Discover Awesome MCP Servers

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

Railway Guardrail MCP

A team-wide, remote MCP server that lets Claude operate Railway projects through natural language, with safety guardrails to prevent irreversible actions without human approval.

Tripadvisor MCP

MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

culprit

Deterministic, offline root-cause analysis for coding agents: find the commit that introduced a bug, and verify a fix is complete before committing.

StremAI

Shared memory layer for AI coding agents to store and recall learned information across sessions and tools.

CVE Search MCP Server

Enables searching and analyzing CVEs and vulnerabilities from multiple sources, optimized for PR review scenarios to help developers identify the latest security issues.

MCP Video Editing Assistant

A Model Context Protocol (MCP) server that learns from your video editing behavior and provides intelligent assistance for film and television post-production workflows.

k8s-aiops

Governed Kubernetes operations for AI agents with 15 MCP tools, audit logging, policy engine, and safety features.

chrome-devtools-mcp-lite

A lightweight MCP server that enables AI assistants to control Chrome DevTools via CDP for debugging tasks like navigation, screenshots, and JavaScript execution.

Yahoo Finance MCP Server

Provides comprehensive financial data from Yahoo Finance, enabling retrieval of stock prices, company information, financial statements, options data, analyst recommendations, and market news through natural language queries.

Cisco MCP Server

Enables executing Cisco CLI commands on network devices over SSH through two MCP tools for exec and config commands, with security and automation features.

Observability Agent MCP

A portable, read-only Model Context Protocol server for turning observability data into bounded evidence that AI agents can inspect safely.

Databricks MCP Server

A Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.

strapi-mcp

Connects any MCP-compatible AI assistant to Strapi CMS for content management, media handling, internationalization, and more through natural language.

Hopsworks MCP Server

Enables LLMs to interact with Hopsworks for platform management, feature store operations, model lifecycle, jobs, and integrations.

Chart-Output MCP Server

Enables AI agents to generate and render charts as PNG, SVG, or WebP images directly in chat interfaces. Supports Chart.js specifications and natural language descriptions for creating visualizations from data.

Stepstone Job Search MCP Server

Enables searching for job listings on the German job portal Stepstone.de with multi-term queries, location targeting by postal code and radius, and detailed job information retrieval through session-aware follow-ups.

Linear MCP Server

Enables AI assistants to interact with Linear's project management system through its GraphQL API, supporting issue creation and management, team operations, project setup, status updates, and commenting.

Streamable HTTP MCP Server

A simple MCP server implementation that demonstrates streaming capabilities with tools for greetings and notifications, accessible through an interactive command-line client.

baselayer

Serves portable behavioral identity models via MCP. Extracts how a person thinks, communicates, and makes decisions from text, then provides always-on identity context, semantic fact retrieval, keyword search, and provenance tracing through 4 tools and 1 resource.

outlook-mcp

Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, calendar, contacts, folders, attachments, and free/busy availability.

mcp-singapore-procurement

Enables querying Singapore government procurement tender awards from GeBIZ without API keys.

Ollama MCP Server

Enables Claude to delegate coding tasks to local Ollama models, reducing API token usage by up to 98.75% while leveraging local compute resources. Supports code generation, review, refactoring, and file analysis with Claude providing oversight and quality assurance.

DuploCloud Docker MCP Server

Enables comprehensive management of DuploCloud infrastructure, including tenants, services, hosts, databases, and storage. It provides tools for lifecycle operations on cloud resources like ECS tasks and S3 buckets through the Model Context Protocol.

AutoBot MCP

Enables remote control and automation of Android devices through the Model Context Protocol, supporting UI interactions, app management, ADB commands, screenshots, and device information retrieval via AutoBot API.

Akave MCP Server

Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).

Image Gen MCP Server

A multi-provider MCP server that enables AI agents to generate and edit images across OpenAI, Google Gemini, Azure, Vertex, and OpenRouter with a unified API.

openground

On-device documentation search for agents

prefab-mcp

Enables MCP agents to read a user's Prefab template library, preview and create project deployments, and manage watched folders and globals on macOS.

mcp-server-adb

A Model Context Protocol server for Android Debug Bridge (ADB) control