Discover Awesome MCP Servers

broker

Enables stateless, handle-based tool interaction over the 2026-07-28 MCP protocol, supporting multi-round-trip requests, cacheable results, and an audited execution trail.

EuroLeague Analytics MCP

MCP server for querying validated EuroLeague and EuroCup basketball analytics, including possession-based metrics, four factors, and lineup-level on/off data reconstructed from play-by-play events.

Conductor MCP Server

Enables AI assistants to interact with Netflix Conductor Workflow Engine for troubleshooting workflows, managing executions, and creating/updating workflow and task definitions through natural language.

whatsapp-profiles

Enables local querying of WhatsApp message history via SQLite, with profile separation, media transcription, and operational summaries.

AgentTrust

Reputation and trust scoring service for AI agents, exposed as an MCP server. Evaluate counterparties, report interactions, issue portable trust certificates, and detect Sybil attacks.

ridvay-mcp

MCP server that lets AI assistants create and edit Ridvay Studio posters, flyers, and social designs directly from chat conversations, returning shareable links.

jons-mcp-imessage

Enables AI assistants to read iMessage history and send messages on macOS. Supports conversation listing, message search with keyword and semantic modes, contact lookup, and sending messages to existing conversations.

marketing-data-hub

Enables querying and analyzing marketing data from Google Analytics 4, Search Console, YouTube, and optionally Google Ads and Meta Ads, stored in a unified DuckDB database, via natural language in Claude.

AstrBot MCP Server

Enables remote management and debugging of AstrBot servers via SSH, including log monitoring, status checks, and command execution.

mcp-fusion

Multi-model fusion analysis tool that sends queries to multiple AI models in parallel and returns structured analysis from a judge model.

Teradata MCP Server

Enables secure interaction with Teradata databases through SQL queries, schema exploration, and business intelligence analysis with enterprise-grade OAuth 2.1 authentication and workload management capabilities.

Open Brain

A remote MCP server enabling semantic memory across multiple AI platforms like Perplexity Comet and Claude Desktop, with vector embeddings for intelligent retrieval.

@vibecheck/mcp

Enables AI agents to manage git-backed website content through natural language, with tools to create, update, delete, and draft pages that are schema-validated and committed to a repository.

deepseek-vision-mcp

A universal MCP server that adds image recognition and OCR capabilities to text-only LLMs like DeepSeek, supporting any OpenAI-compatible multimodal provider.

notes-skill

MCP server enabling AI agents to read and append to a user's daily bullet notebook, with entity-graph tagging and append-only, auditable notes.

Zoho Analytics MCP Server

Enables AI agents to create and edit Zoho Analytics chart reports, run SQL queries, and browse workspaces and views using natural language.

Retell AI MCP Server

Provides complete programmatic access to the Retell AI platform, enabling autonomous management of voice and text agents, telephony, and monitoring.

MotionMCP

This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Protocol, so you can manage tasks, search projects, check your schedule, and more — all through natural conversation.

mcp-balldontlie

Enables querying basketball data including players, games, season averages, and stats from the balldontlie.io API.

loki

Loki lets an AI agent run an entire website at runtime — content schema, content, code, routes, and design — through a single MCP endpoint.

diaspora-mcp

Provides tools for Kenyans abroad to navigate dual citizenship, diaspora taxes, homeland investment, document verification, and community resources via MCP.

@mempalace/mcp-dev

Enables AI coding assistants to access grounded, branch-scoped codebase context via semantic search, git tracking, change ledger, and structured feature management with Project Tracks.

Official Substack MCP Server

Official Substack MCP Server

vivado-mcp-agent

MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.

AIBD Dev Container

一个预配置的开发容器设置，用于使用 Claude 进行 AI 辅助开发。它基于 VS Code Dev Containers，并集成了模型上下文协议 (MCP) 服务器，用于文件系统和 shell 操作。

mimari-ai MCP Server

Provides AI-powered access to Turkish building regulations, architectural standards, and construction calculation tools via the Model Context Protocol.

VibeGuard MCP

Enables policy-style auditing of content through the audit_vibe MCP tool to enforce configurable guardrails. Supports both local stdio and serverless Streamable HTTP deployment via Vercel for flexible integration with MCP clients.

@bowlly/mcp-server

Enables cat food product search and ingredient analysis using natural language queries.

Cloudreve MCP Server

This MCP server enables file management and local caching for Cloudreve v4 through OAuth authentication, allowing operations like listing, uploading, downloading, and sharing files via natural language in MCP-compatible clients.

Solana Agent Kit MCP Server

An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.