Discover Awesome MCP Servers

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.

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.

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.

Mailgent MCP Server

Provides identity infrastructure for AI agents to manage email communications, including sending, replying, and organizing messages. It also includes a secure vault for managing credentials and generating TOTP codes.

Penumbra MCP Server

an MCP server for penumbra, allowing AI agents to operate a penumbra wallet.

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.

buyapi

Unbiased vendor intelligence MCP server that helps AI agents and developers make informed infrastructure decisions by providing current, structured, neutral vendor comparisons and recommendations.

mcp-opensearch

A read-only MCP server that enables AI assistants to search, aggregate, and explore OpenSearch log data through 12 tools for connectivity, index discovery, search, and aggregations.

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.

Jira MCP Server

A clean and focused Model Context Protocol (MCP) server that provides seamless integration between AI assistants and Jira, enabling natural language interaction with your Jira projects, issues, and workflows.

EdgeOne MCP Pusher

Free self-hosted WeChat push notification service with a standard MCP Server, enabling message sending via Webhook or MCP tools.

MCP Codebase RAG Server

Provides semantic vector search over local codebases via MCP, enabling hybrid search (dense + sparse + RRF) for any MCP client like GitHub Copilot or Claude Desktop.

Chess MCP Server

Enables AI assistants to retrieve Chess.com player profiles, statistics, and daily puzzles through the Model Context Protocol.

Office-MCP

Automates Windows Office applications (WPS Office and Outlook) via COM automation, enabling AI assistants to perform spreadsheet, document, and email tasks.

Ontario Data Catalogue MCP Server

Provides access to Ontario open government data through the CKAN API, enabling dataset search, organization browsing, and resource data queries.

MarkItDown MCP Server

A Model Context Protocol server that converts various file formats (PDF, PowerPoint, Word, Excel, Images, etc.) to Markdown to make them accessible to LLMs.

mcpcap

A modular MCP server for analyzing PCAP files using protocol-specific analysis tools, enabling LLMs to read and analyze network packet captures from local paths or remote URLs.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

openground

On-device documentation search for agents

MCP Perplexity Server

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

mcpcodeserver

Proxy MCP server that translates tool calls into TypeScript code generation, enabling LLMs to orchestrate multi-tool workflows efficiently via code.

mcp-server-adb

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