Discover Awesome MCP Servers

PetPals KittyClaw MCP Server

Manages KittyClaw task board workflows for AI agents, providing a safe control plane without shell or git access.

RAGandLLM-MCP

A simple MCP server that implements a note storage system with RAG capabilities, allowing users to store notes and generate summaries of stored content.

mcp-linkedin-ads

Enables Claude to manage LinkedIn ad accounts, campaigns, ad sets, and creatives with read/write support, including performance analytics and accurate CTR calculation using landing page clicks.

Hokmah MCP Server

Provides AI coding agents with persistent architectural memory of codebases, enabling impact analysis, test generation, and code generation with reduced token usage.

silotek-serial-mcp

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

agent-bridge

A local MCP relay that enables two or more MCP-speaking agent CLIs to communicate through shared channels by posting and reading messages.

GitHub MCP Server

A Model Context Protocol server that exposes read-only GitHub tools to LLM clients, enabling browsing of open issues, pull requests, issue details, and recent repository activity via natural language.

tjariy-code-interpreter-mcp-server

An MCP server that provides secure code execution capabilities using AWS Bedrock AgentCore's CodeInterpreter, supporting Python, JavaScript, TypeScript, shell commands, and file operations.

apps-script-mcp-server

An MCP server that lets Claude read and push Google Apps Script code directly into a script project.

UEMCP

Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials, author Blueprints, and more, with zero plugin installation.

clangd-mcp-server

Provides C++ code intelligence tools for AI agents via the Model Context Protocol, enabling symbol navigation, type information, and diagnostics.

MailDevMcp

Provides MCP tools to manage MailDev Docker containers and inspect received emails, including listing, searching, retrieving, deleting, waiting for, and verifying email content and attachments for local development and test automation.

sheets-mcp

MCP server for Google Sheets that exposes tools to read cell ranges, update values, and apply advanced batch updates (borders, colors, data validation, conditional formatting) via HTTP.

NiceGUI MCP

NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI development, providing guidance lookup, code analysis, safe fixes, and starter pattern generation.

GIMP MCP

Enables AI models and external applications to control GIMP remotely via the Model Context Protocol, allowing image manipulation and object querying through natural language.

RAGFlow Claude MCP Server

Integrates RAGFlow's knowledge base API with Claude Desktop for document retrieval, semantic search across multiple datasets, and intelligent query refinement using DSPy.

webpeel

The web data platform for AI agents. Fetch, search, crawl, extract, monitor, and screenshot any URL. 55+ domain extractors, 65-98% token savings. 7 MCP tools included.

Cortex

Cortex is a local-first MCP server that provides persistent, shared, semantically searchable memory for AI agents across all MCP clients using a single SQLite file.

governed-mcp-gateway

This MCP server preserves a Bearer principal on every tool call and SSE frame, rotates vaulted credentials in place, and enforces per-tool allowlists for agents.

io.github.vouchdev/vouch

Review-gated knowledge base for LLM agents that ensures durable memory via human-approved writes, compiling a wiki with verified citations.

MCP Starter

Cursor나 Claude Desktop과 같은 AI 어시스턴트에서 접근 가능한 도구를 제공하는 사용자 정의 로컬 MCP (Model Context Protocol) 서버 구축을 위한 기반.

devdocs-mcp

An MCP server that provides version-pinned, deterministic documentation sourced from DevDocs.io to AI assistants (Claude, RooCode, Cline, Copilot etc.) and also via offline mode. Not via Scraping! But using the supported downloading option from devdocs.

Coverity MCP Server

A TypeScript MCP server that connects AI agents to Black Duck Coverity Connect for static analysis defect management, enabling browsing projects, streams, and defects with event traces.

why-did-you-render-mcp

Bridges unnecessary React re-render data from the browser to coding agents, enabling performance diagnosis and optimization through MCP tools.

Ask AI

Hosted MCP server connecting Shopify, Klaviyo, GA4, Meta Ads, Google Ads, Xero, Gorgias and 20+ e-commerce data sources so AI assistants can answer merchant questions that span every source at once.

Google Scholar MCP Server

Enables AI assistants to search and access academic papers from Google Scholar via MCP protocol, with support for keyword, author, and year filtering, CAPTCHA handling, and BibTeX retrieval.

scalix-cloud-mcp

The agent-native cloud: provision Postgres-compatible databases, deploy services and functions in isolated microVMs, manage storage, auth and AI inference, and read logs and billing — 50 tools behind one API key. Hosted remote server; this repository carries the connection docs.

dependency-audit-mcp

MCP server that audits npm dependencies against the live registry, providing per-dependency reports on versions behind, deprecation, and license.

Test MCP Mar19 USDC MCP Server

An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC API through standardized tools. It supports seamless integration via the Model Context Protocol and features Docker-ready deployment.

wopee-mcp

MCP server for autonomous end-to-end testing with Wopee.io. Analyzes web applications, generates and executes Playwright-based functional tests, and validates results — all driven by natural language commands.