Discover Awesome MCP Servers

ai-dev-mcp-server-test-1743930903451

AI 기반 개발 MCP 서버

Telegram MCP Server

Enables sending Telegram messages via the Model Context Protocol. Supports text formatting with HTML and Markdown.

brainstorm-mcp

Connects Claude or any MCP client to a Brainstorm Board workspace via SSO, enabling note management, reading/writing markdown notes, and fetching attachments through natural language.

splunk-mcp-server

A lightweight, extensible MCP server for Splunk Enterprise that enables secure, async, chat-based interaction with Splunk data via Claude Desktop or any MCP-compatible agent.

docs-cache-mcp

A local MCP server that fetches official library documentation (llms.txt-first), caches it to disk, and serves relevant sections to coding agents offline with deterministic retrieval.

Clinical Intelligence MCP Server

Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with optional Vertex AI grounding for regulatory context.

Thoughtproof-mcp

Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base.

Google Ads MCP Server

A comprehensive Google Ads API integration for AI assistants through the Model Context Protocol. This server enables Claude AI and other MCP-compatible clients to manage Google Ads campaigns, analyze performance, and execute GAQL queries with natural language commands.

GoHighLevel MCP Server

Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account automation with 269+ tools for contacts, messaging, sales, marketing, and more.

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

Computer Index

A personal file-indexing MCP server that provides semantic and keyword search over a file index, plus file content lookup and browsing. It enables agents to search and retrieve files from a user's home directory.

make-mcp

This MCP server provides integration with Make.com (formerly Integromat) for workflow automation. It is now deprecated and replaced by Make's official cloud MCP.

Bear Notes MCP Server

Enables AI assistants to interact with Bear Notes databases, providing note access, intelligent search, and relationship analysis.

brand-asset-mcp

A shareable, lightweight MCP server for managing corporate brand assets, logos, color design tokens, social media templates, and image watermarking across multiple locations and platforms.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

building-standards-act-mcp

Provides real-time access to Japanese building standards laws and regulations from e-Gov API, helping prevent AI hallucinations by validating citations against original legal texts.

DeepSeek Vision Bridge

Bridges text-only AI models to Google Gemini for image analysis, providing structured visual descriptions, object detection, and answers to image-based questions via MCP.

mpc-test

Um servidor MCP que exercita todas as funcionalidades do protocolo MCP.

SignalGrid MCP

An MCP server that exposes macOS-native device trust signals — the facts about a Mac that cannot be gathered from a Linux container or a cloud runner. All tools are strictly read-only.

Redacted Context MCP

Provides redacted access to a private local knowledgebase for coding agents, allowing them to inspect files while hiding sensitive names and identifiers.

ctalk

Enables coworkers to register profiles, ask questions, check inboxes, propose draft responses, and send approved replies through Claude Code.

esim-mcp

An MCP server for searching and comparing travel eSIM data plans by country, planning multi-country trips, and optionally checking eSIM usage with an API token.

moodle-mcp

Enables AI agents to interact with Moodle LMS, fetching assignments, grades, deadlines, course content, and syncing to Obsidian, with WhatsApp alerts and class-slot filtering.

Prompt Ops MCP

Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

mcp-indesign-agent

MCP server for editing Adobe InDesign via natural language in Cursor. It bridges to InDesign through AppleScript and ExtendScript, providing semantic tools for batch operations, styles, assets, and layout fixes.

Kubernetes MCP Server

Enables interactive Kubernetes cluster monitoring and troubleshooting through natural language queries. Users can diagnose pod issues, check service status, and investigate cluster problems using conversational AI.

DPF

AI-powered data integration platform. Onboard users and run DPF data workflows.

calibre-mcp

Enables conversational management of a Calibre ebook library via MCP, including search, metadata editing, adding, converting, deduplicating, removing, and emailing books with human-in-the-loop safety.

Saroday MCP Server

Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glossary lookup via MCP, allowing AI clients to compute accurate saju analysis and look up fortune-telling terms.