Discover Awesome MCP Servers

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

ai-cad-workbench

MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

design-doc-generator-mcp

Turns Claude Code session work into professional design docs with a slash command, no copy-pasting or signup needed.

ExecuFunction MCP Server

Enables AI assistants to interact with ExecuFunction's project management, knowledge base, code indexing, and calendar tools via MCP, allowing natural language management of tasks, notes, and code.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

Agent Community MCP

Enables stdio-only MCP clients to connect to Agent Community's hosted Streamable HTTP MCP server for accessing hosted agents and tools.

resp-mcp

SERP-free scholarly search MCP server that queries academic sources like arXiv, Semantic Scholar, and conference proceedings using official APIs and reverse-engineered endpoints, with no API keys required. It supports unified conference search and returns normalized paper metadata.

Atelier B MCP Server

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

mcp_ocr

Modular OCR MCP server supporting Apple Vision, PaddleOCR, and PaddleOCR-VL backends. Enables text, layout, table, formula, and chart extraction from images via natural language.

wps-skills

MCP server enabling AI assistants to control WPS Office (Excel, Word, PPT) through natural language.

mcp_example

A minimal MCP server over Streamable HTTP demonstrating the MCP protocol with tools for health checks, echo, and text reversal.

claude-codex-bridge

Bridges Claude Code and Codex TUI in real time, allowing them to share the same thread and send messages back and forth.

IX-API MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the IX-API (Internet Exchange API) through natural language, allowing for management of interconnection services in data centers.

beatport-scraper

Enables extracting metadata from Beatport track URLs, including preview audio, cover art, and track info, via an MCP server integrated with Claude Desktop.

@yawlabs/npmjs-mcp

Enables npm registry operations from MCP clients like Claude Code and Cursor, with 64 tools for package intelligence, security audits, dependency analysis, org/team management, and write operations like deprecate and unpublish.

shopify-admin-mcp

Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more.

gnt MCP Server

Enables AI agents to query live, human-approved rules before taking actions, ensuring compliance and reducing errors.

model-gateway

MCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.

Pexels MCP Server

Enables searching and displaying high-quality, royalty-free photos from Pexels directly in ChatGPT conversations via an interactive gallery widget.

Datadog Cost MCP Server

Lets you inspect a Datadog organization's usage and answer cost questions in plain English, helping identify savings opportunities.

nautli

A local memory server for AI agents that stores, digests, and recalls facts while merging duplicates, resolving contradictions via review cards, and forgetting junk.

Browser Feedback MCP

Enables visual browser feedback collection directly into Claude Code. Users can point at elements in their browser and send annotated feedback that Claude can act on immediately.

cloudflare-mcp

Manages DNS records and Cloudflare Tunnels for a Cloudflare zone via the Cloudflare API. Supports listing, creating, updating, and deleting DNS records, as well as tunnel lifecycle operations.

signoz-funnel-mcp

Provides MCP tools to create and query SigNoz trace funnels, enabling agents to measure their own step conversion rates from within the agent loop.

Mi Note MCP Server

Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants to read, search, create, manage notes and folders with automatic Markdown/XML conversion and image upload support.

Multilogin Browser MCP

Enables AI agents to control Multilogin X anti-detect browser profiles via a streamable HTTP MCP interface. Supports profile management, session handling, and a broad catalog of browser actions such as navigation, clicking, typing, screenshots, and more.

is-it-ai-mcp

An MCP server that reads a file's embedded C2PA Content Credential to report whether it declares AI generation or a real-world capture, and checks whether that declaration's signature still verifies against the file's current bytes.

tm-mcp

Enables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.

Web Bridge

Browser automation MCP server that uses a real browser to give agents eyes and hands—open pages, click, fill, screenshot, and run scripts via accessibility-tree snapshots.

WoW Armory MCP Server

Enables AI assistants to look up World of Warcraft character information and reputation from Blizzard's Armory website.