Discover Awesome MCP Servers

coss-ui-mcp

MCP server for the coss ui design system, enabling AI agents to fetch components, props, and design tokens on demand for accurate, low-cost code generation.

Open Primitive

26 US federal data domains as 23 MCP tools. Ed25519 signed responses. Free, no API key.

Oplink

Enables creating no-code agent workflows by combining multiple MCP servers into unified YAML-defined tools. Supports parameterized prompts and scripted steps, exposing a single MCP endpoint that orchestrates external servers like Chrome DevTools and shadcn.

unofficial-solaredge-mcp

A lean Model Context Protocol (MCP) server that gives AI assistants like Claude structured access to a SolarEdge PV installation via the official SolarEdge Monitoring API.

Kaggle Dataset Analyst

Enables exploratory data analysis and machine learning on CSV datasets with tools for profiling, missing values, correlation, plotting, model training, and prediction.

MCP Debugger

Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using real debuggers with breakpoints, stepping, variable inspection, and stack trace navigation through the Debug Adapter Protocol.

Odoo ChatGPT Direct Connector

Enables ChatGPT to interact with Odoo by providing tools for repository management, git operations, Odoo.sh management, Odoo RPC, browser screenshots, and approval workflows.

Email MCP Server

Universal email integration for AI assistants, supporting any IMAP provider with 18 tools for reading, sending, managing, and automating emails.

OSM PostgreSQL Server

MCPにOpenStreetMapの統合機能を提供し、ユーザーが地図データをクエリおよび視覚化できるようにします。マーカーやポリゴンの追加、地図の表示制御などのツールも利用できます。

FastAPI-MCP

設定不要で、FastAPIのエンドポイントをModel Context Protocol (MCP) ツールとして自動的に公開するツールです。ClaudeのようなLLMシステムが、追加のコーディングなしにあなたのAPIと連携できるようになります。

Terminal.shop MCP Server

AIアシスタントがTerminal.shopとシームレスに連携し、Terminal.shopのAPIを通じて、製品の閲覧、ショッピングカートの管理、注文、サブスクリプションの処理を行えるようにします。

humanizer-mcp

Measures AI-detection risk in text and provides a line-by-line rewrite plan to lower the score.

Freshservice MCP Server

Enables AI assistants to connect with Freshservice ITSM for managing tickets, assets, agents, and organizational data through natural language. It provides a comprehensive set of tools for performing CRUD operations on service desk records and searching across the Freshservice platform.

Emotion Dataset Analysis MCP Server

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.

Azure Table MCP Server by CData

Azure Table MCP Server by CData

Fastly

Fastly

UE Audio MCP

Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise, MetaSounds, and Blueprint through MCP tools to generate DSP graphs, sound systems, and trigger logic.

schemabrain

SchemaBrain is an MCP server that sits between AI agents (Claude, Cursor, Windsurf) and your SQL database as a read-only trust + intelligence layer. The agent never writes SQL — 12 tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident (SHA-256-chained) audit log. Postgres today.

Alpaca API MCP Server

Enables trading and portfolio management through the Alpaca API, allowing users to place orders, manage positions and watchlists, access market data, and retrieve account information through natural language.

MCP Manager

Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP servers and expose them through a single unified endpoint with namespace routing, multi-transport support (HTTP/SSE, stdio, OpenAPI→MCP), per-tool overrides, and a web admin UI.

Buildkite MCP Server

Buildkite連携のためのモデルコンテキストプロトコル (MCP) サーバー

FofaMap

A MCP-enabled asset mapping and vulnerability scanning agent with AI self-reflection, allowing natural language queries and automated scanning decisions.

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and retrieve service documentation through the Model Context Protocol. It supports Unix pipes for output filtering and provides pre-defined prompt templates for common cloud management tasks.

Task Orchestration

Task Orchestration

IB Portfolio Tracker MCP Server

Connects Claude AI to Interactive Brokers accounts to enable real-time portfolio tracking, position management, and historical market data retrieval. It also integrates financial news and sentiment analysis from multiple sources, including Finnhub and IB native feeds.

Mnemozine

Mnemozine is a self-hosted unified conversational memory layer that ingests conversations from AI tools, distills them into a temporal knowledge graph, and serves that memory to agents via a single MCP server.

sqlserver-mcp-colossal

A comprehensive MCP server for SQL Server database operations, enabling CRUD operations, schema exploration, and stored procedure execution through natural language.

sp-devcontrol

Local governance layer for AI-assisted development, providing human authorization gates, policy enforcement, change approval workflow, and rollback capabilities through a universal MCP server.

technical-notes-mcp

MCP server that allows searching a local notes directory and retrieving live CPU and memory usage.

Todoist Weekly Review MCP

Enables a weekly review of Todoist tasks by listing overdue tasks with key signals (days overdue, priority, times postponed) and letting Claude propose fixes per task, which you approve or veto in chat before any changes are applied.