Discover Awesome MCP Servers

ssh-admin

MCP server for managing SSH connections to remote servers, providing host registry, session pool, and secure command execution with read-only protection.

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

MinerU Document Explorer

Enables AI agents to search, deep-read, and build knowledge bases from Markdown, PDF, DOCX, and PPTX documents via MCP tools for retrieval, document navigation, and ingestion.

Fusion Toolsmith MCP

A safety-first Autodesk Fusion 360 MCP add-in that enables agents to inspect, plan, validate, and package CAD changes without blindly running raw scripts, with structured tools and preflight checks.

Directus Content MCP Server

Enables Directus users to interact with their data in LLMs, allowing content editors and data analysts to manage content, query collections, and perform data operations using natural language.

SearchAPI MCP Server

MCP server that provides standardized access to Google Maps, Flights, Hotels, and other search services, enabling AI assistants to perform various searches.

MCP Server with File Search Tool

A Model Context Protocol server providing file search and question tools for AI models. Enables keyword search in files with line numbers and integration with external chat services.

NotesY

A Claude MCP integration that allows seamless interaction with Apple Notes through natural language, enabling users to create, update, delete, and search notes.

godotlens-mcp

An MCP server providing 15 semantic analysis tools for GDScript, powered by Godot's built-in Language Server.

mcp-brreg-no

Access Norway's official business register (Brønnøysund Register Centre) via MCP, enabling queries and integration with AI agents.

GLM-4.6 MCP Server

Enables Claude to consult GLM-4.6's architectural intelligence for system design, code analysis, scalability patterns, and technical decision-making. Provides specialized tools for enterprise architecture consultation, distributed systems design, and code review through the Model Context Protocol.

Slack MCP

Enables Slack channel exploration and Salesforce account-to-channel reconciliation through LangSmith Gateway. Supports listing public/private channels, refreshing channel directory, and matching Salesforce accounts to Slack channels.

Semantic Scholar MCP Server

Enables searching academic papers, exploring citation graphs, and looking up authors from Semantic Scholar's database of 200M+ papers.

MySQL MCP Server

A MySQL MCP server for secure database interaction, enabling schema inspection, query execution, and RBAC via AI coding assistants.

MCP Calculator

A simple Model Context Protocol (MCP) server that provides basic calculation functions to Claude. It enables users to perform mathematical operations like addition directly through natural language commands.

ows-mcp-wallet

Enables AI agents to check balances and send transactions across multiple blockchains with automatic spending limit protection and policy enforcement.

@linklee/mcp-server

MCP server for Linklee that enables creating short links, listing links, getting click analytics, and managing workspace tags.

Sauce Labs MCP Server

Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.

Chisel

Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via

MCP Server for SAP OData v4

Exposes SAP OData v4 actions as AI-callable tools, enabling natural language scheduling of background jobs.

Agent Module

Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases for autonomous agent consumption via MCP. Ethics modules mapped to EU AI Act articles. Free 24-hour trial.

Dify Management MCP

Allows programmatic management of a Dify instance, including listing and creating datasets, managing applications, and tool providers.

MCP Jira Server

Enables AI assistants to interact with Atlassian Jira via API token authentication, with 46 optimized tools across modular architecture for CRUD, agile, dashboard, and search operations.

santismm-knowledge

Provides a read-only MCP interface to the Santismm Knowledge Platform, offering tools to retrieve curated content on engineering, AI patterns, architectures, governance, and agent taxonomy with structured output in English, Spanish, and Portuguese.

Pulsar MCP Server

Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.

Local Testing Agent MCP Server

A multi-language testing automation server that enables AI assistants to discover, plan, and execute tests across six major programming languages. It provides comprehensive tools for repository scanning, automated test execution, and detailed coverage reporting.

MCP Memory

An MCP server that gives AI assistants the ability to remember user information (preferences, behaviors) across conversations using vector search technology.

sky-spine-mcp

Automates Spine asset pipeline tasks such as export, texture packing, resource validation, and file summarization through the Spine CLI.

glm-vision-mcp-server

Enables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.