Discover Awesome MCP Servers

SAP Clean Core MCP Server

Classifies SAP ABAP objects against SAP's official Clean Core release catalog to determine API release status and guide S/4HANA implementation.

Continental-MCP-Server

A research-only MCP server providing read-only data, analytics, and intelligence for Polymarket BTC 5-minute Up/Down markets, enabling LLM agents to query market snapshots, performance metrics, and strategy candidates.

@byimprint/mcp-server

Retired MCP server for byImprint's historical creator-intelligence experiment. It is no longer active.

Rocketmq Mcp

RocketMQ MCP Server (火箭MQ MCP服务器)

mcp-ssb-no

MCP server for Statistics Norway (SSB) PxWebApi, enabling table metadata queries via a single tool.

SouthAsia MCP Tool

一个基于模型控制协议 (MCP) 框架构建工具的模板，提供了一种结构化的方法来开发自定义工具并将其与 Cursor 集成。 (Alternative, slightly more formal translation): 一个用于构建基于模型控制协议 (MCP) 框架的工具的模板，它提供了一种结构化的方式来开发自定义工具并将其集成到 Cursor 中。

wcprediction-mcp

MCP server for a World Cup 2026 prediction game assistant, providing tools for live game data via PostgreSQL and semantic search over football articles via RAG.

AI Impact MCP

Estimates the environmental footprint of your AI use — energy (kWh), miles driven, water used for cooling, and CO₂ — plus a prompt-efficiency score, working with any AI client by measuring token usage.

srcbridge

A sandboxed file-access MCP server for Claude Desktop, enabling safe read/write access to selected directories with atomic verified writes, undo, and read-only git operations.

ts-mcp-starter

A weather simulation MCP server that provides deterministic mock weather data for any city, including current conditions and forecasts.

ragjson-zvec

MCP server for semantic search over local knowledge bases, powered by zvec vector database. It consumes change files (.mushroom) and provides a 'query' tool for retrieval.

ONS Baby Names API MCP Server

Enables querying England & Wales baby names data via natural language, including top names, popularity trends, geographic breakdowns, and similar names, through MCP-compatible clients like Claude.

Competitor Website Change Monitor

Enables monitoring competitor websites for price drops, new products, promotions, and content changes directly from Claude or any MCP-compatible AI client.

scorecard-ai-mcp

Enables AI assistants to interact with the Scorecard REST API for exploring endpoints, making test requests, and integrating the SDK into applications.

SSH MCP Server

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

hivepulse

MCP server for agent network monitoring. Aggregates real-time population counts, transaction volume, and health metrics across multi-service agent infrastructure.

Advanced HWP MCP Server

Enables comprehensive control of Hangul (HWP) documents through an MCP server, supporting operations from basic document management to advanced formatting, tables, images, and document structure manipulation.

Postal MCP Server

A SQLite-backed message queue system that enables multiple AI agents to communicate with each other via a simple HTTP interface.

OpenSearch Logs MCP Server

Enables querying OpenTelemetry logs stored in OpenSearch across development and production environments. Provides tools for searching logs by various criteria including free-text Lucene queries, trace IDs, service names, error levels, and specific fields.

tfl-mcp-server

Provides real-time Transport for London data including line status, journey planning, and disruption information via the TfL Unified API.

CADPilot

AI pilots FreeCAD. Provides full control of FreeCAD for parametric modeling, assembly, geometry sensing, and more via MCP tool calls.

MemTrust

Enables secure, human-approved AI memory from Gmail messages for Claude, with provenance, risk inspection, expiry, and revocation controls.

mcp-nbb

Enables discovery and retrieval of National Bank of Belgium statistical data across 221 SDMX dataflows, with search, descriptions, custom queries, and comparisons of economic indicators.

Synapse MCP

A semantic code context server that connects your local repository to AI assistants via the Model Context Protocol, enabling dynamic codebase exploration without copy-pasting.

Sales Analytics MCP Server

Provides Claude Desktop and other MCP-compatible clients with read-only access to a PostgreSQL sales database, enabling SQL queries, schema inspection, and anomaly detection.

computer-use

Provides a JSON-RPC computer use runtime for macOS, exposing 7 MCP tools (observe/act/inspect/session/cancel/trace) as image content blocks so external agents like Claude Code, Pi, OpenCode, or Codex CLI can capture screenshots and drive the desktop with clicks, keys, and typing while enforcing session locking, stale-frame protection, and trace redaction server-side.

chord-synth

Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 instruments, and drum tracks via MCP tools like generate_wav and list_options.