Discover Awesome MCP Servers

kokkai-mcp

Enables search, retrieval, and summarization of Japanese National Diet meeting minutes via MCP tools.

zlib-mcp

An MCP server that lets AI agents search and download books from z-library using the user's own account credentials.

SpinAI App

Integração do Agente SpinAi com o servidor Hubspot MCP

MCP Image Generator

An MCP server for generating and manipulating images using fal.ai's Stable Diffusion model, supporting multiple artistic styles, image sizes, upscaling, and inpainting.

QGIS MCP Server

Enables interaction with QGIS (Quantum GIS) through an MCP plugin and server, allowing natural language commands to control QGIS.

mcp-weather-server

Provides current weather conditions and 5-day forecasts for any city worldwide using the OpenWeatherMap API.

griptape-mcp

Provides AI assistants with direct access to official Griptape framework documentation and code examples through a pre-built SQLite database. It enables accurate code generation for Griptape agents, pipelines, and nodes by eliminating documentation hallucinations.

Browser Use Heroku

Enables AI agents to control and automate browser actions through an MCP server deployed on Heroku. Supports programmatic browser automation with natural language tasks across multiple LLM providers.

technocore-mcp

Enables MCP-capable runtimes to read agent message rooms, sign and post public messages, and create or verify Ed25519 contribution proofs for Technocore.

Google API Discovery Service MCP Server

An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.

posokanei-mcp

Read-only MCP server for Greek supermarket product and price data from PosoKanei. Enables product search, barcode lookup, price comparison across retailers, and basket evaluation.

Turbo Quant Memory MCP Server

Provides persistent, local-first memory with knowledge graph and hybrid search for AI coding agents, reducing token usage by storing decisions, patterns, and codebase context.

Coding Standards MCP Server

Automatically enforces team coding standards in AI-assisted development by providing an MCP server that AI assistants can query for language-specific standards, style guides, and best practices.

@vibemap.ai/mcp-server

Connects IDE agents to VibeMap via MCP, allowing AI coding agents to load project specs or reverse-engineer codebases into structured VibeMap assets.

agentrem

MCP server for managing structured reminders for AI agents, with persistent storage, full-text search, and cross-session support.

ATLAS Life Safety Decision MCP Server

Provides local safety regulation, weather, and dining hygiene context tools for the ATLAS multi-agent safety evaluation system.

Penfield AI Memory

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Weather MCP Server

A Model Context Protocol server that provides real-time US weather alerts and forecasts via the NOAA National Weather Service API.

Lido MCP Server

Enables AI agents to interact with the Lido protocol for ETH staking, position management, and governance participation across Ethereum and L2 networks. It provides tools for querying balances, simulating transactions, and executing complex workflows like withdrawals and DAO voting through a safety-first interface.

jlink-mcp

Enables AI assistants like Claude to directly debug microcontrollers via JLink, supporting breakpoints, single-step, memory/register access, variable inspection, RTT logging, and firmware flashing.

AWS Lambda Tool MCP Server

Bridges MCP clients and AWS Lambda functions, enabling generative AI models to invoke Lambda functions as tools without code changes.

Silver Price MCP Server

Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.

mcp_ctl

Um gerenciador de pacotes para gerenciar todos os seus servidores MCP em diversas plataformas.

ai-explore-review-loop

Enables Claude Code sessions to wait for a durable, exact-head GitHub pull-request review and continue the same review/fix/push loop without polling, using Supabase durable state and Realtime wake-ups via ordinary stdio MCP.

Docker MCP Server

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

EdgeHop

Stop grepping. Start knowing. EdgeHop turns a codebase into a queryable graph and serves it over MCP — find where a symbol lives, who calls a function, the type hierarchy, and the shortest path between two symbols, resolved from the compiler's semantic model instead of text search. Language support is pluggable: C#/Razor and JavaScript/TypeScript today, with more extractors on the way — and it re

mem-persistence

Persistent memory MCP server that stores and retrieves memories in Markdown files, enabling shared context across multiple AI agents with hybrid search and deduplication.

Hammerspace Storage Management MCP Server

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

ChatCrystal

Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and MCP memory tools.