Discover Awesome MCP Servers

finnish-foreign-trade-mcp

https://github.com/NectiaAutomation/finnish-trade-mcp-server

MCP Conductor

Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage by 99.7% by processing tool calls and returning only compact results.

spanlens-mcp

MCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).

opn-mcp

MCP server for opn.onl, the open-source self-hostable URL shortener. Shorten links, read click analytics, generate branded QR codes, and manage links — against the hosted service or your own instance.

Bring Fast

A multi-user grocery MCP server and dashboard for UAE stores such as Carrefour, Grandiose, Waitrose, and Spinneys, enabling secure OAuth-based sign-in via Grok while keeping each user's supermarket logins and data private.

mcp-yango-delivery

MCP server for the Yango Delivery B2B API, enabling price estimation, express-courier claim creation and confirmation, courier tracking, and recipient tracking links through natural language.

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.

ConvRadar

Enables conversational analysis of Google Analytics 4 data through MCP-compatible clients like Claude and ChatGPT, providing conversion diagnostics and insights.

SharedContext

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

yt-summarizer

MCP server that fetches YouTube video transcripts and creates Notion pages with summaries. Enables Claude Desktop to summarize videos and save them to Notion.

Weather Alert & Forecast MCP Tool

미국 국립 기상청 API에서 날씨 경보 및 예보를 가져와 미국 주별 경보 및 위치 기반 예보를 제공하는 경량 마이크로서비스입니다.

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.

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.

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.

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.

DoctorVerify

Enables verification of Indian doctors by querying the National Medical Commission's Indian Medical Register for registration, profiles, and blacklist status, with fallback guidance for manual lookup.

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.

ARTie Retirement Guide MCP Demo

Synthetic MCP server that demonstrates retirement guidance capabilities including member profile, super balance, projections, insurance, and adviser booking for a ChatGPT connector demo.

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.

apex-mcp

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

mcp-server-docy

mcp-server-docy

narajangteo-opening

Wraps the Korean Public Procurement Service's bid award information API, enabling users to query bid results, openings, and detailed execution data.

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.

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 LAMMPS Server

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

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.

affinity-creative-mcp

Enables automation of Affinity Photo, Designer, and Publisher from MCP clients, supporting document creation, layer editing, text replacement, export, and more via safe, validated tools.