Find reviewed MCPs without confusing popularity for trust.

Connect agents to Azure resources and more than forty Azure services.

Industries: Government & Public Sector · Manufacturing & Industrial · Software & Technology

MCP server for Chrome DevTools

Industries: Software & Technology

Retrieve current library and framework documentation for coding agents.

Industries: Education & Research · Software & Technology

Search, scrape, crawl, and extract web content through Firecrawl.

Industries: Media & Marketing · Retail & E-commerce · Software & Technology

Query Grafana Cloud metrics, logs, dashboards, and observability context.

Industries: Manufacturing & Industrial · Software & Technology

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

Industries: Cybersecurity

Connect MCP clients to enterprise databases with prebuilt or explicitly defined tools.

Industries: Financial Services & Investing · Healthcare & Life Sciences · Software & Technology

MCP Unity is an implementation of the Model Context Protocol for Unity Editor, allowing AI assistants to interact with your Unity projects.

Industries: Sports & Entertainment

Read, create, format, chart, and update XLSX workbooks, worksheets, formulas, and pivot tables.

Industries: Professional Services · Software & Technology

Let AI clients inspect and automate web browsers with Playwright.

Industries: Media & Marketing · Retail & E-commerce · Software & Technology

🛫 Fli - Flight Search MCP Server and Library

Industries: Travel, Transportation & Aviation

Use Stripe's remote MCP endpoint for supported payment workflows.

Industries: Financial Services & Investing · Retail & E-commerce · Software & Technology

Search the web, retrieve pages, find code, and run research workflows through Exa.

Industries: Education & Research · Software & Technology

Inspect and operate authorized Confluent Cloud and Kafka resources.

Industries: Software & Technology

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Industries: Media & Marketing

Manage authorized Okta users, groups, applications, policies, logs, and identity configuration.

Industries: Cybersecurity · Human Resources

Operate authorized Wix site, content, commerce, bookings, payments, and CRM workflows.

Industries: Hospitality · Retail & E-commerce

Connect compatible AI clients to Salesforce's documented MCP capabilities.

Industries: Professional Services

Connect compatible AI clients to monday.com's documented MCP capabilities.

Industries: Professional Services

Manage authorized Sanity schemas, content, datasets, releases, queries, and images.

Industries: Media & Marketing · Retail & E-commerce

Access supported Cloudflare developer platform capabilities.

Industries: Software & Technology

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Industries: Software & Technology

Discover and run MCP servers through Docker's MCP gateway.

Industries: Software & Technology

Work with repositories, issues, pull requests, and GitHub workflows.

Industries: Education & Research · Software & Technology

Search Hugging Face Hub resources and use explicitly enabled Jobs, sandboxes, and community Space tools.

Industries: Education & Research · Media & Marketing · Software & Technology

Manage and search Redis data through Redis's MCP server.

Industries: Retail & E-commerce · Software & Technology

Investigate Sentry errors, issues, projects, and telemetry.

Industries: Software & Technology

Connect AI tools to Supabase projects and development workflows.

Industries: Software & Technology

Google Search Console MCP Server for SEOs

Industries: Media & Marketing

Search, read, and receive recommendations from current public AWS documentation.

Industries: Education & Research · Government & Public Sector · Software & Technology

A production-ready Model Context Protocol (MCP) server that bridges Ghidra's powerful reverse engineering capabilities with modern AI tools and automation frameworks.

Industries: Cybersecurity

Run and investigate BrowserStack real-device and browser testing workflows.

Industries: Software & Technology

Investigate and manage Buildkite pipelines, builds, jobs, logs, artifacts, and test data.

Industries: Software & Technology

Inspect ClickHouse databases and run analytical queries with a read-only default.

Industries: Software & Technology

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

Industries: Retail & E-commerce

Work with dbt projects, metadata, semantic-layer queries, jobs, and documentation.

Industries: Software & Technology

Generate and process authorized speech, audio, voice, and transcription workflows.

Industries: Media & Marketing · Sports & Entertainment

Use GitKraken CLI MCP tools for Git and connected development-platform workflows.

Industries: Software & Technology

An MCP Server for computer-use in Windows OS

Industries: Software & Technology

Run a full technical analysis of NVDA

Industries: Financial Services & Investing

Work with MongoDB databases and Atlas projects.

Industries: Retail & E-commerce · Software & Technology

Give MCP clients scoped access to a local Obsidian vault.

Industries: Education & Research · Software & Technology

Inspect and operate Meilisearch indexes and application-search workflows.

Industries: Retail & E-commerce · Software & Technology

KiCAD MCP Server** is a Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with KiCAD for PCB design automation.

Industries: Manufacturing & Industrial

Simple MCP Server to allow vibe reversing in IDA Pro.

