Discover Awesome MCP Servers

ESA MCP Server

mcp server for esa.io

Jira MCP Server

A Model Context Protocol server that provides access to JIRA issue data stored in CSV files, enabling AI assistants to query, filter, and analyze JIRA issues through standardized tools.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools. Supports running SQL queries, managing clusters, creating jobs, and accessing workspace resources via the Databricks SDK.

Network Security Control Reviews

Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.

ScholarScope MCP

Enables academic research through the OpenAlex API, allowing users to search for papers, authors, and institutions, retrieve citations, and fetch full-text content when available. Perfect for building intelligent research assistants that can explore academic literature and related works.

CHUK MCP Solver

Provides constraint satisfaction and optimization capabilities to LLMs and AI agents for scheduling, resource allocation, routing, budget optimization, and configuration problems using Google OR-Tools CP-SAT solver.

Solana Metrics MCP Server

Analyzes Solana blockchain metrics from InfluxDB and generates categorized Grafana dashboards for monitoring consensus, network, banking, accounts, RPC, performance, and MEV metrics.

Weather API MCP Server

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

Error Debugging MCP Server

Provides intelligent error detection and debugging capabilities across multiple programming languages with real-time monitoring of build, lint, runtime, console, and test errors. Offers AI-enhanced error analysis with automated resolution suggestions and context-aware debugging.

RSS MCP Server

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

agent-skill-loader

MCP server to dynamically load Claude Code skills into AI agents

MCP-RAG Server

A server that implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval with Modern Context Processing for enhanced context handling.

AlsoAsked MCP Server

Provides Claude access to Google's 'People Also Ask' data through the AlsoAsked API for SEO research and content optimization.

Google Calendar MCP Server

Enables Claude to interact with Google Calendar through natural conversation, allowing users to view schedules, create meetings with Google Meet, cancel events, and search calendars using Nango for OAuth authentication.

Snappy MCP Server with Xano Integration

A Model Context Protocol server for Cloudflare Workers that integrates with Claude AI, enabling tool usage through OAuth login and SSE connections.

Rollbar MCP Server

Enables AI assistants to interact with Rollbar error tracking and monitoring service, allowing them to diagnose issues, view item details, list deployments, retrieve session replays, and update item properties through natural language commands.

Siigo MCP Server

Enables integration with Colombian accounting software Siigo through its API. Supports managing products, customers, invoices, purchases, credit notes, vouchers, payment receipts, journals, and generating financial reports.

Google MCP Server

A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google Drive to provide AI-powered management of emails, events, and files. It enables tool-based interactions like sending emails, creating calendar events, and searching Drive files through clients like Cursor and Claude Desktop.

Remote MCP Server on Cloudflare (Authless)

A template for deploying remote Model Context Protocol servers on Cloudflare Workers without authentication using Server-Sent Events. It enables users to build and host custom tools accessible from clients like Claude Desktop and the Cloudflare AI Playground.

GNNEPCSAFT MCP Server

Model Context Protocol server for GNNePCSAFT tools

Playlist-MCP

An experimental MCP server that makes YouTube playlist transcripts available for AI assistants, enabling search and conversation about video content.

NLB Singapore Library MCP Server

Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.

OptionsFlow MCP Server

Enables advanced options analysis and strategy evaluation through Yahoo Finance data. Supports calculating Greeks, analyzing risk metrics, and evaluating credit spreads, cash secured puts, and covered calls strategies.

MySQL Navigator MCP

MySQL Navigator MCP