Discover Awesome MCP Servers

browsermcp

Fork of Browser MCP with improved reliability, logging, and exit code handling; enables browser automation through MCP protocol.

harness-fe

A source-aware MCP server that connects AI agents to browser and server runtimes, enabling real-time debugging, monitoring, and automatic fixes via WebSocket or HTTP.

Enterprise Operation Insight MCP Server

Provides comprehensive data insights into enterprise operations, including company trends, financing history, market rankings, and sentiment analysis. It enables users to perform keyword-based searches and evaluate business scale, tax qualifications, and competitive project profiles.

system-prompts-mcp-server

Model Context Protocol server exposing system prompt files and summaries.

Jules MCP Server

Connects AI coding assistants to the Jules API for autonomous coding sessions. Enables creating and managing coding sessions, GitHub integration, plan approval workflows, and real-time activity tracking directly from your IDE.

codesteer-atlas

Local MCP server for semantic code search using Tree-sitter AST parsing, local embeddings, and hybrid search; enables indexing and querying codebases entirely offline.

Cisco Meraki MCP Server

Enables AI assistants to manage Cisco Meraki networks through natural language, including organizations, networks, devices, switches, wireless, and appliances.

DecimerMCPServer

MCP server that exposes DECIMER image-to-SMILES functionality as tool calls.

SQL MCP Server

Exposes a SQLite database to AI assistants with structured, read-safe access. Includes five tools for schema exploration, querying, and sampling data.

GoCardless MCP Server

Enables AI assistants to interact with GoCardless payment data, providing tools to manage customers, payments, mandates, subscriptions, and payouts. Includes Xero integration support for automatic parsing of metadata.

MCP Paper Finder

MCP server for searching, downloading, and reading academic papers from multiple sources such as arXiv, Google Scholar, and Elsevier.

webmin-mcp-server

MCP server for Webmin system administration. 61 tools across 12 modules covering system monitoring, services, users, cron, packages, files, storage (SMART + LVM), security (Fail2ban), MySQL databases, Webmin ACL, and disk quotas. Four-tier safety framework with safe mode on by default. Python, MIT license, Docker and local deployment supported.

Penpot MCP Server

Enables LLMs to query, transform, and create design elements in Penpot via the Model Context Protocol and Penpot's Plugin API.

SQL Server MCP Server (Diamond Inventory)

Enables safe, read-only querying and schema exploration for Microsoft SQL Server databases with preconfigured Diamond Inventory support, multiple database management, and optional HTTP API.

Lark MCP Server

MCP server for Lark Open Platform that enables messaging, document management, spreadsheet operations, and task management through natural language.

@strajkpolski/mcp

MCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.

Smartsheet MCP Server by CData

Smartsheet MCP Server by CData

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries for merge requests, code reviews, discussions, pipeline tests, and job logs directly from chat.

RF Tools

MCP server for rftools.io — 213 RF & electronics calculators + 13 server-side simulation tools for AI agents. Give Claude, Cursor, or any MCP-compatible AI assistant access to validated engineering calculators and heavy server-side simulations. Microstrip impedance, link budgets, filter design, converter sizing, antenna patterns, and 190+ more calculators — plus NEC2 antenna simulation, FDTD, Mon

SAP ADT MCP Server

An MCP server that enables AI assistants to interact with SAP systems via the ABAP Development Tools (ADT) REST API. It allows users to read ABAP source code, inspect DDIC objects, and execute SQL queries directly.

Cursor Conversations MCP Server

Allows AI assistants to access and analyze your Cursor conversation history, enabling personalized coding assistance based on your actual development patterns.

Jina AI MCP Server

Un servidor MCP que proporciona acceso a los potentes servicios web de Jina AI (lectura de páginas, búsqueda web, verificación de datos) a través de Claude.

MCP Medium Accelerator

A Claude Desktop MCP server that extracts and summarizes Medium articles from specified URLs, with support for Italian language summaries and local storage for future reference.

UniFi Network MCP Server

Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from JSON manifests, with read-only mode by default.

editor-mcp

Un servidor de edición de texto basado en Python, construido con FastMCP, que proporciona herramientas para operaciones de archivos. Este servidor permite leer, editar y gestionar archivos de texto a través de una API estandarizada siguiendo un proceso de varios pasos.

SNOMED CT MCP Server

An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR R4 terminology server supporting SNOMED CT and ECL. Offers tools for searching by term, fetching by code, and navigating the concept hierarchy.

remote-mcp-server-authless-gif-search

A remote MCP server deployed on Cloudflare Workers that returns gifs based on input queries without authentication.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

youtube-mcp

Enables AI assistants to watch YouTube videos by extracting frames at scene changes and visual references, pairing each frame with the exact words spoken at that timestamp. Provides dense frame-transcript interleaving for any model.

Discord MCP OAuth2 Server

Enables reading Discord messages and server information using your own account via OAuth2, no bot required.