Discover Awesome MCP Servers

mcp-context-cache

Efficiently loads, caches, and delivers project file context for AI agents using the Model Context Protocol, reducing multiple file reads to a single call with LRU caching and security validation.

Tableau MCP Server

Enables reading and writing to Tableau Server or Tableau Cloud via the REST API, supporting operations on sites, projects, workbooks, views, and data sources.

EdgeOne Pages MCP

A service that enables rapid deployment of HTML content to EdgeOne Pages and automatically generates publicly accessible URLs for the deployed content.

UI Preset MCP Server

Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

Weather MCP

A weather service MCP server that provides current weather data, resource endpoints, and report prompts for any location.

ygocdb-mcp

ygocdb-mcp

perlerbeadai-mcp

Fuse bead MCP: convert images, generate AI art, matchcolors (CIEDE2000) estimate bead costs.

Twitter MCP Tool

A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.

MCP OAuth Test

Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped tool access and audit logging.

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.

AlpineDataWorks Intelligence Server

Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 driver-backed indices.

VC_replan-mcp

Enables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical security gateway for Claude Code.

cloudwatch-mcp

Enables searching and analyzing AWS CloudWatch logs with support for configurable log groups, time-based searches, and service-specific log stream filtering.

Google Calendar MCP Server

Enables interaction with Google Calendar through OAuth2 authentication, supporting calendar and event management including creating, updating, deleting events with attendees, reminders, and search functionality.

ollama-code-mcp

An MCP server that lets Claude Code delegate coding tasks such as code generation, review, refactoring, and test writing to a local Ollama instance running a Qwen3 model.

web-exposure-mcp

An MCP server that lets an AI agent probe a live URL and confirm whether sensitive files (e.g., .git, .env, source maps) are genuinely served by fetching and validating the content, avoiding false positives.

mcp-server-peecai

Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.

eff-mcp

EFF MCP server enables ethical analysis and refinement of user stories using the Ethics Filter Framework, providing scoring, harm clauses, and acceptance criteria across five ethical dimensions, for integration with MCP-compatible agent platforms.

Tall MCP Server

Provides AI assistants with local access to Filament, Laravel, Livewire, and Pest documentation, enabling offline reference and search.

data-winnipeg

Enables searching and querying Winnipeg Open Data datasets through natural language or SoQL, with tools for datasets, metadata, and row-level data.

Krakenfy Drive MCP

Enables AI agents to automate Google Drive tasks such as provisioning workspaces, reusing templates, inspecting folder structures, updating reports, and sharing files through user-controlled OAuth.

search-docs

Enables AI agents to search local Markdown documents using natural language, with automatic indexing and section-level retrieval.

mcp-foundry

A guarded MCP gateway for internal business systems that enforces role-based tool access, row/field-level data filtering, and per-call auditing.

OpenAI MCP Server

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

midas-bridge-mcp

Enables Claude to directly control Midas Civil NX for bridge structural analysis, allowing users to model, apply loads, and perform analysis through natural language descriptions.

YouTube MCP Server

Integrates with YouTube's Data API to enable video search, detailed video information retrieval, and transcript fetching with multi-language support and async performance.

DB_Talk

Enables natural language interaction with SQLite databases using LangChain and FastMCP, allowing users to query, insert, update, and delete data via conversation with safety confirmations.

Google Search MCP Server

Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full article content into clean markdown.

MongoDB MCP Server

Enables interaction with MongoDB databases through MCP protocol. Provides containerized deployment with Docker support for database operations and management.

fiMCP

Provides stock market data and technical indicators (RSI, Bollinger Bands, SMA, EMA) via AlphaVantage API.