Find MCP servers to give AI agents superpowers

6

This MCP server provides seamless access to the Codeforces API through a standardized Model Context Protocol interface. It allows you to interact with Codeforces contests, user data, submissions, and...

Integrates with Codeforces competitive programming platform to retrieve contest information, user profiles, submission h...

Codeforces

6

Pacman MCP Server is a Model Context Protocol server that enables LLMs to search and retrieve information from package repositories like PyPI, npm, crates.io, Docker Hub, and Terraform Registry. It pr...

Integrates with package repositories including PyPI, npm, crates.io, Docker Hub, and Terraform Registry to search and re...

Package Manager

6

This MCP server for Haskell allows you to define and execute structured prompts and tools using a type-safe approach. It enables communication between your Haskell code and MCP clients through a simpl...

Enables developers to define and expose strongly-typed MCP prompts and tools using Haskell's type system with minimal bo...

Haskell Type-Safe MCP

6

The Kestra Python MCP Server provides an interface between Kestra workflow orchestration and AI coding assistants through the Model Context Protocol (MCP). This server allows AI tools to interact with...

Integrates with Kestra workflow orchestration platform to enable natural language control of data pipelines, execution m...

Kestra

6

The AlsoAsked MCP Server provides access to Google's "People Also Ask" data through the AlsoAsked API, enabling SEO research and content optimization with hierarchical question data from search result...

Integrates with Google's AlsoAsked API to retrieve hierarchical "People Also Ask" question data for SEO research and con...

AlsoAsked

6

This QR code generation MCP server allows you to create customizable QR codes from text, supporting multiple transport modes and offering a convenient way to integrate QR code functionality into your...

Generates QR codes from any text including Chinese characters with customizable styling options like colors, box size, a...

QR Code Generator

6

The MacOS Clipboard MCP Server provides access to your macOS clipboard content from AI assistants, enabling them to view text, images, and binary data directly from your clipboard through the Model Co...

Integrates with the MacOS clipboard to enable reading and writing of system clipboard content for text processing and da...

MacOS Clipboard

6

XiaozhiMCP-MapNAVI is a powerful MCP (Model Context Protocol) tool that integrates with Amap API services, enabling AI language models to access geographic information, weather data, and route plannin...

Integrates with Amap API to provide location-based services including geocoding, weather information, driving routes, an...

Amap Navigator

6

The WeatherXM PRO MCP Server enables access to weather station data, observations, and forecasts through the Model Context Protocol. It provides a bridge between WeatherXM PRO APIs and MCP clients, al...

Integrates with WeatherXM PRO APIs to provide access to hyperlocal weather data, historical observations, and forecast p...

WeatherXM PRO

6 3.2K

This MCP server extracts data like i18n translations and SVG components from TypeScript/JavaScript source code into structured JSON configuration files or individual SVG files. It helps you separate y...

Extracts data from TypeScript/JavaScript code into JSON configuration files, facilitating code refactoring and improved...

Data Extractor

6

The MCP Bybit API Interface provides a convenient way to interact with the Bybit cryptocurrency exchange API through the Model Context Protocol. It allows you to fetch market data, manage account info...

Provides a bridge to the Bybit cryptocurrency exchange API for market data retrieval, account management, and order exec...

Bybit Exchange API

6

QRCode_MCP is a Model Context Protocol (MCP) server designed to generate simple QR codes with customizable styles. This tool integrates with AI assistants like Claude to enable QR code generation capa...

Generates QR codes.

QR Codes

6

This MCP server provides a Zettelkasten-based memory system for Claude, allowing persistent context awareness across multiple coding sessions. It creates a "living" memory system that evolves as new i...

Provides persistent memory capabilities for coding contexts using ChromaDB vector storage and semantic search, enabling...

A-MEM (Agentic Memory)

6

MCP Diagnostics is a specialized server designed for Trae IDE that enables AI agents to access real-time diagnostic information (errors, warnings, and hints) from your project, allowing for smarter co...

Connects to VS Code diagnostics via Debug Adapter Protocol to retrieve error messages, warnings, and diagnostic informat...

VS Code Diagnostics

6

Go-MCP-Postgres is a ready-to-use Model Context Protocol (MCP) server for interacting with PostgreSQL databases. It provides tools for CRUD operations with options for read-only mode and query plan ch...

Enables secure interaction with PostgreSQL databases for schema management and CRUD operations with safety features like...

PostgreSQL

6

The CoinStats MCP Server provides access to cryptocurrency market data, portfolio tracking, and news through the CoinStats API. It allows you to integrate cryptocurrency data into your applications us...

Provides real-time cryptocurrency market data, portfolio tracking, and news through direct access to the CoinStats API f...

CoinStats

6

An MCP (Model Context Protocol) server that enables sending prompts to Gemini 2.5 Pro with embedded file contents. This tool helps get second opinions or detailed code reviews by leveraging Gemini's l...

