Discover Awesome MCP Servers

jde-e1-config-mcp

Provides AI-assisted research and configuration guidance for JD Edwards EnterpriseOne 9.2 Release 24, including installation, environment setup, troubleshooting, and best practices.

SparkMango

A Model Context Protocol server that converts Solidity bytecode into functional server implementations, allowing interaction with blockchain contracts through a RESTful API.

Linux Shell Command Executor MCP

Enables AI models to safely execute pre-defined Linux shell commands with a whitelist mechanism, restricting execution to allowed commands only.

weflow-mcp

Enables to access and manage WeChat data (sessions, contacts, Moments) through the local WeFlow HTTP API.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

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Supplier Hub Private Label Workflow MCP

MCP server that automates Coupang Supplier Hub Private Label fulfillment workflows, including order lookup, confirmation, courier registration, waybill printing, and shipment document output, with a local dashboard and 16-step tools.

DB Explorer MCP

Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.

pc2e-pii-shield

MCP server for secure read-only PostgreSQL queries with automatic PII masking, pseudonymization, and strict SQL guards to enforce data privacy compliance.

urlDNA MCP Server

Enables security-focused LLM agents like GPT-4.1 and Claude 3 to interact with the urlDNA threat intelligence platform, providing tools for URL scanning, threat detection, and malicious content analysis.

blender_fleet

Enables multiple AI agents to concurrently submit isolated 3D modeling jobs to headless Blender workers, with per-job outputs, logs, and status tracking.

Frappe MCP Gateway

An OAuth-protected MCP sidecar for Frappe applications, enabling secure access to Frappe tool packs (e.g., personal health metrics) by validating OAuth tokens and issuing internal assertions.

Was HubSpot MCP

Connects AI assistants to HubSpot CRM, providing tools to manage contacts, companies, deals, and more via natural language.

google-drive-cowork-mcp

Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, running locally with 22 tools.

Mindola MCP server

MCP server for creating and managing Mindola lenses, which are grounded AI pages that answer questions from your own material with citations. Enables AI assistants to create lenses, add knowledge, and monitor status through natural language.

ember-cli-mcp

Enables MCP clients like Claude Code to execute Ember CLI commands directly in projects, including running tests, generating components, and building apps.

h2ogpte-mcp-server

Enables interaction with H2OGPTe's REST API, allowing document ingestion, collection management, and chat with AI models through MCP tools and resources.

Odoo MCP Server by CData

Odoo MCP Server by CData

Docs MCP Server

Enables LLM hosts to retrieve live, relevant documentation excerpts from official library docs sites via a search-and-RAG tool, avoiding reliance on training data.

stoners-design

MCP server providing 51 design skills covering product thinking, UX, visual design, Figma, frontend, motion, branding, and portfolio storytelling, accessible via tools and resources.

SSH MCP Server

Enables executing shell commands and transferring files on remote machines over SSH/SFTP, including persistent interactive sessions that can handle prompts such as sudo and package manager confirmations.

Alexandria MCP

Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.

Jelly-FastMCP

A FastMCP-based server that exposes the Jelly API as MCP tools, enabling management of conversations, labels, contacts, drafts, and more through natural language.

2Sense

Enables Claude to analyze short-form video ads by extracting frames, audio, and transcripts, providing visual contact sheets, audio profiles, and YAMNet audio-event tags via MCP tools.

Speakeasy Docs MCP

A lightweight, domain-agnostic hybrid search engine for markdown corpora, exposed via the Model Context Protocol (MCP), optimized for serving SDK documentation to AI coding agents.

test-genie-mcp

Self-healing test automation MCP server that diagnoses and fixes issues in mobile and web apps, including a one-command vibe-check to prioritize broken functionality.

Tag Manager API MCP Server

An MCP Server that provides a conversational interface to Google Tag Manager API, allowing users to manage tags, triggers, variables, and containers through natural language.

python-mcp-as400

Enables AI assistants to securely interact with IBM i (AS/400) systems via ODBC, supporting SQL queries, CL commands, source code reading, compilation, and spoolfile analysis.

conduit-openapi-mcp

Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endpoint with zero code.

porkbun-mcp

MCP server for Porkbun domains and DNS, enabling read-only and mutating operations with safety features like dry-run and write mode toggle.