Discover Awesome MCP Servers

vocald

Headless text-to-speech and speech-to-text server with REST and MCP API, supporting Kokoro TTS and Whisper STT.

Weather Israel MCP Server

Enables users to get real-time weather information for Israeli cities through MCP tools, using Playwright to scrape live data and provide it to the language model.

Ghedee Content Hub MCP Server

Enables managing a social media calendar workflow with AI-generated images/videos, including generating media, uploading to Google Drive, and downloading the latest calendar draft.

mcp-emojihub

Enables emoji lookup by category and group, including random emoji selection, using the free EmojiHub API without authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

Jaz AI

The complete agent surface for Jaz accounting, providing 284 MCP tools and domain knowledge for AI agents to handle accounting tasks.

Billingo MCP Server

An MCP server for the Billingo invoicing API (v3) that enables AI assistants like Claude to manage invoices, partners, products, expenses, and more through natural language.

Enhanced Grok Search MCP Server

Provides comprehensive web, news, and Twitter search capabilities using the xAI Grok API with both basic and deep analysis modes. It includes advanced features like timeline generation, sentiment analysis, and built-in reliability through caching and retry logic.

Jupyter Terminal MCP

Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted terminal, using REST API and WebSocket via Selenium for session handling, when SSH is not available.

HumanizerMCP

Detects and removes 24 types of AI writing patterns, offering dual-mode humanization (rule-based and LLM-enhaced) with tools for detection, style transfer, scoring, and batch processing.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

Figma Bridge MCP

Local MCP server connecting AI clients to the Figma desktop app for inspecting and editing Figma documents via the Plugin API.

github-channels

Streams GitHub webhook events (push, PR, issues, CI) into Claude Code session in real-time, enabling live awareness of repository activity.

Medical Research MCP Suite

Enables comprehensive medical research by querying and analyzing data across ClinicalTrials.gov, PubMed, and FDA databases with AI-enhanced cross-database insights, risk assessments, and competitive intelligence.

OpenAPI MCP Server

Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.

codecalc

An MCP server that lets AI models run code in 31 languages, evaluate symbolic math and logic problems, and measure complexity—exposed as 48 tools for execution, session management, translation, optimization, and more.

Whetstone MCP

Captures and encodes developer rejections of AI output into reusable constraints, enabling agents to learn from past mistakes and apply taste consistently across projects.

Slack MCP Server

A Model Context Protocol server that provides read-only access to Slack data including messages, channels, and users through secure API endpoints.

Vínculos Societários MCP

Maps corporate relationships from CPF/CNPJ, revealing participations and related partners for people and companies via a read-only, hosted MCP server.

tsx-query

Semantic React/TSX analysis MCP server that saves 70-90% tokens by using AST to retrieve precise component usages, prop flow, and state update information for AI coding assistants.

OpenArchives.gr MCP Server

MCP server for searching and retrieving Greek academic documents, theses, articles, and scholarly content from OpenArchives.gr.

mcp-debezium

Enables monitoring and managing Debezium/Kafka Connect CDC connectors, including status, configuration, lifecycle operations, and security controls, through natural language in MCP-compatible clients.

better-email-mcp

IMAP/SMTP email MCP server with App Passwords. Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools, multi-account.

mac-audio-router-mcp

Enables AI agents to manage macOS audio routing, device switching, volume control, and multi-zone playback.

Figma Context MCP

Converts Figma designs into structured code context with token-aware styling, enabling AI agents to generate production-level frontend code.

debug-mcp

A smart debugging agent that remembers errors, automatically diagnoses issues, and accumulates solutions for faster resolution.

NitroStack Calculator MCP Server

Provides calculator tools, resources, and prompts for learning NitroStack fundamentals.

Weather MCP Server

Provides access to National Weather Service (NWS) data, enabling users to retrieve active weather alerts for US states and weather forecasts for specific geographic coordinates.

odoo-mcp

Enables Claude to interact with Odoo through 12 MCP tools covering discovery, CRUD operations, and bulk import/export via XML-RPC.