Discover Awesome MCP Servers

SSCMFI Bond Analytics MCP Server

Enables AI assistants to perform high-precision Price and Yield calculations for fixed income securities, including institutional risk metrics, using the industry-standard SSCMFI Bond Math Engine.

EduChain MCP Server

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

Kondukt

A developer toolkit for MCP servers that enables testing, validation, debugging, and scaffolding, and can be used as an MCP server for AI agents.

LocatorLabs MCP Server

Generates intelligent Playwright locators with reliability rankings, creates Page Object Models, and runs test automation scripts directly from your IDE or AI assistant.

MCP Croit Ceph

Enables interaction with Croit Ceph clusters through their REST API with 580 endpoints, automatic token optimization, built-in filtering, and role-based access control. Features hybrid mode tools that reduce complexity while providing full cluster management capabilities.

markdown2pdf-mcp

MCP server that converts Markdown to high-quality PDF documents using LaTeX, enabling AI agents like Claude to generate professional PDFs without requiring sign-ups or credit cards.

Sentiment402 MCP Adapter

Provides access to Sentiment402 market sentiment data for global markets, crypto, TradFi, and specific assets, with built-in support for x402 micropayment protocol when API responses require payment.

MCP Postgres Query Server

Mirror of

Mengram

AI memory layer with 3 types — semantic (facts), episodic (events), procedural (workflows that evolve from failures). 21 MCP tools.

Figma Dash MCP Server

Connects IDE to Figma Desktop App, enabling AI assistants to generate and manipulate layouts, shapes, and designs directly inside the Figma canvas.

search-online-mcp

Exposes a standardized web search tool via Brave Search for MCP clients like Codex, Claude, and Cursor, returning stable JSON.

AI Image Generation Server with MCP Interface

This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to request image generation.

Strava MCP Server

Enables interaction with Strava's API to access and manage activities, athlete data, routes, segments, clubs, and gear through natural language.

mcp-systemctl

An MCP server that reports on and manages systemd services using systemctl and journalctl, enabling service listing, status, logs, and control operations.

Gmail MCP Server

Enables AI assistants to manage Gmail accounts through natural language for tasks like sending, reading, searching, and organizing emails. It supports advanced features including draft management, label operations, and batch actions via secure OAuth 2.0 authentication.

macnotes-mcp

A production-ready MCP server for macOS that provides async, cache-backed access and background queued writes to Apple Notes. It enables seamless integration for reading, creating, and managing notes through standard tools like ScriptingBridge while supporting background service execution.

Digitakt MIDI MCP Server

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

kelnix-datamind-curator

AI-Ready Data & Context Engineering API. Connect any data source, query with natural language, clean and standardize data, build AI-ready context packages, and redact PII automatically. 25 free credits on signup.

Azure DevOps MCP Server

Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 49 tools for work items, repositories, pipelines, test plans, and wiki, along with profile-based secrets and write safety layers.

Book Recommendation MCP Server

Provides personalized book recommendations through OpenRouter and ChatGPT based on user preferences for genres, book length, and topics of interest.

Open Weather13 MCP Server

An MCP server that provides access to current weather data and 5-day forecasts via the Open Weather13 API. It enables users to retrieve weather information using city names or geographic coordinates across various languages.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

APIVerve MCP Server

Enables access to over 249 APIs through the Model Context Protocol, simplifying integration and usage without extensive technical knowledge.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

CodeCommit

A mcp that helps to manage codecommit

Mimir

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, workflows, and best practices. Enables generation of work plans, progress tracking, and continuous process improvement through AI-proposed playbook updates.

Oracle Fusion AR MCP Server

Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable REST API for managing financial data. It enables users to list, search, and retrieve detailed invoice information through natural language commands without storing credentials.

Codebeamer MCP Server

Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ individual API calls into 12 intelligent tools with built-in caching and rate limiting, reducing API calls by 70-98% for project management, bug tracking, and item operations.

google-health-mcp-server

MCP server to read daily activity, sleep, heart rate, and body metrics from Google Health API, allowing AI assistants like Claude to access your health data. Optionally syncs health metrics to an Obsidian vault.