Discover Awesome MCP Servers

JMeter MCP Server

Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.

Swagger to MCP

Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

claude-peers

Enables discovery and instant communication between multiple local Claude Code instances running across different projects. It allows agents to list active peers, share work summaries, and send messages through a local broker daemon.

Lotus MCP

Enables creation of reusable browser automation skills through demonstration by recording user actions in a browser while narrating, then converting those workflows into executable skills that can be invoked through natural language.

@cyanheads/hn-mcp-server

MCP server for Hacker News providing tools to fetch stories, threads, users, and search content via Firebase and Algolia APIs.

napkin-ai-mcp

An unofficial MCP server for generating infographics and visuals from text using the Napkin AI API, enabling AI assistants to create professional diagrams, mindmaps, and charts.

s-GitHubTestRepo-HJA3

created from MCP server demo

Cognitive Core

Enables AI agents with persistent, multi-layer memory, multi-agent collaboration rooms, and video generation, all accessible via MCP tools.

apache-atlas-mcp

Connects LLM agents to Apache Atlas for searching, tracing lineage, and managing metadata. Read-only by default, with optional write mode for creating entities and classifications.

Open Brain MCP Server

A personal semantic knowledge base that enables storing, searching, and retrieving memories and work history using natural language. It features vector-based search, tool discovery via a registry, and indexing of Cursor agent transcripts using Supabase or Postgres.

Multi-Capability Proxy Server

A Flask-based server that hosts multiple tools, each exposing functionalities by calling external REST APIs through a unified interface.

sevdesk-mcp

Enables interaction with the sevDesk accounting API for managing contacts, invoices, credit notes, orders, vouchers, transactions, and parts.

PubMed MCP Server

Provides structured PubMed literature data for LLM agents, supporting search, caching, and open-access full-text downloads via the MCP protocol.

newrelic-mcp-server

Provides New Relic observability tools for AI assistants, enabling discovery, data access, alerting, incident response, and performance analytics via natural language queries.

BRAINS OS - version MCP

A Serverless MCP implementation using SST, React and AWS.

openemr-wiki-mcp

A local-first MCP server that provides fast access to OpenEMR wiki pages, users guide, and selected API documentation through tools like search, page retrieval, and category listing.

MCPizza

An MCP server that allows AI assistants to order Domino's Pizza through an unofficial API, with features for store location, menu browsing, and order management.

Local FAISS MCP Server

Provides local vector database functionality using FAISS for document ingestion, semantic search, and Retrieval-Augmented Generation (RAG) applications with persistent storage and customizable embedding models.

Salesforce External MCP Server

Enables Agentforce agents to retrieve order status and loyalty points from external systems via OAuth 2.0 secured MCP endpoints hosted on AWS.

ArkTS Helper MCP

Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI development, enabling AI coding assistants to answer questions and retrieve official docs.

qbo-mcp

MCP server for QuickBooks Online providing read-only access to customers, vendors, invoices, bills, and chart of accounts. Enables natural language queries to your financial data through Claude or any MCP client.

mcp-gladia

Enables LLMs to transcribe, analyze, and translate audio/video content through Gladia's API.

Tanda Workforce MCP Server

Integrates Tanda Workforce API with AI assistants to manage employee schedules, timesheets, leave requests, clock in/out operations, and workforce analytics through natural language with OAuth2 authentication.

mcp-server-wechat-mp

Enables AI agents to publish articles to WeChat Official Account (微信公众号). Supports image upload, draft creation, and publishing via standardized MCP protocol.

OSRS-STAT

A Model Context Protocol (MCP) server that provides real-time player statistics and ranking data of 'Old School RuneScape', supporting multiple game modes and player comparison functions.

Agent Interviews

Agent Interviews

Semantic Scholar MCP Server

Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

MCP demo (DeepSeek as Client's LLM)

Run a MCP client & server demo with DeepSeek API

Skills MCP Server

Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cursor, automatically discovering and categorizing skills from a local directory into 18 categories with semantic search capabilities.