Discover Awesome MCP Servers

OpenReview Python MCP Server

Exposes the structure and documentation of the openreview-py library, enabling LLMs to discover classes, functions, and signatures for accurate code generation. It provides tools for searching the API and retrieving detailed metadata without executing code or making external API calls.

mcp-meteoblue

Enables MCP clients to search for locations, fetch weather forecasts, and retrieve forecast meteogram images through the meteoblue Weather API.

alpha-library

MCP server for searching and retrieving trading knowledge from a centralized SQLite library of book summaries, strategies, and document chunks.

xlsx-for-ai

50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

video-face-masking-mcp

Automatically detects and masks faces in videos and images, supporting mosaic, blur, or solid redaction. Masking is reversible with an encryption key, enabling restoration of original footage for legal review or audit.

Google Maps MCP Server

Provides comprehensive access to Google Maps Platform APIs through MCP, enabling geocoding, places search, routing, and geospatial operations.

Smartling MCP Server

Enables translation management through Smartling's API, supporting project and file operations, job management, quality assurance, glossaries, and translation workflow automation for multilingual content.

Temporal Cortex MCP

Calendar MCP server with atomic booking, conflict prevention, deterministic RRULE expansion, and TOON token compression for AI agents.

AgencyAnalytics MCP Server

Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO rankings through natural language using the AgencyAnalytics API.

mcp-monarch-initiative

Enables querying of the Monarch Initiative biomedical knowledge graph for genes, diseases, phenotypes, and their associations through natural language or direct tool calls.

Keyboard Maestro MCP Server

An advanced macOS automation toolkit that enables AI clients to directly control a machine through deep integration with Keyboard Maestro. It provides a comprehensive suite of tools for executing macros, managing variables, and performing complex system automation with enterprise-grade security.

blew BLE MCP

Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to and communicated with BLE devices, as well as simulate BLE perhipherals.

mcp-llm-eval

A local MCP server that packages LLM evaluation gates as reusable CI/CD primitives, enabling AI agents to run datasets against models, score responses, and enforce quality thresholds.

Salesforce CLI MCP Server

Enables AI assistants to interact with Salesforce organizations through project-based CLI integration, allowing execution of Apex, SOQL queries, object descriptions, and org management using local Salesforce DX project configurations.

taibu

Enables traditional Chinese metaphysics tools like Bazi, Ziwei, and Qimen via MCP, integrating AI analysis for divination and fortune-telling.

FastMCP LangGraph Webinar Demo

A terminal-based MCP server that provides tools like web search, URL fetching, note management, and calculations, and connects them to a LangGraph ReAct agent for multi-step tasks.

claude-appsscript-pro

Enables AI-driven development and management of Google Apps Script projects, including autonomous system construction, real-time debugging, and spreadsheet operations through natural language.

MCP Presentations

Remote MCP server running on Cloudflare Workers that creates PowerPoint presentations with customizable slides, layouts, and bullet points, along with basic calculator functions.

📈 Nasdaq Data Link MCP 🤖

A Nasdaq Data Link MCP (Model Context Protocol) Server

TiDB Database MCP Server

mcp server for tidb

Seiza

A native TypeScript AI orchestration engine and MCP server that coordinates autonomous sub-agents for complex coding tasks using DAG-based parallel execution and multi-agent consensus validation, with a real-time web dashboard.

COBie MCP

MCP server for COBie Excel validation, updates, and PDF extraction.

Browser Tools MCP Extension

Enables AI tools to interact with your browser for enhanced frontend development, providing context-rich capabilities like API call analysis, screenshot capture, element inspection, and API testing with automatic authentication.

@jrmc/adonis-mcp

Enables AI clients to interact with AdonisJS applications through tools, resources, and prompts. Integrates authentication and authorization seamlessly.

unifi-mcp-server

UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector. 8 workflow Prompts (4 fleet-ops + 4 MSP). Read-only.

nousia-23

Enables deterministic, neural-free compilation of natural language into typed intent and canonical receipts, with proof-gated synthesis and governed tool use via read-only compiler functions.

mail-mcp

A generic IMAP and SMTP MCP server that enables AI agents to interact with email accounts for reading, searching, and sending messages. It provides high-level tools for managing email workflows like daily digests and folder organization across any standard email provider.

MCP Weather Server

Provides real-time weather forecasts and active weather alerts for US locations using the National Weather Service API. It enables users to retrieve detailed local forecasts via coordinates and monitor state-specific weather warnings.

clockodo-mcp-server

Enables interaction with the Clockodo time tracking API, providing tools, prompts, and resources for time tracking, HR analytics, and team management with role-based access.

asana-mcp

Enables to interact with Asana through Claude, with read and write tools for tasks, projects, tags, and custom fields, with no destructive operations.