Discover Awesome MCP Servers

OT-AIops

Provides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.

jobs.now MCP server

Enables searching and browsing hidden job market roles with H1B PERM sponsorship from major US companies, including tools for job search, details, categories, and company listings.

ZenTao MCP Server

Enables interaction with ZenTao project management system through RESTful API v1. Supports bug tracking, project/product management, and automated token authentication for seamless integration.

GhostMinutes MCP

Provides accurate meeting transcription with speaker diarization and multilingual support, allowing users to submit audio URLs, poll transcription status, get transcripts, and summarize via MCP tools in their IDE.

RemodelerIQ

Check if a contractor's remodeling bid is fair — analyze a quote (fairness score + red flags), get 2026 cost estimates by city, and look up BLS trade labor rates.

Claude Code History MCP

Search and reference your Claude Code conversation history directly from Claude, with full-text search, conversation viewing, and project browsing.

MCP Server: Weather & Upnify Integration

Provides tools to check weather information for any city and manage prospects in Upnify CRM with dynamic authentication, eliminating the need for pre-configured credentials.

LexSocket MCP Server

Enables search and analysis of European public procurement tenders, including EU above-threshold (TED) and below-threshold from 11 national sources, with hybrid search and filtering.

Country By Api Ninjas MCP Server

Provides access to the API Ninjas Country API, allowing users to query detailed country data including GDP, population, area, and other demographic metrics. It enables filtering countries by specific economic and geographic criteria through natural language commands.

polymarket-research

Read-only MCP server for investigating Polymarket wallets, markets, and cross-wallet patterns using 21 tools backed by public APIs and an optional SQLite cache.

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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.

agentfetch-mcp

Enables AI agents to fetch web pages with token estimation, caching, and routing to appropriate fetchers (Trafilatura, Jina, FireCrawl, pypdf) for clean Markdown output.

AI Dev Assistant

Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly through natural language.

pve-mcp

MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backups, and clones via natural language.

go_serper_mcp_server

A Go-based MCP server that provides comprehensive access to the Serper Google Search API, including tools for images, news, maps, and scholar results. It also features a dedicated endpoint for scraping webpage content directly.

DB Explorer MCP

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

mcp-voicevox-server

MCP server that synthesizes Claude Code responses into Japanese speech using VOICEVOX, enabling audible feedback during development.

PTC-MCP Integration Server

Integrates PTC Windchill and Creo Parametric with LLM-based clients via the Model Context Protocol, enabling natural language interaction with PLM and CAD systems for tasks like part search, BOM retrieval, model operations, and exports.

Assembly MCP

Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engines.

Thread Contract MCP Server

Thread Contract is a local runtime contract layer for AI coding-agent threads. It lets users pin explicit, thread-scoped rules without turning them into project policy or long-term memory.

rag-mcp

Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.

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.

mcp-docker-tools

Provides Docker management tools for AI agents, including inspecting containers, images, Dockerfiles, and Compose configurations.

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.

universal-image-mcp

MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google Gemini) enabling image generation, transformation, and editing through a unified interface.

SJ RedM MCP Server

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.