Industries: Cybersecurity

The solution:** CVE MCP Server gives Claude direct access to 28 security tools across 24 APIs — fronted by the **triage_cve** one-call orchestrator.

Industries: Cybersecurity

This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude Desktop.

Industries: Manufacturing & Industrial

Explore Neo4j schemas and graph data and run governed Cypher workflows.

Industries: Software & Technology

Connect AI tools to Notion workspaces through Notion's MCP server.

Industries: Education & Research · Media & Marketing · Software & Technology

Explore OpenSearch indexes, mappings, cluster state, and search results.

Industries: Software & Technology

Run Semgrep security scans and inspect local or authorized Semgrep AppSec findings.

Industries: Cybersecurity · Software & Technology

Provide a structured tool for iterative problem-solving steps.

Shared repository stars are not MCP-specific. Not used for ranking.

Industries: Education & Research · Software & Technology

Inspect SonarQube and SonarCloud projects, issues, quality gates, and security findings.

Industries: Cybersecurity · Software & Technology

Explore Tableau sites, workbooks, data sources, metadata, and governed analytics.

Industries: Professional Services · Software & Technology

Work with authorized Xero accounting contacts, accounts, invoices, and related records.

Industries: Financial Services & Investing · Professional Services

让你的 AI 助手直接访问小红书数据。

Industries: Media & Marketing

⚡ Fully automated MCP server + JADX plugin built to communicate with LLM through MCP to analyze Android APKs using LLMs like Claude — uncover vulnerabilities, analyze APK, and reverse engineer effortlessly.

Industries: Cybersecurity

Connect supported AI clients to Jira and Confluence.

Industries: Manufacturing & Industrial · Software & Technology

Give coding agents Canva developer documentation, examples, and app-development tooling.

Shared package metric is non-comparable. Not used for ranking.

Industries: Media & Marketing · Software & Technology

Connect agents to Elastic search, observability, and security data.

Industries: Legal & Compliance · Software & Technology

Use supported PayPal developer capabilities through MCP.

Industries: Financial Services & Investing · Retail & E-commerce

Read and manage Asana workspaces, tasks, projects, portfolios, and reports.

Industries: Media & Marketing · Software & Technology

Investigate Datadog logs, metrics, traces, monitors, dashboards, and security signals.

Industries: Healthcare & Life Sciences · Software & Technology

Provide design context from Figma to supported development tools.

Industries: Media & Marketing · Software & Technology

Connect OAuth-capable AI tools to HubSpot CRM data and supported read/write workflows.

Industries: Media & Marketing · Retail & E-commerce · Software & Technology

Access Linear issues, projects, and product workflows.

Industries: Software & Technology

Connect compatible AI clients to ServiceNow's documented MCP capabilities.

Industries: Professional Services

Connect shopping agents to a Shopify store's public catalog, cart, and policy tools.

Industries: Retail & E-commerce · Software & Technology

Search, read, and act on Slack workspace content through Slack's managed MCP endpoint.

Industries: Legal & Compliance · Media & Marketing · Software & Technology

Expose governed Snowflake search, analyst, agent, custom tool, and SQL capabilities.

Industries: Financial Services & Investing · Healthcare & Life Sciences

Work with ClickUp tasks, documents, chat, comments, and time tracking.

Industries: Professional Services · Software & Technology

Read and update authorized Coda documents, pages, tables, and rows.

Industries: Professional Services · Software & Technology

Work with authorized Intercom conversations, contacts, and help-center articles.

Industries: Professional Services · Retail & E-commerce

Query Pulumi stacks, resources, registry data, policy, and approved infrastructure workflows.

Industries: Software & Technology

Search and navigate authorized code across Sourcegraph repositories.

Industries: Software & Technology

Search and investigate governed Splunk Cloud Platform data through granular MCP tools.

Industries: Cybersecurity · Software & Technology

Give AI agents real phone numbers, messages, and voice calls via MCP.

Industries: Telecommunications

Connect compatible AI clients to Brave's documented MCP capabilities.

Industries: Education & Research

Build and query a semantic graph of a software codebase.

Industries: Software & Technology

Connect compatible AI clients to Contentful's documented MCP capabilities.

Industries: Media & Marketing

Connect compatible AI clients to CrowdStrike's documented MCP capabilities.

Industries: Cybersecurity

Query transparent financial ratios, models, market data, and economic indicators through the Finance Toolkit MCP server.

Shared or parent metric is non-comparable. Not used for ranking.

Industries: Financial Services & Investing · Software & Technology

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

Industries: Sports & Entertainment

Connect compatible AI clients to Microsoft's documented MCP capabilities.

Industries: Professional Services

Use store-specific hosted MCP endpoints for shopping, cart, and checkout workflows.