Provides tools for sending prompts to Gemini 2.5 Pro with full file context, enabling second opinions and expert code re...

Sage (Gemini 2.5 Pro)

6

This MCP server allows your Claude Desktop to integrate with Zerocracy, a platform for automated project management. By configuring your Claude Desktop with this MCP server, you can establish a direct...

Provides a bridge between Zerocracy's project management platform and development teams, offering actionable recommendat...

Zerocracy

6

The YugabyteDB MCP Server allows LLMs to directly interact with your YugabyteDB database, enabling capabilities such as listing tables and running read-only SQL queries. It's compatible with various M...

Enables read-only database exploration and analysis through secure query execution and schema summarization for Yugabyte...

YugabyteDB

6 2.2K

The Redis MCP Server provides access to Redis database operations through the Model Context Protocol (MCP). It enables AI assistants to interact with Redis databases, supporting various Redis commands...

Bridge to Redis databases, enabling fast in-memory data operations for AI workflows.

Redis

6

The JSON MCP server is a powerful tool that enables Large Language Models (LLMs) to efficiently work with JSON files. It provides specialized functionality for splitting, merging, and manipulating JSO...

Provides tools for splitting large JSON files into manageable chunks and merging multiple JSON files into a consolidated...

JSON Splitter and Merger

6 4.3K

The HeFeng Weather MCP Server provides weather forecast data for locations in China through the HeFeng Weather API. It allows you to access real-time weather information and forecasts using the Model...

Integrates with the HeFeng Weather API to provide real-time weather information and forecasts for locations in China, su...

HeFeng Weather

6

Pulse CN MCP Server is a powerful tool that provides AI models with real-time trending content from the Chinese internet. Acting as a bridge between AI systems and popular Chinese social media platfor...

Provides real-time access to Weibo trending topics through a TypeScript/Node.js server that delivers Chinese social medi...

Weibo Hot

6

GitHub Repos Manager MCP is a comprehensive Model Context Protocol server that enables direct interaction with GitHub repositories using only a personal access token. It provides 89 tools for reposito...

Integrates with GitHub's REST API to provide repository management, issue tracking, pull request handling, file operatio...

GitHub Repos Manager

6 3.3K

The TestRail MCP Server is a specialized server that implements the Model Context Protocol, allowing AI tools to interact with TestRail's core entities like projects, test cases, runs, and results thr...

Bridges TestRail's test management platform with AI tools, enabling interaction with projects, test cases, runs, results...

TestRail

6

The cargo doc MCP server manages Rust documentation through cargo doc commands, providing tools to check, build, and search Rust documentation locally. It enables you to access crate documentation, li...

Streamlines Rust documentation workflows by providing tools for building, managing, and searching crate documentation th...

Docs.rs

6

Integrates with Excel using XLwings to enable automated data manipulation, analysis, and reporting for business workflow...

Excel Master

6

The Perplexity MCP Server implements Anthropic's Model Context Protocol (MCP) to enable Claude to interact with Perplexity's language models. This server acts as a bridge, allowing Claude to use Perpl...

Integrates with Perplexity AI's language models, enabling enhanced interactions through chat completions and single-quer...

Perplexity

6

This MCP server provides semantic search over your Obsidian vault and makes your recent notes accessible to MCP clients. It enables you to search your notes using natural language queries and interact...

Integrates Obsidian vaults with semantic search capabilities, enabling context-aware retrieval of personal knowledge.

Obsidian Index

6

This MCP server efficiently serves context to Claude Desktop about Julia documentation and source code, allowing you to quickly access information about Julia packages, modules, types, functions, and...

Integrates Julia documentation and source code retrieval for quick reference and exploration within AI workflows.

Julia Documentation

6

The Image Tools MCP service enables you to retrieve image dimensions and compress images, supporting both URL-based and local file sources. It provides a simple way to work with images through the Mod...

Retrieves image dimensions from URLs and local files with optional compression capabilities through the Tinify API for i...

Image Dimensions

6 893

The Dify Workflow MCP Tool Server enables seamless integration between Claude AI and Dify Workflow using the Model Context Protocol (MCP). This server acts as a bridge, allowing Claude to utilize Dify...

Connects Claude with Dify Workflow to expose workflow capabilities as tools, enabling structured automation through dyna...

Dify Workflow

6

The Solr MCP Server implements the Spring AI Model Context Protocol, enabling AI assistants to interact with Apache Solr search platforms. This server allows capabilities such as searching collections...

Integrates with Apache Solr to provide search, indexing, and collection management capabilities including advanced filte...

Apache Solr

6

The Kibela MCP Server provides seamless integration with the Kibela API, allowing language models to interact with and manipulate Kibela content. This server implements the Model Context Protocol (MCP...

Integrates with Kibela API to enable searching, retrieving, and accessing collaborative documentation for knowledge mana...

Kibela

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