Discover Awesome MCP Servers

BioE234 MCP Starter

Framework for building bioengineering automation tools that AI assistants can call via the Model Context Protocol, handling server registration and tool discovery automatically.

Skald MCP Server

Chat with your Skald knowledge base, add and update new knowledge, and search through memos.

mcp4xiaozhi

Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpress news, and random fables.

JFrog Artifactory MCP Server

A Model Context Protocol (MCP) server that provides seamless integration with JFrog Artifactory, enabling AI assistants to manage artifacts, repositories, and perform cleanup operations through natural language interactions.

Dependency-Track MCP Server

Enables querying projects, fetching findings, triggering analysis, uploading CycloneDX BOMs, and checking async token status for OWASP Dependency-Track.

Mine Market MCP Server

This MCP server allows searching mining projects, tenements, and mineral properties through Claude using natural language queries, enabling users to find opportunities by commodity, location, price, and more.

@zhigang1992/uploadfile-mcp

An MCP server that enables users to upload local files to S3-compatible storage and retrieve shareable public URLs. Files are automatically organized into unique UUID-based folders to prevent naming conflicts while preserving original filenames.

flomo-mcp

Enables writing and managing notes in flomo through MCP tools, resources, and prompts.

Google Calendar MCP Server

Enables natural language queries to Google Calendar API for checking appointments, availability, and events. Supports flexible time ranges, timezone handling, and both service account and OAuth authentication methods.

TypeWhisper MCP

Connects to the TypeWhisper macOS app to let coding agents transcribe local files, inspect model status, search history, and manage dictionary terms and corrections.

biosamples-mcp

Validates biological sample metadata against ENA checklists, recommends appropriate checklists, and retrieves checklist field definitions via MCP tools.

Android Tester MCP

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

Code Understanding MCP Server

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

minecraft-mcp

A set of MCP servers that allow AI assistants to control a Minecraft server and client, including running commands, managing plugins, taking screenshots, and calling arbitrary API methods via reflection.

mcp-doc-analyzer

An MCP server for document analysis that provides 21 tools for reading, text analysis, summarization, and data statistics, enabling AI clients to process and understand documents efficiently.

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid exposing secrets in plain text.

coherence-mcp-server

Enables AI agents to interact with the Coherence Network platform, allowing them to browse ideas, record contributions, and access governance features via natural language.

ibkr-mcp

An MCP server that turns Interactive Brokers into a question-answering portfolio analyst.

Kali MCP Server

Provides access to 20+ Kali Linux penetration testing tools through isolated Docker containers, enabling network scanning, vulnerability assessment, password cracking, web security testing, and forensics through natural language commands.

IntelliPlan

IntelliPlan

salesforce-mcp

A focused MCP server for Salesforce CRM that exposes read/write access to standard CRM objects via six tools, designed for multi-tenant gateway deployments.

EduChain MCP Server

Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.

USolver

A best-effort universal logic and numerical solver interface using MCP that implements the 'LLM sandwich' model to process queries, call dedicated solvers (ortools, cvxpy, z3), and verbalize results.

mcp-coinmarketcap

Enables AI agents to query cryptocurrency data including prices, market cap, rankings, categories, and global metrics from CoinMarketCap via MCP tools.

Wisp AI Assistant MCP Server

Wisp AI Assistant MCP Server is a local MCP server that gives trusted AI clients read-only desktop context through Wisp: selected text, clipboard contents, active-window details, visible browser-page text, and screen snippets.

instagram-mcp

A planned MCP server that exposes Instagram professional account operations (content publishing, media management, comment moderation, insights, and discovery) through safe, well-annotated tools via the official Meta Graph API.

Statos MCP Server

MCP server that connects AI assistants to the Statos football analytics platform, enabling natural language queries for match predictions, betting picks, league information, and admin market-suppression controls.

Redmine MCP Server

Enables AI agents to interact with Redmine project management tool via its API, supporting issue creation, updates, search, and attachment operations.

Notion MCP Server

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

UsageWall

Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does this prompt cost?' and get real numbers from a hand-checked pricing table for every major LLM.