Discover Awesome MCP Servers

youtube-script-mcp

Remote MCP server providing tools for YouTube script and title strategy, including competitor title analysis, channel DNA generation, hook creation, and script drafting.

mcp-server-sigma

Enterprise-grade MCP server for Sigma Computing, providing 155 tools for managing workbooks, data models, members, teams, deployments, webhooks, and multi-tenant operations. Enables AI assistants to interact with Sigma via natural language.

etim-json

Provides read-only MCP tools to query the ETIM classification model, enabling AI agents to search classes, retrieve feature/unit definitions, and look up ETIM codes.

Chroma Memory MCP

An MCP server that gives Claude (and any MCP client) a shared team knowledge base with semantic search. Backed by ChromaDB and Google Gemini embeddings — works across languages (RU + EN).

Nullplatform API MCP

Enables interaction with Nullplatform's API endpoints for managing deployments, scopes, services, and other cloud resources through natural language using the official OpenAPI specification.

X-Plane Control

MCP server that lets ChatGPT or Codex control and inspect an X-Plane flight simulator through natural language, including reading/writing DataRefs, executing commands, and relocating the aircraft.

gemini-deep-research-mcp

An MCP server that exposes Gemini's Deep Research Agent for comprehensive web research.

Wavedash MCP Server

Read-only, unauthenticated remote MCP server for public Wavedash docs, providing SDK guidance, engine setup help, and publishing checklists for agents.

Odoo MCP Connector

Production-grade Odoo add-ons that expose Odoo business functionality to MCP-compliant clients over HTTP with OAuth 2.1, per-user permission enforcement, write-confirmation safety, and full audit logging.

ArchLog MCP

A Windows-first STDIO MCP server for generating traceable release notes from C/C++ GitHub repositories using architecture analysis and AI.

browser-inspector-mcp

Gives AI coding tools access to the CSS cascade the way DevTools does — which rules matched, which won, where each came from.

Model Safety MCP

ModelSafetyMCP is an MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage.

VerifiMind PEAS

Enables structured multi-LLM critique of concepts using three specialized agents (Innovation, Ethics, Security) with multi-vendor LLM support. Provides 13 free tools for validation, template management, and coordination.

Linear MCP Server

通过标准化的模型上下文协议界面，提供对 Linear 问题跟踪系统的访问，允许用户通过自然语言创建、更新、搜索和管理问题、项目和评论。

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

MolmoWeb MCP Server

Enables autonomous web automation through Playwright browser control integrated with MolmoWeb's vision model for pixel-level action prediction. Supports end-to-end task execution via an orchestrator LLM that decomposes natural language instructions into browser actions.

kortex-mcp

Enables Claude to discover and semantically search enterprise datasets through the Kortex data plane, exposing list_collections and retrieve tools for natural-language queries.

InferBench

Vendor-neutral local LLM inference benchmark and hardware-config advisor for mlx and llama.cpp. Exposes an MCP tool that measures real tokens/second on your own hardware.

Meeting Chief Lite

Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite database for easy browsing and management. It enables semantic and keyword-based search across meeting history through integrated MCP tools for Claude and Cursor.

kommo-mcp

Self-hosted MCP server that connects AI assistants to Kommo CRM (API v4), enabling real-time CRM actions such as creating/managing leads, tasks, notes, and more through 29 tools.

predictioncouncil-mcp

Enables searching and running an AI council (Grok, Claude, GPT, Gemini) on Polymarket events to produce structured verdicts from any MCP client.

MCP Microsoft Teams Server

集成了 Microsoft Teams 消息功能的 MCP 服务器（读取、发布、提及、列出成员和线程）

miband-mcp

Enables AI to query Xiaomi Mi Band health data (steps, sleep, heart rate) from Gadgetbridge SQLite exports via the MCP protocol, allowing natural language questions about daily activity.

docs_search

Enables AI agents to search project documentation via a semantic index, returning relevant markdown files to read before editing code.

oneshot-mcp

Enables coding agents to search and retrieve OneShot's receipt-verified build packs, including verification details, pricing, and refund terms, directly from the editor.

osint-mcp

Provides 26 free OSINT tools as MCP tools for AI agents, enabling automated OSINT investigations directly from conversations.

MCP Memory Tracker

A Model Context Protocol (MCP) server that provides persistent memory capabilities using OpenAI's vector stores, allowing AI assistants to save and search through memories across conversations.

roblox-studio

Connects coding agents to Roblox Studio for inspecting, generating, and editing game maps via MCP.

Odoo MCP Server

Full-featured MCP connector for Odoo ERP via XML-RPC, enabling natural language interaction with CRM, sales, inventory, and other Odoo modules.

twine-mcp

A locally-run MCP server that connects to Twine's story library, enabling AI-assisted story management, passage editing, link-graph analysis, and narrative intelligence from any MCP-compatible client.