Industries: Retail & E-commerce

Read and search PDFs with structured text, tables, OCR evidence, and page citations.

Industries: Education & Research · Legal & Compliance

Connect compatible AI clients to LaunchDarkly's documented MCP capabilities.

Industries: Software & Technology

Manage Neon Postgres projects, branches, databases, migrations, and queries.

Industries: Software & Technology

Connect compatible AI clients to PagerDuty's documented MCP capabilities.

Industries: Cybersecurity

onion access, blockchain intel, exploit search, stealer logs, malware analysis — unified into a single MCP server.

Industries: Cybersecurity

Figma MCP Bridge

Industries: Media & Marketing

Use Groq inference and multimodal workflows through an official MCP server.

Industries: Software & Technology

Expose Jenkins jobs, builds, logs, and approved automation through an installed MCP plugin.

Industries: Software & Technology

Read and update authorized Attio CRM objects, records, lists, and notes.

Industries: Professional Services · Software & Technology

Run managed browser sessions through Browserbase's hosted MCP endpoint.

Industries: Software & Technology

Parse, convert, and structure PDF, DOCX, XLSX, PPTX, CSV, HTML, and other documented inputs.

Industries: Education & Research · Software & Technology

Create, deploy, inspect, and configure applications hosted on Netlify.

Industries: Software & Technology

Create, read, and edit documented DOCX, XLSX, and PPTX Office files through separate local MCP servers.

Industries: Professional Services · Software & Technology

Connect compatible AI clients to Perplexity's documented MCP capabilities.

Industries: Education & Research

Connect compatible AI clients to Postman's documented MCP capabilities.

Industries: Software & Technology

MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights.

Industries: Media & Marketing

Connect compatible AI clients to HashiCorp's documented MCP capabilities.

Industries: Software & Technology

Search, read, annotate, and add to your Zotero research library, local or web.

Industries: Education & Research

It leverages the **Model Context Protocol (MCP)** to allow AI models (like Claude) to interact directly with your workspace's task management system.

Industries: Professional Services

Unity MCP Server AI-Powered Unity Editor & Hub Control

Industries: Sports & Entertainment

Manage authorized Auth0 tenant resources through a scoped official MCP server.

Industries: Cybersecurity

This project enables AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

Industries: Sports & Entertainment

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

Industries: Software & Technology

Query authorized Dynatrace Managed observability data through a self-hosted MCP server.

Industries: Software & Technology

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

Industries: Software & Technology

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

Shared or parent metric is non-comparable. Not used for ranking.

Industries: Sports & Entertainment

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

Industries: Education & Research

Connect compatible AI clients to Containers community's documented MCP capabilities.

Industries: Software & Technology

MCP server for iOS and Android Mobile Development, Automation and Testing

Industries: Software & Technology

Read and update Penpot design documents through an official MCP integration.

Industries: Media & Marketing · Software & Technology

Store and retrieve semantic memories and code context in Qdrant.

Industries: Education & Research · Software & Technology

Generate authorized image and video assets through the Runway API.

Industries: Media & Marketing · Sports & Entertainment

Use authorized Square commerce and payment-development workflows through official MCP tools.

Industries: Financial Services & Investing · Retail & E-commerce

Publish videos to TikTok, Reels, Shorts, X, and Facebook through Taisly.

Industries: Media & Marketing

Manage and query Pinecone indexes and search Pinecone documentation.

Industries: Education & Research · Software & Technology

Use Adyen Checkout and Management API workflows through an official MCP package.

Industries: Financial Services & Investing · Retail & E-commerce

Diagnose and control supported CircleCI pipeline and job workflows through hosted or CLI MCP.

Industries: Software & Technology

Manage authorized Contentstack content and platform resources through an official package.

Industries: Media & Marketing · Retail & E-commerce

Investigate Cypress Cloud runs, failures, and test results through a hosted MCP endpoint.

Industries: Software & Technology

Use GitLab projects, issues, merge requests, repositories, users, and CI/CD through an OAuth MCP endpoint.

Industries: Software & Technology

Expose governed Microsoft SQL data operations through Data API Builder and MCP.

Industries: Software & Technology

Use authorized New Relic discovery, alerting, and telemetry tools through regional hosted endpoints.

Industries: Software & Technology

Use Plaid Dashboard diagnostics and analytics through an official hosted MCP endpoint.

Industries: Financial Services & Investing

Expose built-in Strapi content-management capabilities through MCP.

Industries: Media & Marketing · Software & Technology

Use generated Zoho CRM MCP endpoints for authorized CRM operations.

Industries: Professional Services · Retail & E-commerce

Inspect and manage Vercel projects, deployments, logs, and documentation.

Industries: Software & Technology

Connect compatible AI clients to WorkOS's documented MCP capabilities.

Industries: Software & Technology