Discover Awesome MCP Servers

SYD MCP Server

Enables querying batch status, traceability, and compliance through natural language by connecting SYD to AI assistants via the Model Context Protocol.

QuantGist MCP Server

Provides macro-economic event data, earnings reports, and market overviews as MCP tools, enabling AI agents to query calendars, check event proximity, and assess trade safety.

Spurs Analytics MCP

Governed data pipeline for NBA ticketing and attendance data, exposing typed tools for AI agents to query game performance and seat-tier sales without direct database access.

Ubuntu MCP Servers

MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, packages, versions, and merge requests with multiple authentication providers.

leetcode-github-assistant

Enables querying a personal GitHub repository of solved LeetCode problems via natural language, including topic-based search and live retrieval of solution code with difficulty and tags.

Test MCP Mar19 TRAIA MCP Server

Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API through standardized tools and the Model Context Protocol. It provides seamless API access for automated workflows with support for Docker deployment and asynchronous operations.

camt053-mcp

MCP server that enables AI agents to parse, validate, and reverse ISO 20022 bank statements, with tools for discovering message types and return reasons.

Oracle MCP Server

A Model Context Protocol (MCP) server implementation for Oracle database operations

Chart Canvas MCP Server

Enables AI assistants to create interactive charts, diagrams, and tables displayed on a real-time dashboard, supporting multiple data sources with privacy-focused local execution.

FRED API MCP Server

Enables searching and retrieving economic data from the Federal Reserve Economic Data (FRED) API, including time series, categories, releases, and popular indicators.

Blender MCP

Connects Blender to AI assistants through the Model Context Protocol, enabling direct AI control of 3D modeling, scene creation, and manipulation via natural language.

idescat-mcp

Provides access to Catalonia's statistical data via the IDESCAT Tables API v2. It enables users to navigate catalogs, inspect metadata, and query data with territorial filters and resolved labels.

Hermes Squad

Multi-agent AI orchestrator that runs parallel coding agents in isolated sessions with self-improving intelligence, exposed via an MCP server for task execution and management.

Neil Mcp Server Include Mysql

include: mcp-mysql

Redmine MCP Server

Enables AI applications to interact with Redmine project management systems for issue tracking, time logging, and project management through natural language.

SSH MCP Server

Provides LLM clients with safe, persistent SSH access to remote machines through the Model Context Protocol. Maintains shell sessions that preserve environment state between commands, enabling multi-step workflows and interactive diagnostics on remote systems.

distill-kura

Enables agents to store and recall long-term memories by semantic relevance rather than exact keywords, with writes gated by verbatim evidence and separate memory stores per agent mode.

mcp-securitytrails

Wraps the SecurityTrails API to enable querying domain, IP, and DNS data through MCP tools or natural language via the Pipeworx gateway.

Planwright

Enables orchestration of autonomous coding agents (Claude Code, Cursor, etc.) through an objective-native planning board with hash-chained audit trail. Humans define outcomes, agents claim and execute tasks via MCP.

MCP (dot-do)

A framework that provides search, fetch, and do primitives to enable AI agents to orchestrate complex tasks via sandboxed TypeScript code execution. It optimizes performance and security by reducing multiple sequential tool calls into a single, efficient inference round-trip.

Helix MCP Server

A local-first MCP server providing secure workspace file operations, offline full-text search, and web search/fetch capabilities without requiring API keys.

psychopy-mcp

An MCP server that enables Claude Code/Codex to directly control PsychoPy for designing, running, and analyzing psychology experiments with literature-calibrated paradigms.

ecobrowser MCP server

Enables AI agents to control a browser via MCP with structured perception, verified actions, and self-healing capabilities.

olx-mcp

MCP server for OLX marketplace. Enables AI assistants to search listings, get offer details, track prices over time, and compare offers across OLX Poland and other supported countries.

ai-research-assistant-mcp

An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.

beanie-mcp

An MCP server for querying Beancount ledgers using natural language, enabling financial analysis through Claude with tools for BQL queries and ledger validation.

aidocx-mcp-server

MCP server for AiDocX, enabling AI assistants to create, upload, manage, and analyze business documents and presentation decks, with support for various document types and AI-powered generation.

RouteKit MCP

Route optimization API for Brazil with tools for geocoding, distance matrices, isochrones, and advanced vehicle routing, supporting constraints like time windows, skills, and multi-profile fleets.