounts with automatic rotation to handle quota exhaustion, rate limits, and failures.

mcp-postgres-full-access-extended

Enables full read-write access to PostgreSQL databases with transaction management and safety controls, allowing LLMs to query and modify database content.

RFQ_SIEMENS_Teamcenter_MCP

Enables Phase 1 upload-to-Teamcenter-draft workflow with file validation, extraction, similarity search, BQ drafting, document generation, approval, and save, including a deterministic mock mode for demos.

gmail-mcp

A Model Context Protocol server that enables full management of Gmail accounts, including messages, threads, labels, and drafts. It leverages the Gmail API to allow searching, sending, and organizing emails via secure OAuth2 authentication.

agente-traduccion-mcp

MCP server for translation and localization workflows. It exposes tools for glossary lookup, translation memory reuse, segment alignment, and demo multicloud translation.

Salyut

Fans out queries to multiple independent free LLMs from different providers and returns their answers side by side, enabling sanity-checking of decisions or getting multiple perspectives during coding sessions.