Discover Awesome MCP Servers

MCP Apps Todo

A Todo app leveraging MCP Apps to provide interactive UI within conversations, allowing users to manage todos via Claude Desktop or Claude Code.

MCP Server

This MCP server provides tools like weather lookup and follows the Model Context Protocol for tool calling, resource sharing, and prompt templates.

Naukri MCP Server

MCP server for scraping and managing Naukri job postings, with tracking, filtering, and Excel export capabilities.

MCP SQLite Server (Read-Only)

Enables AI agents to safely inspect and query a SQLite database through read-only MCP tools for listing tables, describing schemas, and running paginated SELECT queries.

Weather MCP

A Model Context Protocol server that enables natural language weather queries for global cities, integrating with OpenWeather API to provide real-time weather information in an easy-to-read format.

Element MCP Server

Connects Claude with Matrix/Element to read and search messages across rooms. Enables listing rooms, viewing room information, retrieving message history, and searching conversation content from your Matrix account.

Roblox Studio MCP Server

Enables AI tools to read the Roblox Studio game tree, edit scripts, insert models, and run playtests via the Studio MCP interface.

BeyondTrust EPM MCP Server

Enables management of BeyondTrust Endpoint Privilege Management (EPM) through natural language, supporting policy, computer, user, group management, file inspection, audit monitoring, and admin access requests.

Oceanir Memory

Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.

Ares DevOps MCP Server

An MCP server that provides seamless interaction with Azure DevOps Git repositories, enabling users to manage repositories, branches, pull requests, and pipelines through natural language.

@zhigang1992/uploadfile-mcp

An MCP server that enables users to upload local files to S3-compatible storage and retrieve shareable public URLs. Files are automatically organized into unique UUID-based folders to prevent naming conflicts while preserving original filenames.

Code Understanding MCP Server

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

minecraft-mcp

A set of MCP servers that allow AI assistants to control a Minecraft server and client, including running commands, managing plugins, taking screenshots, and calling arbitrary API methods via reflection.

mcp-doc-analyzer

An MCP server for document analysis that provides 21 tools for reading, text analysis, summarization, and data statistics, enabling AI clients to process and understand documents efficiently.

biosamples-mcp

Validates biological sample metadata against ENA checklists, recommends appropriate checklists, and retrieves checklist field definitions via MCP tools.

Android Tester MCP

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

NHN Server MCP

Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.

Skald MCP Server

Chat with your Skald knowledge base, add and update new knowledge, and search through memos.

CodePilot

An autonomous AI software engineer and MCP server that uses LangGraph and a hybrid RAG index to autonomously edit, test, and debug codebases.

worldlabs-mcp

MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds from text, images, panoramas, multi-view sets, or video, and grounding a voice agent in scene coordinates.

data-explore

An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.

Conselho Regional de Odontologia PR: Cadastro

Enables querying the official registry of the Regional Council of Dentistry of Paraná (Brazil) for professional registration data. It provides a read-only tool to consult official records via natural language.

billy-mcp

An MCP server for Danish accounting via Billy.dk API, enabling natural-language control over invoices, bank lines, reports, and more, with a write-guard for safety.

Dependency-Track MCP Server

Enables querying projects, fetching findings, triggering analysis, uploading CycloneDX BOMs, and checking async token status for OWASP Dependency-Track.

Statos MCP Server

MCP server that connects AI assistants to the Statos football analytics platform, enabling natural language queries for match predictions, betting picks, league information, and admin market-suppression controls.

Notion MCP Server

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid exposing secrets in plain text.

USolver

A best-effort universal logic and numerical solver interface using MCP that implements the 'LLM sandwich' model to process queries, call dedicated solvers (ortools, cvxpy, z3), and verbalize results.

coherence-mcp-server

Enables AI agents to interact with the Coherence Network platform, allowing them to browse ideas, record contributions, and access governance features via natural language.

ibkr-mcp

An MCP server that turns Interactive Brokers into a question-answering portfolio analyst.