Find MCP servers to give AI agents superpowers

54

The Model Context Protocol (MCP) System Monitor allows Large Language Models (LLMs) to retrieve real-time system information through an MCP-compatible interface. This tool provides monitoring capabili...

Provides real-time system metrics for CPU, memory, disk, network, host, and process statistics using Go and gopsutil, en...

System Monitor

54 794

This MCP server provides an interactive Python REPL environment, allowing you to execute Python code in persistent sessions directly from Claude. The server maintains separate state for each session a...

Provides an interactive Python REPL environment for executing code within conversations, maintaining separate state for...

Python REPL

54

The Academic Paper Search MCP Server enables searching and retrieving academic paper information from multiple sources through a Model Context Protocol implementation. It provides LLMs with real-time...

Integrates with academic APIs to enable searching, retrieving, and filtering scholarly papers across multiple sources fo...

Academic Paper Search

53 1.6K

The DuckDuckGo MCP Server provides search functionality through the Model Context Protocol, enabling Claude and other compatible AI assistants to perform web searches using DuckDuckGo's search engine....

Lightweight TypeScript-based DuckDuckGo search server that enables developers to retrieve search results programmaticall...

DuckDuckGo Search

53 4.2K

The yt-dlp-mcp server lets you integrate video and audio download capabilities from platforms like YouTube, Facebook, and TikTok into LLM systems. It provides features like subtitle downloading, video...

Integrates with YouTube using yt-dlp to enable downloading of videos and subtitles for content analysis and processing t...

YouTube Downloader

53

WebMCP is a system that allows websites to share tools, resources, and prompts with client-side Large Language Models (LLMs) without requiring API keys. It creates a bridge between websites and your l...

Turn any website into an MCP server with customizable tools.

WebMCP

53

This MCP server dynamically translates OpenAPI specifications into standardized Model Context Protocol (MCP) tools, resources, and prompts, enabling AI agents to easily interact with external APIs wit...

Automatically generates MCP tools from OpenAPI specifications, enabling direct access to third-party REST APIs with auth...

OpenAPI

53

The MCP Thinking Server allows you to extract the thinking chain of thought from the Deepseek R1 reasoning model and use it with Claude Desktop or any other MCP client. It bridges these systems to enh...

Extracts reasoning chains from Deepseek R1 model, enabling complex problem-solving and explainable AI.

Deepseek

53 2.1K

The MCP Neo4j Server provides integration between Neo4j graph database and Claude Desktop, enabling you to perform graph database operations through natural language interactions. It allows Claude to...

Integrates with Neo4j graph databases to enable natural language querying, node creation, and complex graph operations f...

Neo4j

53 21.2K

The Atlassian Bitbucket MCP Server allows AI systems like Claude or Cursor AI to securely interact with your Bitbucket repositories, pull requests, workspaces, and code in real time. It implements the...

Integrates with Bitbucket's REST APIs to enable repository management, pull request handling, and workspace operations w...

Bitbucket

53

The MCP server for Axiom enables AI agents to query your data using Axiom Processing Language (APL). It implements the Model Context Protocol to allow Claude to access and analyze information stored i...

Axiom's MCP server enables AI agents to query and analyze large datasets in real-time using Axiom Processing Language.

Axiom Query

53 4.8K

This MCP server integrates with the Wolfram Alpha API, allowing you to query Wolfram Alpha directly. It functions similarly to the "!wa" bang command in DuckDuckGo search, enabling you to solve mathem...

Integrates with WolframAlpha to enable computational knowledge queries, scientific calculations, and data analysis acros...

WolframAlpha

53

The Roo Code Memory Bank MCP Server implements an AI-accessible context management system for maintaining project information across sessions. It provides structured tools that allow AI assistants to...

Implements a file-based project context management system that maintains persistent memory across sessions through struc...

Roo Code Memory Bank

53

The Bing Search MCP Server integrates with Microsoft's Bing Search API to enable AI assistants to perform web, news, and image searches. This server implements the Model Context Protocol (MCP), making...

Enables web, news, and image searches through Microsoft's Bing Search API, providing access to up-to-date information fr...

Bing Search

53

This MCP server for Kokoro Text to Speech converts text to MP3 files with optional S3 upload functionality. It provides a straightforward way to generate speech from text using the Kokoro TTS model....

Converts text to speech using the Kokoro TTS engine with configurable voices, speeds, and languages, supporting both loc...

Kokoro TTS

53

The OpenRouter MCP Server provides seamless integration with OpenRouter.ai's diverse model ecosystem. It offers a unified, type-safe interface to access various AI models with built-in caching, rate l...

Unifies access to diverse AI models via OpenRouter, enabling flexible model selection and usage for applications like ch...

OpenRouter

52 4.3K

Zaturn is an AI-powered data analytics tool that enables you to interact with your data through natural language. It acts as a co-pilot for data analytics and business insights, eliminating the need t...

