Discover Awesome MCP Servers

baltamatica.mcp

Enables AI agents to interact with the Baltamatica scientific computing kernel, executing code, managing variables, and running scripts while preserving workspace state across calls.

@putput/mcp

File uploads for AI agents. Upload, list, and manage files from AI coding assistants like Claude, Cursor, Windsurf, and VS Code Copilot with no signup required.

codememory

Enables AI agents to locally search, query, and understand codebases with token-efficient context, dependency graphs, history, architecture diagrams, and metrics through MCP.

OpenTIA-MCP

An MCP server that lets AI agents interact with Siemens TIA Portal via its Openness API.

tyrekick

Enables AI coding agents to pull, triage, and resolve user feedback pinned directly on live web prototypes via MCP tools.

MCPipe Toolchain

Provides read-only access to Confluence, GitHub, Jira, Figma, Outlook, Teams, and browser automation for AI clients, enabling safe discovery, retrieval, and summarization of company knowledge without modifying source systems.

FieldRoutes MCP Server

Enables Claude to look up customers, check routes, view appointments, pull service history, and access FieldRoutes data directly in conversation.

hot-content-mcp

Provides Baidu hot search and Bilibili trending video data for Claude and Cherry Studio, supporting retrieval, search, and cache management.

pydantic-mcp

An MCP server for inspecting and interacting with Pydantic models and Python type contracts. It enables LLMs to perform deterministic validation, schema generation, model explanation, and Pydantic v1 to v2 migration analysis.

Rentcast MCP Server

Enables intelligent property data analysis through the Rentcast API with optimized API call allocation. Provides comprehensive real estate market insights, property valuations, rental estimates, and listings data with built-in rate limiting and fallback mechanisms.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API through the Model Context Protocol, allowing natural language queries for campaign management and metrics.

Istedlal MCP Server

Provides AI agents with access to file metadata, vector search, and workflow metrics. It enables operations such as file metadata retrieval and semantic search over file embeddings using pgvector.

Appwrite Docs MCP Server

Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.

MEOK Omnibus Tracker MCP

MEOK Omnibus Tracker - MCP server providing AI-powered tools and automation by MEOK AI Labs

P2PA

Headless, peer-to-peer context synchronization for local AI agents. It enables multiple LLM agents to share structured context and resolve state conflicts over a serverless P2P network.

code-repo-mcp

An MCP server that exposes glob, grep, and list_repos tools over a folder containing multiple git repositories, allowing clients to search across repos by name without local filesystem access.

MCP Testing Server

A local testing tool for APIs, web browsers, and phone UI using the Model Context Protocol.

rubber-duck-scraper

Python MCP server that scrapes web pages with JS rendering, structured metadata, tables, PDFs, screenshots, and multi-page crawling.

Enterprise Expense Automation System

Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

obscura-mcp

An MCP server adapter for Obscura, a lightweight Rust headless browser for scraping and AI agent automation.

MCP File Organizer

Enables AI-driven file organization by listing and moving files into structured folders by extension and modification date, based on natural language requests, without reading file contents.

mongodb3-mcp-server

A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and management tools.

mcp-server-kaggle-exec

Enables running GPU-accelerated Python code on Kaggle from any MCP-compatible AI assistant without local GPU hardware.

Kotlin Multi-Agent Orchestrator

Enables end-to-end generation, scaffolding, testing, diagnosis, and auditing of Kotlin applications for Android, Compose Multiplatform, Ktor, and Spring Boot through a coordinated team of specialized agents.

hexpm-mcp

MCP server for querying the Elixir/Erlang package registry (hex.pm) and documentation (hexdocs.pm), enabling package search, inspection, comparison, auditing, and documentation browsing.

AgentTalk MCP Server

Enables AI coding agents to communicate asynchronously via a decentralized, peer-to-peer LAN bridge with automatic discovery and direct messaging.

mcp-permaudit

Audits Claude Code permission settings (.claude/settings.json) via an MCP tool, detecting conflicts and misconfigurations.

MCP Server Template (TypeScript)

A minimal MCP server template for TypeScript with Streamable HTTP transport, bearer-token authentication, and a sample tool, designed for one-click deployment on Render.

Upbit MCP Server

Enables interaction with the Upbit cryptocurrency exchange through public market data tools and optional private trading tools. Supports getting ticker data, orderbooks, trades, account information, and executing trading operations through natural language.

SEI DEX MCP

Enables interaction with decentralized exchanges on the SEI blockchain through natural language commands. Supports token swapping, wrapping, liquidity pool queries, and automated trading strategies on DragonSwap.