Discover Awesome MCP Servers

websearch-deepseek

A general MCP server providing web search capabilities using DeepSeek's native online search API.

mcp-prompt-optimizer

MCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.

ResourceSpace MCP Server

Provides comprehensive access to the ResourceSpace Digital Asset Management API through MCP tools, resources, and workflow prompts, enabling asset management, search, collections, metadata, and administrative operations.

Harmony 2.0 Master Agent - Gemini MCP Server

Provides expert guidance for Harmony 2.0 development through Gemini AI, enabling code analysis, generation, and architectural assistance for building applications following Harmony 2.0 patterns and best practices.

Semantix-verify

Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It exposes a single tool, verify_text_intent(text, intent_description, threshold), which uses a local quantized NLI cross-encoder (INT8 ONNX) to return a 0.0–1.0 probability that the text satisfies the given intent — and, when it doesn't, a structured correction prompt for agent retry loops. Useful for building com

Sophtron ChatGPT Bank Connection MCP Server

Enables users to connect bank accounts within a chat session using Sophtron's UCW widget and query account information, owner details, and transactions persistently.

Heroku Code MCP

A token-efficient MCP server for the Heroku Platform API that uses a search-and-execute pattern to minimize context window overhead. It enables secure app management through just-in-time endpoint discovery and built-in safety guardrails for API mutations.

Supplement Advisor MCP Server

Evidence-based supplement recommendation MCP server covering 17 supplements and 40+ conditions with medication interaction checking and form quality classification.

mcp-arangodb-async

A production-ready MCP server that exposes 46 tools for ArangoDB operations, including queries, graph management, multi-tenancy, and backup/restore, enabling AI assistants to interact with ArangoDB databases.

Blog RSS MCP Server

Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get recent posts, retrieve blog metadata, and perform full-text search across post content. Supports any blog with an RSS/Atom feed through natural language queries.

Activepieces MCP

An open source toolkit that converts 280+ integrations into MCP servers for use with Claude Desktop, Cursor, or Windsurf, enabling AI automation through a type-safe pieces framework written in TypeScript.

BasicOps

Bring BasicOps into your AI assistant. With MCP, your assistant can read your workspace, turn chat into structured tasks, and keep projects moving by updating owners, due dates, and status as decisions happen. BasicOps keeps humans and agents aligned in one place—tasks, messages, and projects—so work doesn’t get lost across tools. All actions respect your BasicOps access controls.

Doc Sanitizer MCP Server

A local, containerized MCP server that uses a local LLM to sanitize documents by removing or transforming PII before content is sent to public LLM services.

Draw.io MCP Server

Enables AI assistants to create and edit draw.io diagrams programmatically, supporting a wide range of diagram types and styles.

Daraja API MCP Server

Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.

mcp-noaa-tides

MCP server that provides access to NOAA Tides & Currents data including tide predictions, water levels, currents, and meteorological observations.

limps

A document and planning layer for AI assistants. Point limps at any folder for a shared source of truth across MCP-compatible tools.

ContainerLab MCP Server

Enables network configuration, connectivity testing, and routing management for ContainerLab Linux containers through an MCP interface.

Fuel Network & Sway Language MCP Server

A Fuel MCP server which provides support for Fuel docs and various coding IDEs such as Cursor.

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.

Magic Eden MCP Server

Enables interaction with the Magic Eden NFT marketplace across multiple blockchains, providing tools for browsing collections, managing NFTs, analyzing portfolios, and detecting arbitrage opportunities through natural language.

ellmos-filecommander-mcp

Comprehensive MCP server for filesystem operations, process management, interactive sessions, and async file search. Includes utilities for JSON repair, encoding fixes, duplicate detection, OCR, ZIP archives, and Markdown export.

Builder-Proj-MCP Server

A unified MCP server for scaffolding project structures across multiple frameworks including Spring Boot, React, Vue, Next.js, FastAPI, Django, Flask, Express, and more.

Awesome MCP Servers

A collection of MCP servers

GTM MCP Server

A unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to enable AI agents to execute multi-step GTM workflows such as prospecting, enrichment, CRM updates, and notifications.

Microservice Control Panel (MCP)

A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎) advertising platform, providing unified access interfaces for e-commerce traffic acquisition scenarios.

Knowledge Server

Provides LLM-agnostic access to API documentation through MCP and REST endpoints, enabling AI assistants to retrieve, search, and proxy requests to whitelisted APIs across multiple platforms.

Gemini MCP Server

Enables multi-turn conversations with Google Gemini AI models, supporting file and image analysis, automatic model selection, deep thinking mode, and Google Search integration through the AIStudioProxyAPI backend.

MCP Lighthouse Audit

Provides detailed Lighthouse audits for web pages, returning specific failing elements with actionable suggestions and HTML snippets.