Discover Awesome MCP Servers

SV1 Agent Bridge

A local MCP server that enables AI agents to control Synthesizer V Studio 1.x via its Lua scripting API.

waterloo-learn-mcp

MCP server that lets AI assistants access University of Waterloo LEARN course data (announcements, content, grades, assignments, outlines) and search past assessments in Google Drive.

nb-mcp-server

MCP server that wraps the nb CLI for LLM-friendly note-taking, enabling creation, reading, updating, deleting, and searching notes, todos, bookmarks, and folders in notebooks.

FIO Bank MCP Server

Enables AI assistants like Claude to access FIO Bank account transactions via the FIO Bank API.

Crawl4AI RAG MCP Server

Provides AI agents and assistants with advanced web crawling and RAG capabilities, enabling them to scrape websites and perform semantic search over crawled content.

constellation-mcp

Exposes the five Enternovate security tools as 23 Model Context Protocol tools, enabling agents to scan attack surfaces, query knowledge graphs, audit websites, check email security, and run POPIA compliance assessments via a single MCP connection.

Nexus MCP

Enables Claude to orchestrate tasks across 27 AI providers, run multi-agent plans, and conduct multi-model councils for decision-making.

Kaggle MCP Server

用于与 Kaggle 竞赛交互的 MCP 服务器

Sequential Thinking MCP Server (Python Implementation)

一个使用官方模型上下文协议 (MCP) Python SDK 实现的顺序思考 MCP 服务器。 该服务器促进了用于解决问题和分析的详细、逐步的思考过程。

mcp-seo-competitors

Enables SEO competitive analysis by retrieving domain ranked keywords via DataForSEO Labs, integrated through Pipeworx MCP gateway.

fastmcp-gsuite

MCP server for interacting with Google Gmail and Calendar via natural language, supporting multiple accounts.

Gmail & Calendar Multi-Account MCP Server

Connects multiple Gmail and Google Calendar accounts to Claude Desktop locally, enabling email management (search, send, draft, label) and calendar operations (list events, search) via natural language.

Twproject MCP Server Prototype

Enables automation of routine operations on Twproject installations, including task, assignment, issue, person, company, worklog, and cost management through safe, non-destructive API calls.

Grafyx

Enables AI coding assistants to understand codebase architecture in real time by parsing source code into a relationship graph and exposing call chains, dependencies, class hierarchies, and conventions via MCP tools.

swarm-mcp

MCP server that lets multiple coding-agent sessions on the same machine discover each other and collaborate through a shared SQLite database.

PLTM-Claude

An MCP server that gives Claude Desktop persistent memory, self-awareness, epistemic hygiene, and genuine agency across conversations with a typed memory system, embedding-based semantic search, a 3-judge memory jury, and a real-time dashboard.

台灣中央氣象局 MCP 伺服器

台灣中央氣象署 (CWA) API MCP 伺服器

neo4j-mcp-readonly

Enables read-only access to Neo4j databases via the Model Context Protocol, allowing safe Cypher queries, schema exploration, and database statistics.

agentbrain

Local-first long-term memory for AI agents via a Markdown vault, offering MCP tools to query, ingest, lint, distill, and manage agent lessons and profile suggestions.

MCP Apple Reminders

一个模型上下文协议服务器，使 AI 助手能够在 macOS 上与 Apple 提醒事项互动，允许用户通过自然语言查看列表、检索、创建、完成和删除提醒事项。

SAPient MCP

A production-ready MCP server that enables LLMs to automate SAP GUI using RoboSAPiens, supporting both stdio and SSE modes.

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

otel-mcp

An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoints in various formats. It includes tool-mimicry profiles to generate realistic traffic resembling common tools like nginx, postgres, and AWS Lambda for testing and demonstration purposes.

hono-apcore

Enables turning a Hono app into MCP tools and OpenAI-compatible function definitions, either by declaring tools explicitly or by scanning existing routes.

local-memory-mcp

A local-first long-term memory system for AI coding agents, exposed as an MCP server.

delimit

One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.

EverQuest Legends MCP

Read-only Model Context Protocol server for EverQuest Legends public sources, enabling wiki search, news retrieval, and media access without authentication.

mcp-agent-cost-optimizer

Enables precise financial analysis of AI agent costs, including token pricing, multi-step run estimates, model comparison, and ROI versus human labor, with deterministic decimal math.

memory-mcp

A local stdio MCP server that exposes a shared brain (read/search/write) over ~/.claude/memory, allowing memories written in any agent to be readable and searchable across all three (Claude Code, Cursor, Codex). It provides tools like memory_search, memory_read, memory_write, etc., with no external services.

excalidraw-architect-mcp

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout, stateful editing, and architecture-aware component styling.