Discover Awesome MCP Servers

Manticore Search MCP

Connect AI assistants to Manticore Search. Execute SQL queries, list tables, get schemas, and fetch documentation. Perfect for building RAG applications and search-powered AI agents.

Payload CMS MCP Server

Enables AI assistants to interact with Payload CMS instances through authenticated REST API operations. Supports creating, searching, and updating documents in collections with automatic JWT authentication and localization support.

SakuttoWorks-Data-Normalizer

Secure Edge Gateway for Data Normalization.

AVA

Enables SAP Value Advisors to instantly generate prioritized recommendations for client pain points by leveraging historical cases, Next-Gen Ariba features, and VLM KPIs, producing structured analysis cards with effort, timeline, and benefits.

Seedream 4.0 MCP Server

Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-to-image, image-to-image, multi-image fusion capabilities, built-in prompt templates, and automatic cloud storage integration.

AI Memory MCP

A persistent, searchable memory layer for AI assistants, exposed as an MCP server. It supports CRUD, namespaces, hybrid ranked search, relationships, chat-context assembly, import/export, and optional LLM-powered auto-extraction.

PyMCP

Primarily to be used as a template for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.

KoKo Finance MCP Server

A hosted MCP server for AI-powered credit card advice, enabling search, comparison, portfolio analysis, and personalized recommendations for US credit cards through natural language.

LangGraph FastAPI MCP Server Demo

Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chatbot to manage shopping lists via natural language.

mcp-feedback-enhanced

Establishes feedback-oriented development workflows with dual Web UI and Desktop interfaces, enabling AI to confirm with users before actions and consolidate multiple tool calls into a single feedback request.

GCP BigQuery MCP Server

Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Identity Federation authentication, enabling secure SQL query execution, dataset management, and schema inspection with comprehensive audit logging and encryption.

squad-mcp

A cost-optimized MCP server that orchestrates parallel specialist agents to review code changes, write tests, update docs, and suggest refactors, using a triage step to avoid unnecessary work.

cisco-secure-access-mcp

A community MCP server for Cisco Secure Access that exposes the Secure Access REST API to AI clients as a curated catalog of tools for Admin, Deployments, Investigate, Policies, and Reports.

MCP-openproject

MCP-openproject

Inspectra

Enables hybrid code audits using MCP tools across 12 domains, producing structured, scored, and actionable code quality reports.

Kylas CRM MCP Server

Enables management of Kylas CRM lead operations, including creating leads, searching and filtering records, and resolving user, product, or pipeline IDs. It provides specialized tools for monitoring idle leads and accessing lead schema instructions through natural language.

Scrapeless MCP Server

A Model Context Protocol server implementation that enables AI assistants like Claude to perform Google searches and retrieve web data directly through natural language requests.

Files-DB-MCP

A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.

Wiki.js MCP Server

An MCP server that provides a unified interface to manage Wiki.js pages, users, and groups via GraphQL API, enabling AI agents to create, read, update, and delete content and perform administrative tasks.

Discord MCP Server

Enables LLMs to read messages, discover channels, send messages, and monitor Discord communities using the Discord HTTP API.

FeedbinMCP

An MCP server that enables users to interact with their Feedbin RSS account directly through Claude. It provides tools for reading articles, managing read and starred states, and browsing subscribed feeds and tags.

google-research-mcp

Implements Anthropic's multi-agent research architecture with subagent spawning, adaptive stopping, and citation processing for automated research.

appnova-app-store-connect-mcp

Enables managing your iOS app's entire lifecycle with natural language through App Store Connect, offering 48 tools across 14 categories for ASO, reviews, analytics, subscriptions, pricing, and more.

SSH MCP Server

Enables SSH operations including connecting to remote servers, executing commands, and transferring files between local and remote systems. Supports multiple SSH connections with both password and private key authentication methods.

power-db-mcp

A multi-database MCP tool that enables LLM agents to securely query and write to databases via local stdio, supporting MySQL, Oracle, PostgreSQL, DM, SQLite and more.

CyberEdu MCP Server

Official MCP server for the CyberEdu CTF platform that automatically discovers and exposes all CyberEduClient methods as tools, enabling seamless interaction with the platform through MCP-compatible clients.

soundings-mcp

Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, including station search, thermodynamic calculations, and Skew-T diagram generation with S3 upload support.

HiveClaude

Coordinates multiple Claude Code agents to work collaboratively on projects with role-based task management, shared state, and automated code review.

AIDC AI Design Engine

Deterministic AI data-center design engine exposed as MCP tools for sizing, validation, and physical layout. Supports NVIDIA Hopper, Blackwell, and Vera Rubin with anonymous access to the remote engine.

MCP-NOSTR

A bridge that enables AI language models to publish content to the Nostr network by implementing the Model Context Protocol (MCP).