Discover Awesome MCP Servers

@openvecta/mcp

Enables calling OpenVecta inference models (OpenAI-compatible, USDC-settled on Solana) as tools from any MCP client, with options for keyed authentication or per-call payment via Solana x402 protocol.

AISIX AI Gateway

Self-hosted MCP gateway that registers upstream MCP servers and fronts them behind one governed Streamable HTTP endpoint: per-tool access control by caller API key, guardrails over tool arguments and results, rate limits, and usage logs. The same Rust gateway also proxies LLM and A2A agent traffic.

be-amsa-reporter-te

Automates BE AMSA review by validating EFF folders, driving AMSA 5.1 to generate reports and graphs, and producing a PowerPoint summary. Designed to not hang with worker threads and timeouts.

Wizlights MCP Server

模型上下文协议 (MCP) 服务器，用于允许大型语言模型 (LLM) 控制 WiZ 设备。

mcp-server-test

MCP 功能学习 (MCP gōngnéng xuéxí)

abm.dev MCP server

Account-based marketing enrichment for AI agents. Enriches people and companies from email, LinkedIn URL, or domain with cited multi-source fields.

mcp-chaos-rig

A local MCP server that breaks on demand, allowing you to test your client against auth failures, disappearing tools, flaky responses, and token expiry from a web UI.

Gemini Daily MCP Server (Compressed)

Token-optimized MCP server that integrates Google Gemini CLI for AI-powered coding assistance with 43.8% token savings through progressive disclosure, supporting multi-turn conversations and multiple Gemini models.

op3-mcp

MCP server for OP3 podcast analytics: downloads, geography, app share. Read-only.

JVA Finance O&G MCP Server

Offers AI-powered tools for Joint Venture Accounting in Oil & Gas, including AFE management, cost allocation simulation, and equity analysis, integrated with SAP Joule.

pigeon

Forwards browser console errors, warnings, and unhandled rejections to Claude Code via MCP, enabling natural language debugging.

Vulpes Spotify MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 Spotify 互动，从而允许它们搜索曲目、控制播放和管理播放列表。

qTest MCP Server

This is an unofficial, community-built MCP server for qTest Manager. Not affiliated with or endorsed by Tricentis. Browse projects, modules, and test cases Create/delete test design modules Create and manage test execution cycles Add test cases into execution suites

session-recall

Provides local, agentic semantic recall over Claude Code session history, enabling the agent to search past discussions semantically, expand turns, and grep transcripts.

music-mcp-server

A music MCP server that enables searching and playing songs with controls like play, pause, stop, and resume.

OpenCode Browser MCP

Enables AI agents to browse the web, interact with pages, fill forms, and extract data using Playwright, with 30 tools across 7 categories.

mcp-gsc-advanced

MCP server for advanced Google Search Console analysis — keyword cannibalization detection, page-level query deep dive, and rank change tracking.

MCP Agent Toolkit

Enables agents to share state via a blackboard, record and retrieve failure resolutions, and cache LLM responses to avoid redundant API calls.

figma-drive

Exports frames from Figma and uploads them to Google Drive, with automated folder creation.

jimeng-mcp-apicore

Enables image generation using Jimeng AI (Doubao Seedream 4.0) via APICore, supporting text-to-image, image-to-image, multi-image fusion, and batch generation.

feedhook-mcp

Turns a YouTube channel into a webhook that delivers signed HTTP POST notifications ~8 seconds after a new video is published, without polling or YouTube API quota.

Unicode Puzzles MCP

Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.

MCP Weather Server

MCP server that provides current weather and forecasts via Open-Meteo API, with an optional ML-based next-day max temperature prediction.

Dogeshit MCP

Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 delegation and MCP, with the user retaining full custody and the contract ensuring tokens go to the caller's own wallet.

higgsfield-mcp

Enables AI-powered image and video generation using Higgsfield AI models through MCP-compatible clients like Claude Desktop and Perplexity.

CHECK-MODULE MCP Server

Enables managing internal documentation with search and add capabilities, and fetching official documentation from 13+ popular libraries via MCP tools.

Personal Productivity MCP Server

A multi-domain productivity tool that currently enables job search automation, application tracking, and pipeline analysis for Career management. Future phases plan to add health tracking, workout management, and family expense monitoring capabilities.

MCP Minecraft Remote

允许人工智能助手连接和控制远程服务器上的 Minecraft 玩家，从而可以通过自然语言命令实现导航、建造、挖掘、库存管理、实体互动和聊天通信。

mcp-zap

MCP server for sending and receiving WhatsApp messages through Evolution API, enabling management of instances, messages, and chats directly from Claude Code.

nba-stats-mcp

Provides comprehensive NBA statistics via Model Context Protocol, enabling queries for player stats, game scores, team info, and advanced analytics through natural language.