Discover Awesome MCP Servers

cachly-mcp-server

Persistent AI memory for Claude Code, Cursor, GitHub Copilot & Windsurf — sessions, lessons learned, semantic search, and team brain. 38 MCP tools. Free tier, EU servers.

apex-mcp

Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applications via natural language, providing 86 tools across 15 categories.

test-rail-mcp

Lightweight MCP server bridging Cursor to TestRail, exposing get_case_by_id tool to fetch TestRail cases.

mcp-server-docy

mcp-server-docy

MCP Server for Notion

Enables AI agents to search, create, and manage Notion pages and databases through the Model Context Protocol. It features file-based operations and response extraction to optimize token usage and context efficiency.

SharedContext

Provides encrypted, portable memory for AI agents via MCP, allowing fact storage, conversation recall, and cross-machine sync using Arweave.

Data360 MCP Server

Provides LLM agents direct access to World Bank development indicators, enabling search, validation, and retrieval of data on topics like GDP, poverty, and gender equality.

DataPilot MCP Server

A Model Context Protocol server that enables natural language interaction with Snowflake databases through AI guidance, supporting core database operations, warehouse management, and AI-powered data analysis features.

Solana Trading MCP Server

AI-powered Solana trading bot with MCP integration for trading and monitoring.

stargate-mcp

Integrates Asana, GitHub, and Slack into MCP-compatible clients like Claude and Cursor, enabling task management, messaging, and project management through natural language.

mcp-working-context-optimizer

Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.

mem0-mcp

Self-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.

BudgetBakers MCP Server

Integrates Claude with the BudgetBakers Wallet API to access financial data including accounts, transactions, categories, and spending analytics.

MCP LAMMPS Server

A Model Context Protocol server that enables AI assistants to interact with LAMMPS for molecular dynamics simulations through natural language commands.

aria-mcp-football

Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.

Weather Alert & Forecast MCP Tool

Một microservice gọn nhẹ lấy thông tin cảnh báo thời tiết và dự báo từ API của Cơ quan Thời tiết Quốc gia (National Weather Service), cung cấp cảnh báo theo cấp tiểu bang Hoa Kỳ và dự báo dựa trên vị trí.

fabric-model-reader-mcp

MCP server for reading and analyzing Fabric semantic models. Supports getting model definitions and executing DAX queries against Power BI datasets.

Obsidian MCP Second Brain Server

Enables read-only access to Obsidian vaults with semantic search, tag filtering, and metadata queries. Provides secure, intelligent note retrieval and summarization for LLMs without modifying your vault.

mcp-ppsspp

An MCP server that exposes PPSSPP — the PlayStation Portable emulator — to any MCP-compatible client (Claude Desktop, Claude Code, etc.) via PPSSPP's built-in WebSocket debugger interface. Read and write PSP memory, drive games with button input, capture screenshots, set CPU breakpoints, inspect MIPS Allegrex registers — all through a clean tool interface. No bridge plugin needed; PPSSPP's debugg

Conductor Graph MCP Server

Exposes a CognOS agent system as a machine-readable JSON graph, enabling Claude to get a full system snapshot and inspect node status, edges, and blocked nodes.

Waygate MCP

A security-hardened, containerized MCP server framework that provides superior isolation and enterprise-grade security through Docker containers. Enables secure MCP command execution with comprehensive diagnostics, plugin architecture, and production-ready features like SSL/TLS and rate limiting.

mcp-arango-mind

Turns ArangoDB into a schema-driven MCP server for agents, enabling search-describe-exec workflows for database, graph, and knowledge operations without oversizing the tool list.

MCP RAG Server

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

macos-control-mcp

MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.

local_lense

A local RAG-powered documentation search system that uses vector embeddings and Qdrant to enable semantic search across markdown, HTML, and other file formats. It provides an MCP interface for AI tools like Cursor to intelligently query and retrieve information from local knowledge bases.

Prisma MCP Zed Extension

Zed extension cho máy chủ Prisma MCP

Slay the Spire Copilot

Enables AI-assisted gameplay for Slay the Spire by reading game state and providing strategy advice or automated actions via Claude Code.

chronoverify-mcp

Provides MCP-compatible AI agents with a verify_image tool to check a photo's capture time and provenance using C2PA, EXIF, XMP metadata, and pixel forensics, returning a verdict and confidence score.

Grist MCP Server

Enables reading and writing to Grist documents via natural language through MCP tools, allowing users to manage data, schemas, documents, and more using AI assistants like Perplexity.