Discover Awesome MCP Servers

M-Pesa MCP Server

An experimental MCP server that lets AI agents interact with guarded payment workflows through typed tools, enabling safe agent-assisted payments with M-Pesa and mock Airtel Money.

Fabric-Analytics-MCP

The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub

Meetings MCP Server

Provides read-only access to Google Drive meeting transcripts and Google Calendar events, enabling AI assistants to search, analyze, and retrieve meeting insights.

Homerun ATS MCP Server

MCP server that connects AI agents to Homerun, an applicant tracking system. Enables AI-assisted candidate review: browse vacancies, inspect applications, and leave review notes.

Podlings MCP

An MCP server for accessing and analyzing Apache Software Foundation Incubator podling data from podlings.xml. It provides tools to query podling metadata, generate statistics, and analyze incubation trends over time.

refinex-mcp

Enables querying live AWS spot price arbitrage signals and suppression logs directly in Claude Code or any MCP-compatible AI tool.

Jira MCP

Lets an AI assistant read and write Jira Server/Data Center tickets via direct API access.

Gigwa MCP Server

An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural language commands.

idrac-design-mcp

Exposes iDRAC design-system knowledge via a single get_component tool, currently returning placeholder data for known components.

CodeGraphMCPServer

A lightweight, zero-configuration MCP server for source code analysis with GraphRAG capabilities, enabling structural understanding and efficient code completion from MCP-compatible AI tools.

Convo

Access your meetings, transcripts, summaries, and action items from Convo, an AI meeting assistant. Cross-meeting intelligence: prepare for calls with past context, get weekly digests, and track action items across all meetings. Works before, during, and after your meetings.

Microsoft Calendar MCP Server

Enables fetching and managing Microsoft Outlook calendar events within date ranges through natural language, using Azure AD authentication and dual transport support for compatibility with Claude Desktop and other MCP clients.

BMKG MCP Server

An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.

OpenXAI MCP Server

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

Felt MCP

Enables to interact with Felt maps programmatically through an MCP server. Supports listing, retrieving details, and creating maps with natural language.

spanning-mcp

MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore, and audit. Enables AI assistants to manage and monitor cloud backup protection via the Spanning API.

forgemesh-imagegen

MCP server for AI image generation with automatic USDC payments on Base mainnet. Generate, remove backgrounds, and upscale images via simple tool calls.

pwndbg-mcp

An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF pwn challenges.

DuckDuckGo Search MCP Server

Provides web search and content fetching capabilities using DuckDuckGo, with rate limiting and clean text extraction.

Swissgroceries MCP

A Model Context Protocol server for real-time Swiss grocery shopping that searches and compares products across 8 major Swiss retailers (Migros, Coop, Aldi, Denner, Lidl, Farmy, Volgshop, Otto’s), normalizes per-unit prices, surfaces promotions, computes optimal multi-store shopping plans, and works with any MCP-compatible client without API keys or accounts.

Trader Journal MCP

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

Basic MCP Server

A minimal Model Context Protocol server template built with Smithery SDK that demonstrates basic tools, resources, and prompts functionality for getting started with MCP development.

Kafka MCP Server

A comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.

repo-memory

A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep

tibet-ipoll-mcp

MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enables sending, receiving, and resolving messages between AI agents using .aint domains.

PhishTank MCP Server

Enables checking URLs against PhishTank's phishing database, searching for phishing URLs by target or date, and retrieving phishing statistics, with built-in rate limiting and caching.

atlassian-mcp

Enables natural-language interaction with self-hosted Jira and Bitbucket, providing tools for ticket management, pull requests, code review, and git context.

Dotfiles MCP Server

Enables LLMs to access and execute custom automation scripts from a dotfiles repository, including tools for JIRA, GitHub, Jenkins, and code review.

BookStack MCP Server

Enables searching and retrieving content from BookStack knowledge bases via the BookStack API. It provides structured page data with clean HTML-to-text conversion for seamless integration with AI models.

Redaction & Compliance MCP Server

Provides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.