Discover Awesome MCP Servers

MCP Demo Server

Provides calculator, text analysis, and file reading tools through two different implementations - a FastAPI version for learning MCP concepts and an official SDK version for production use with Claude Desktop integration.

brave-search-mcp

Enables Brave Search via MCP, deployed on Railway for seamless integration with AI agents.

postiz-mcp

Enables interaction with Postiz for social media scheduling, content management, and analytics through MCP-compatible clients, with write and delete operations gated by environment variables.

JJ Planner MCP Server

Enables AI agents to manage projects, tasks, and schedules in JJ Planner through CRUD operations.

GitLab MCP Server

Enables AI assistants to interact with GitLab repositories, manage branches, create merge requests, and perform file operations through natural language.

recall-mcp

Persistent memory MCP server for AI coding agents. Stores, searches, and retrieves context across sessions using SQLite and FTS5.

griptape-mcp

Provides AI assistants with direct access to official Griptape framework documentation and code examples through a pre-built SQLite database. It enables accurate code generation for Griptape agents, pipelines, and nodes by eliminating documentation hallucinations.

Rasdaman MCP Server

Enables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

Loom Local MCP Server

Extracts and analyzes key frames from Loom videos or local video files for debugging purposes. Automatically detects scene changes and provides visual context for troubleshooting issues.

mcp-wp-remote

A STDIO bridge for connecting to WordPress sites via the Model Context Protocol (MCP), enabling communication between MCP clients and WordPress installations running the websamurai plugin.

mcp-agentic-rag

Provides RAG tools with local vector retrieval and web fallback using Firecrawl, enabling document ingestion and querying through MCP stdio transport.

AI-DBA

Universal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.

YNAB MCP Starter

A production-ready TypeScript starter for building read-only YNAB MCP servers. It provides secure, validated access to YNAB financial data including budgets, accounts, categories, and transactions through structured tools.

SearXNG-Crawl4AI MCP Server

Provides fast, self-hosted web search and reliable web scraping using SearXNG and Crawl4AI, integrated as MCP tools for Claude Code.

declaw-mcp-server

Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.

Turbo Quant Memory MCP Server

Provides persistent, local-first memory with knowledge graph and hybrid search for AI coding agents, reducing token usage by storing decisions, patterns, and codebase context.

scrcpy MCP Server

Exposes Android device control via adb and scrcpy as 22 tools for MCP clients like Claude Code and Codex CLI.

kingdee-search-server

搜索金蝶开发者社区知识库的 MCP 服务器，支持根据关键字检索并返回结果表格。

mcp-server-weibo

为 AI 助手提供微博数据查询能力，支持搜索用户、获取动态、热搜榜等功能。

mcp_sdk_Deployed_spec_pet

MCP server exposing a pet store API as tools for AI assistants, supporting HTTP operations via SSE transport.

StackWiz MCP Server

An AI-powered MCP server for managing Docker infrastructure, enabling creation, deployment, and lifecycle management of containerized services with automated DNS and SSL.

文化天府MCP服务器

A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

StemSplit Vocal Remover & Stem Separator

Remove vocals, extract instrumentals, and split any song into up to six stems — directly from Claude Desktop, Cursor, or any MCP client. Supports local audio files, YouTube URLs, and SoundCloud track

PII Redaction MCP Server

Enables AI agents to redact PII from text, summarize redacted content, and manage custom redaction patterns across multiple languages.

Hash Utils AI MCP

Hash Utils AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

otskit-mcp

Stamp, upgrade, and verify Bitcoin timestamps via AI agents using the OpenTimestamps protocol. No API keys required.

KIS REST API MCP Server

一个用于与韩国投资证券 (KIS) REST API 交互的模型上下文协议服务器，能够进行国内和国外股票交易、价格查询和账户管理。