Discover Awesome MCP Servers

MCP Probe Kit

A comprehensive development toolkit with 23 tools covering code quality analysis, development efficiency, and project management. Enables AI-assisted code review, test generation, performance analysis, SQL generation, UI component creation, and automated project documentation.

Square Model Context Protocol Server

Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.

Memory MCP 服务器

一键启动 memory mcp ，对外提供sse服务

mcp-websearch-aggregator

Aggregates search results from DuckDuckGo, Wikidata, and ArXiv into a single markdown response via JSON-RPC endpoint.

Google Knowledge Graph MCP

Enables searching Google's Knowledge Graph for real-world entities via two tools: search by query or lookup by Machine ID, returning structured data including entity types, descriptions, and URLs.

JIRA MCP Server

A production-ready MCP server for JIRA integration that enables AI assistants to query JIRA issues and perform searches using natural language through JQL.

perplexity-control-mcp

Comprehensive MCP server providing full programmatic control over the Perplexity API, including agent, sonar, search, embeddings, key management, and cost estimation tools.

Grey Ridge x402 MCP

Enables AI agents to access crypto prices, DeFi yields, Polymarket data, Base chain info, and security scans with pay-per-call via USDC on Base mainnet.

ScreenshotOne MCP Server

Connects AI assistants to ScreenshotOne.com API for capturing website screenshots with customizable options including viewport size, full-page captures, and multiple output formats.

Helixar Security MCP Server

Provides three AI security tools for Claude: scanning MCP servers for security risks, validating HDP delegation chains against IETF standards, and triaging security alerts with kill-chain analysis.

ftpmcp

An MCP server for FTP and FTPS file operations, supporting multiple named hosts with configurable roots, read-only mode, and guarded deletion. It enables remote file management (list, upload, download, create, rename, delete) through natural language while keeping credentials secure.

SAS Data Sets MCP Server by CData

SAS Data Sets MCP Server by CData

hatha-mcp

MCP server providing AI agents with access to classical yoga texts and a daily sādhana practice for ethical alignment based on the Yogic Alignment Framework.

hpc-support-mcp

A read-only MCP server exposing SLURM, GPFS, Prometheus (node exporter + DCGM GPU metrics) and generic Elasticsearch exploration as diagnostic tools for LLM-based HPC support assistants.

Demo Server

A simple MCP server that exposes a calculator tool (addition) and a dynamic greeting resource.

shopify-changelog-mcp

Provides access to Shopify Developer and Platform changelogs via RSS feeds, enabling search, category filtering, and retrieval of recent updates.

MCP Google Server

A Model Context Protocol server providing web search capabilities using Google Custom Search API and webpage content extraction functionality.

nds-mcp

Offline SQLite-backed nuclear physics data server for AI agents, providing atomic masses, nuclear properties, charge radii, energy levels, and more from multiple evaluated databases.

Tribunal TRF3: Processo

Read-only MCP server providing official TRF3 court process consultation via a single pay-per-use tool.

MCP Server Generator

Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture, tests, and documentation. Includes progressive disclosure tools for AI agents and best practices guidance.

Odoo MCP Server

Enables interaction with Odoo ERP systems, providing tools and resources to access models, records, and methods via stdio or HTTP streamable transport.

ondc-mcp

Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP over stdio and Streamable HTTP.

Xserver MCP

Read-only MCP server for XServer API, enabling Claude to check server status like disk usage, domains, mail, and cron via natural language.

Social Media Handle Checker

Checks username availability and retrieves account information across major social media platforms including YouTube, TikTok, Threads, X (Twitter), and Instagram, perfect for brand name qualification and competitive research.

local-RAG-backend

A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.

TeleBotHost MCP Server

Enables AI assistants like Claude, Cursor, and Copilot to manage Telegram bots through 68 tools covering the TeleBotHost Developer API, including bot management, messaging, and analytics.

rent-car-tools-mcp-server

MCP server that enables AI assistants to search for rental cars, query prices, and access map services using the AMAP API.

mcp-sqlite-tools-plus

Enables AI agents to interact with local SQLite databases with full CRUD, schema introspection, foreign key relations, generated columns, and multi-format import/export (CSV, JSON, XLSX) through natural language.

ARC Config MCP Server

Enables natural language management of GitHub Actions Runner Controller (ARC) in Kubernetes clusters. Supports automated installation, scaling, monitoring, and troubleshooting of GitHub Actions runners through conversational AI commands.