Discover Awesome MCP Servers

Advanced MCP Features

A workshop repository teaching advanced Model Context Protocol features for building AI-connected apps with deeper integration capabilities.

harvest-mcp-server

MCP server for Harvest time tracking. Manage time entries, start/stop timers, handle projects, clients, tasks, and generate time and expense reports via the Harvest API v2.

Google Cloud Storage MCP Server by CData

Google Cloud Storage MCP Server by CData

Yahoo Finance MCP Server

Enables AI assistants to access Yahoo Finance data including stock information, news, price history, options, and earnings via MCP tools.

PeopleBox ATS MCP Server

Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manage candidates, positions, and recruitment pipelines. It provides tools for searching candidate profiles, adding notes, and tracking application timelines through natural language interfaces.

Conducted MCP

An MCP server that helps AI agents plan and track software projects using the Conducted Development methodology, providing artifact validation, kickoff guidance, and project rituals.

knot

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

Google Search Console MCP Intel Engine

Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.

Credential Manager MCP

Credential Manager - MCP server providing AI-powered tools and automation by MEOK AI Labs

PDF RAG MCP Server

A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Generation) capabilities for PDF documents. This server uses ChromaDB for vector storage, sentence-transformers for embeddings, and semantic chunking for intelligent text segmentation.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

Capsule Bash Server

Sandboxed Bash for Agents. Full state capture on every command.

SEO Insights MCP Server

Connects AI assistants to SEO APIs for backlinks analysis, keyword research, and traffic analysis.

gq-insight-mcp

Enables semantic search and grounded answering over customer-research interviews, with every answer traceable to source quotes.

vk-ads-mcp

Enables managing VK Ads campaigns via MCP clients, with read-only by default and optional write operations for campaign management.

clelp-mcp-server

Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with community ratings. Find the best tools by category, compatibility, and real user reviews.

Google Search Console Audit MCP

Read-only MCP server for Google Search Console: performance queries, URL inspection, indexing checks, sitemaps, and one-call HTML SEO audit reports.

Weather MCP Server

基于HelloAgents框架的天气查询MCP服务器，支持12个中国主要城市实时天气查询，使用wttr.in API无需密钥。

transcend-mcp-server

AI-powered route optimization MCP server for heavy vehicles and logistics. Calculate truck-optimized routes, predict traffic congestion with LSTM neural networks, compute toll costs, fuel costs and CO2 emissions, find truck stops and check weather along any European route.

VisionCraft MCP Server

Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a comprehensive knowledge base and RAVEN engine, enabling accurate and efficient responses.

Redis Graph MCP Server

Enables LLMs and AI agents to query a biomedical knowledge graph stored in RedisGraph, with tools for concept search, synonym enrichment, and study variable discovery through semantic relationships.

BTSP MCP Server

Enables managing BTSP tickets, downloading logs, and searching tickets via natural language.

PhoneBooth MCP Server

Enables AI agents to make real-world phone calls with AI voice technology and provides tools to track call status, transcripts, and summaries. It supports automated communication with both live numbers and simulated businesses for testing and demonstration purposes.

Mevzuat MCP

Provides programmatic access to the Turkish Ministry of Justice Legislation Information System (mevzuat.gov.tr). It enables searching for legislation, navigating hierarchical article structures, and retrieving article content in Markdown format.

CastleCall MCP

Exposes a text-to-speech announcement tool for the CastleCall home PA system on Raspberry Pi. It enables users to broadcast voice messages using local Piper or cloud-based ElevenLabs providers through the Model Context Protocol.

Gemini MCP Server

A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.

QueryForge

A unified MCP server that lets Claude query any SQLite database and build live Streamlit dashboards — all from a single conversation.

social-video-mcp

An MCP server that enables AI agents to play and control YouTube and TikTok videos through a native mpv player window. It supports browsing subscriptions, searching content, managing playlists, and fetching video metadata using authenticated browser cookies.

Basic MCP Server

A minimal demonstration MCP server showcasing basic tools, resources, and prompts functionality. Built as a template for learning and starting new MCP server projects with Smithery SDK.

kevros-mcp

Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.