Discover Awesome MCP Servers

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

VoiceAI-MCP-VAVicky

Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits

Solana Metrics MCP Server

Analyzes Solana blockchain metrics from InfluxDB and generates categorized Grafana dashboards for monitoring consensus, network, banking, accounts, RPC, performance, and MEV metrics.

Error Debugging MCP Server

Provides intelligent error detection and debugging capabilities across multiple programming languages with real-time monitoring of build, lint, runtime, console, and test errors. Offers AI-enhanced error analysis with automated resolution suggestions and context-aware debugging.

Promotexter MCP Server

Integrates with the Promotexter SMS API to enable sending single SMS messages and performing detailed account balance inquiries. It provides a secure way for models to manage SMS communications and track transaction costs and credits.

oathe-mcp

MCP server for https://oathe.ai security audits. Runtime behavioral analysis and security scanner for Ai systems. Check trust scores before installing MCP servers, plugins, or AI agent skills.

Kulturpool MCP Server

Provides access to Austrian cultural heritage through the Kulturpool API, enabling search and discovery of cultural objects from major Austrian institutions like Albertina, Belvedere, and the Austrian National Library with progressive filtering and rate-limited security.

PostgreSQL MCP Server

A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.

ACE MCP Server

Implements Agentic Context Engineering to create self-improving AI coding assistants that learn from execution feedback and build persistent knowledge playbooks. Reduces token usage by 86.9% while improving code accuracy by 10.6% through incremental context updates.

Algolia Node.js MCP

Enables natural language interactions with Algolia search and analytics APIs through Claude Desktop. Supports searching indices, managing data, analyzing metrics, monitoring performance, and visualizing insights across your Algolia applications.

NOAA Space Weather MCP Server

Provides real-time NOAA space weather data (solar flares, Kp index, solar wind) and analyzes HF radio propagation conditions for amateur radio operators to determine optimal frequency bands.

mcp2mqtt

This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allowing LLMs to interact with IoT devices and hardware systems through configurable message topics. It enables users to map natural language prompts to specific MQTT commands for controlling devices like Raspberry Pi fans or PWM controllers.

Gemini Research MCP

Provides real-time web research and URL summarization capabilities using Gemini 2.5 Flash with native Google Search grounding. It enables users to perform factual searches and summarize web content directly within MCP-compatible clients like Claude Desktop.

Figma MCP Bridge

Enables Claude to read and manipulate Figma documents in real-time through 62 operations including creating shapes, modifying styles, managing components, and exporting assets via a WebSocket bridge to a Figma plugin.

Sage 50 UK MCP Server by CData

This read-only MCP Server allows you to connect to Sage 50 UK data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Technitium MCP Secure

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API. It provides 20 tools for DNS zone management, record configuration, and server diagnostics with built-in protections like rate limiting and read-only modes.

NLB Singapore Library MCP Server

Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.

EMBA-MCP

An MCP server for EMBA firmware analysis that exposes structured security findings and tools to LLMs. It enables users to programmatically query, reason over, and correlate firmware analysis results such as kernel details, SBOMs, and attack paths.

OptionsFlow MCP Server

Enables advanced options analysis and strategy evaluation through Yahoo Finance data. Supports calculating Greeks, analyzing risk metrics, and evaluating credit spreads, cash secured puts, and covered calls strategies.

Azure Synapse MCP Server by CData

Azure Synapse MCP Server by CData

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly on EdgeOne Pages. Provides simple one-click deployment with KV storage for hosting website files accessible through custom domains.

NeverBounce MCP Server

A Model Context Protocol server that integrates with NeverBounce API to validate email addresses, checking if they are valid, deliverable, and safe to send to.

Israeli Land Authority MCP Server

Provides programmatic access to Israeli Land Authority (רמ״י) public tender data, allowing comprehensive search and filtering of land tenders by type, location, status, and dates.

Confluence MCP Server

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

FixPayment

An MCP server for FixPayment creditors that simplifies account management, status updates, and reporting through plain-English AI interactions (https://fixpayment.org/)

excalidraw-mcp-server

Security-hardened MCP server for Excalidraw with API key auth, rate limiting, real-time WebSocket sync, and 14 diagramming tools

MCP Server with Google OAuth

A Model Context Protocol server that enables secure remote tool connections via Google account authentication.

MarkItDown MCP Server

A Model Context Protocol server that converts over 29 file formats, including PDFs, Office documents, and audio, into structured Markdown using Microsoft's MarkItDown library. It enables AI assistants to process diverse document types through single file conversion and batch directory processing.