Connects to multiple database types to enable SQL querying with visualization capabilities while keeping data in its ori...

Zaturn (SQL Data Analysis)

52 9.2K

This MCP knowledge graph server provides a persistent memory system for Claude using a local knowledge graph structure, enabling Claude to remember information across conversations with customizable s...

Provides persistent memory for Claude through a local knowledge graph that stores entities with observations and relatio...

Knowledge Graph

52

Railway MCP Server provides a powerful way to manage your Railway.app infrastructure through natural language interactions with Claude and other MCP clients. You can deploy services, manage variables,...

Integrates with Railway.app to enable management of deployments, monitoring of application performance, and automation o...

Railway

52 9.3K

This MCP server enables conversation-driven code exploration by intelligently breaking files into logical chunks and providing search tools for LLMs to find specific code without using embeddings. It'...

MCPunk provides tools for performing Roaming RAG

MCPunk (Roaming RAG)

52

This MCP server provides real-time and historical cryptocurrency market data through integration with major exchanges like Binance, Coinbase, and Kraken. It enables Claude and other LLMs to fetch curr...

Integrates with major cryptocurrency exchanges via CCXT to provide real-time and historical market data for analysis, tr...

CCXT Cryptocurrency Exchange

52

This simple implementation demonstrates Anthropic's Model Context Protocol (MCP) integration with AWS Bedrock, allowing you to interact with MCP-enabled tools through AWS Bedrock's runtime service. #...

Integrates AWS Bedrock, enabling natural language processing and task automation.

AWS Bedrock

52 861

Workflows MCP serves as a Model Context Protocol (MCP) server that allows you to orchestrate multiple prompts and MCP servers into compound prompting tools. It functions as a dynamic prompting library...

Provides specialized software development tools through a data-driven configuration system that loads tool definitions f...

Workflows

52

Nexonco by Nexgene Research is an MCP server that provides access to clinical evidence from the CIViC (Clinical Interpretation of Variants in Cancer) database. It enables fast, flexible search across...

Connects to the CIViC GraphQL API for precision oncology research, enabling flexible searches across diseases, therapies...

NexOnco (CIViC Precision Oncology)

51

The Knowledge Graph Memory Server provides persistent memory for Claude across conversations using a local knowledge graph. It enables Claude to remember user information and learn from past errors th...

Enables persistent memory and error tracking for assistants using a local knowledge graph structure with transactional o...

Memories with Lessons

51

The Ollama MCP Database Assistant provides an interactive chat interface that connects Ollama's large language models with PostgreSQL databases through the Model Context Protocol (MCP). This allows yo...

Integrates natural language querying with PostgreSQL databases to enable AI-interpreted data analysis without manual SQL...

Ollama PostgreSQL Data Analysis

51

LLDB-MCP is a powerful tool that integrates the LLDB debugger with Claude's Model Context Protocol (MCP), enabling AI-assisted debugging workflows. This integration allows Claude to directly control a...

Enable disassembly, debugging and analysis of native apps via LLDB on macOS and Linux.

LLDB

51

This MCP server provides a specialized documentation service for developers, allowing accurate API lookups and eliminating AI hallucinations when working with framework documentation in tools like Cur...

Documentation crawler service that fetches and serves technical documentation from specified sources, enabling access to...

Documentation Crawler

51

The Obsidian MCP REST Server enables AI assistants to interact with Obsidian vaults through a standardized Model Context Protocol interface. It provides a local REST API that allows reading, writing,...

Integrates with Obsidian via a local REST API to enable reading, writing, and searching notes.

Obsidian

51 3.4K

This MCP server provides access to Google Search Console data through the Model Context Protocol, allowing you to fetch and analyze search analytics data with customizable parameters and reporting per...

Analyze SEO metrics and search performance data.

Google Search Console

51

Think MCP provides a structured reasoning tool for agentic AI workflows, implementing the MCP (Model Context Protocol) server. It adds a "think" tool that allows AI agents to pause and record explicit...

Provides a lightweight 'think' tool for structured reasoning, enabling LLMs to pause, log thoughts, and improve multi-st...

Think

51

This MCP server analyzes your screen using OmniParser and automates GUI interactions based on those insights. It acts as a bridge between AI assistants and your computer's interface, allowing for auto...

Integrates computer vision and automation libraries to enable AI-assisted control of desktop applications through visual...

OmniParser AutoGUI

51

The Jira MCP Server enables natural language interaction with Jira, allowing you to retrieve information and manage projects through AI tools like Claude Desktop and Cursor. This server acts as a brid...

Integrates Jira's project management capabilities with AI systems to automate tasks, track progress, and streamline deve...

Jira

51

The fal.ai MCP Server is a Model Context Protocol server that allows you to interact with fal.ai models and services. It provides a convenient way to access, search, and use various AI models availabl...

Bridges AI systems with fal.ai's machine learning models and services, enabling image generation, media processing, and...

fal.ai

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