Discover Awesome MCP Servers

GitLab MCP

Harness-neutral MCP server enabling GitLab repository workflows—merge requests, CI diagnosis, publishing, and variable management—through shared Agent Skills for Codex, Claude Code, Cline, Pi, and ChatGPT.

Glean Chatbot

Enables querying internal documents indexed in Glean through a natural-language chat interface, returning answers with cited sources.

cortex

Provides a durable, Obsidian-compatible knowledge base for agents using markdown notes and wikilinks. Enables agents to store, retrieve, and interlink knowledge persistently, with tools for writing, searching, and managing a graph of notes.

op-mcp

An MCP server that provides secure access to 1Password secrets and item management through the 1Password CLI. It enables MCP clients like Claude and Cursor to read, create, edit, and delete password vault items with biometric authentication handled by the 1Password desktop app.

Adorbis AI MCP Server

Enables AI assistants to access 40+ models via one API key with automatic routing for chat, code, reasoning, and writing tasks.

Google Analytics MCP Server by CData

Google Analytics MCP Server by CData

EU VAT Validator (VIES)

Validates EU and Northern Ireland VAT numbers against the official VIES service, returning validity, company name and address, and distinguishing invalid from unavailable. Supports bulk checking up to 100 VAT IDs.

Factory Intelligence MCP Server

Provides KPI tools for factory intelligence, including productivity, quality, downtime metrics, and alarm analysis via TimescaleDB.

Remnawave Tools MCP

Wraps the Remnawave API to provide per-operation MCP tools with mutation safety and data redaction, enabling secure interaction with Remnawave panel.

flash-mod-bridge

Enables AI agents to inspect and modify running Flash SWF files through a patched Ruffle player, including getting/setting display object properties, calling methods, and editing SharedObject data without reloading.

@wecandeo/mcp-videopack-v4

Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, publishing, and media library management via natural language.

Local RAG

Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.

Prefeitura SP São Paulo: Segunda via Simplificada de IPTU

Provides a read-only tool to fetch the simplified second copy of IPTU (property tax) from the official São Paulo city hall source, working with any MCP client.

LibreJustice

MCP server for searching French and European law, providing natural language access to jurisprudence, consolidated legal texts, and related legal information via tools like search_decisions and search_legal_texts.

PushCI

AI-native, zero-config CI/CD. Detects 33 languages + 40 frameworks, generates pipelines, runs locally at $0 cloud cost, diagnoses failures with AI, and deploys to 20 targets.

JSON Compare MCP Server

Enables deep, order-independent comparison of JSON files to detect differences including missing keys, value mismatches, and type differences. Provides detailed reports with path tracking for precise identification of variations between JSON structures.

Base MCP Server

Enables AI applications to interact with the Base blockchain network, allowing wallet management, smart contract deployment, token transfers, NFT operations, DeFi interactions with Morpho vaults, and onramping funds via Coinbase.

rpgmaker-mz-mcp

Enables AI assistants to read and write RPG Maker MZ projects directly, covering database, maps, events, and system settings with 119 tools.

xyte-mcp

Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.

CortexScout

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem. Designed for agent workloads that require token-efficient web retrieval, reliable anti-bot handling, and optional Human-in-the-Loop (HITL) fallback.

telegram-mcp

Bidirectional bridge between Telegram and MCP-compatible agents, allowing agents to poll for new messages and send replies through Telegram, without any built-in language model.

PrintVaultMCP

Enables AI assistants to manage 3D printing inventory, filament spools, printers, projects, and print trackers through a self-hosted Print Vault instance.

Ariadne

Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI agents, enabling symbol search, definition lookup, reference finding, and impact analysis via static analysis of codebases.

Taiga Remote MCP Server

A remote MCP server for Taiga project management that enables multiple users to connect simultaneously with their own Taiga accounts via OAuth 2.1, providing access to Taiga resources through the Model Context Protocol.

wj-mcp-server

Exposes WJ's image generation capabilities as a remote MCP plugin for ChatGPT Work, enabling users to generate images through natural language with OAuth 2.1 security and support for various models, aspect ratios, and reference images.

gworkspace-mcp

An MCP server for automating Google Workspace applications including Sheets, Apps Script, Drive, Docs, and Gmail. It enables users to manipulate spreadsheets, edit scripts, manage files, and send emails directly from conversational AI interfaces.

webcheck-mcp

Website health checker MCP server - SEO audit, accessibility scan, broken link detection, performance analysis, and page comparison.

Landlaw AI MCP

Landlaw AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

PostgreSQL MCP Full Access

Enables unrestricted SQL execution (DDL/DML) on PostgreSQL databases, allowing AI agents to create, read, update, and delete data with zero query filtering.