Every MCP server here is reviewed by hand before it goes live: what it does, the tools it exposes, copy-paste install configs for Claude, Cursor and other MCP clients, plus example prompts to get going. Browse by category, or jump straight to remote servers and official vendor servers.
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Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.
Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.
A [Model Context Protocol (MCP)](https://www.anthropic.com/news/model-context-protocol) server that enables searching and retrieving academic paper
MCP server with 36 enterprise tools: vector embeddings, CloudFormation/DynamoDB generation, OAuth/IAM/MFA validation, error analysis, data lake
Accessibility Ai MCP server. Tools: check color contrast, suggest alt text, check heading hi...
Scan any URL for WCAG accessibility issues (axe-core) and get per-element fixes for an AI agent.
# AccesibilityHub MCP Server for orchestrating web accessibility tools (axe-core, Pa11y, Lighthouse). Analyze web pages, check color contrast, get
A simple MCP server to let AI interact with Microsoft Access and SQLite 3 databases. Supports import/export with CSV and Excel files, and store
MCP server for accounting ai. Features generate invoice, categorize expenses, calculate vat....
MCP server providing weather tools with data sourced from AccuWeather.
Turkish public construction unit-price (birim fiyat) catalog PDFs into structured pozes
MCP server for Cisco ACI (Application Centric Infrastructure) management
A Model Context Protocol (MCP) server that exposes the [APLCart](https://aplcart.info) idiom collection with semantic search capabilities. APLCart is
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS
Public MCP wrapper repository for the hosted Acornonaut MCP server (AI-powered video learning).
A bridge server that connects **Agent Communication Protocol (ACP)** agents with **Model Context Protocol (MCP)** clients, enabling seamless
Verifiable agent memory with signed ledger receipts — verify every write offline.
CData JDBC Driver connects to Act CRM by exposing them as relational SQL models.
Starter code for a MCP server powered by ActionKit
Rails Engine with MCP compliant Spec.
:heavy_exclamation_mark: This project builds a local, read-only MCP server. For fully remote MCP access, check out the first managed MCP platform
Security-first, read-only-by-default MCP server for ActivityPub and the Fediverse.
CData JDBC Driver connects to Act-On by exposing them as relational SQL models.
Apify MCP Server
Actual Budget MCP server exposing API functionality
:heavy_exclamation_mark: This project builds a local, read-only MCP server. For fully remote MCP access, check out the first managed MCP platform
Address validation & geocoding for AI agents: 240+ countries, UK PAF, free US/CA enrichment
Ad Copy Ai tools for AI agents. Capabilities: generate ad copy, generate variants, create ca...
<h2 align="center">🌐 Control 60+ Blockchains with Natural Language</h2>
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
MCP testing dependencies for Adaptive Graph of Thoughts
Adaptive memory system for AI applications. Multi-strategy retrieval, cognitive scoring, knowledge graph, and self-improving ML. Connects via MCP or
ADB Friend is a tiny cli tool, which helps you to manage your Android device via ADB. Its features were mostly designed for developers, but it can be
MCP server for Android Debug Bridge (ADB) interactions in TypeScript
Automated DOCX Redlining Engine
Search Meta, Google Ads, LinkedIn, and TikTok ad libraries plus creative analysis via MCP.
The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin.
Manage AdGuard Home through AI assistants
The AI command center for Google Ads, GA4, and tracking code.
Microsoft Azure Data Lake Storage MCP Server
This MCP server enables natural language control of anaerobic digestion modeling through the internationally recognized Anaerobic Digestion Model No.
MCP server for the Google AdMob API — apps, ad units, mediation, and revenue reports
MCP server for interacting with Azure DevOps (on-premises) WEM fork
A Model Context Protocol server
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client
:heavy_exclamation_mark: This project builds a local, read-only MCP server. For fully remote MCP access, check out the first managed MCP platform
CData JDBC Driver connects to Adobe Commerce by exposing them as relational SQL models.
Adobe Commerce Dev MCP Server
Adobe Express add-on developer MCP server for integrating with LLMs
Interrogate your AJO journeys, campaigns and channel configs in plain English.
One conversational front door to Real-Time CDP, Journey Optimizer and Customer Journey Analytics.
AdonisJS MCP - MCP server for your AdonisJS applications.
CData JDBC Driver connects to ADP by exposing them as relational SQL models.
Open-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant.
MCP server for Architectural Decision Records: navigate, author, validate, link, and analyze them.
Remote Model Context Protocol (MCP) server for cross-platform ad management. Create, analyze, and optimize campaigns across **Google Ads, Meta Ads
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
[README.md](https://github.com/user-attachments/files/20845406/README.md) # 🇰🇷 Advanced Gemini MCP Server v4.0 - Korean Open Source Edition
Advanced TTS MCP Server - High-quality neural voice synthesis with enhanced features and streaming capabilities
A cringe-worthy MCP server that serves ads to developers in Cursor, Claude, and other clients