Discover Awesome MCP Servers

IBM i MCP Server

Enables AI agents to interact with IBM i systems through the Model Context Protocol, providing secure SQL-based access to Db2 for i databases for querying, monitoring, and executing operations.

sarvam-tools

An MCP server providing tools for speech-to-text, translation, language detection, question answering, and text-to-speech using Sarvam AI models, enabling multilingual voice agents.

redash-mcp

Model Context Protocol (MCP) server for Redash - manage queries, dashboards, and visualizations through AI assistants like Claude.

tcpsh-mcp

MCP server for interactive TCP connection management, enabling opening listeners, managing sessions, port forwarding, proxy with logging, and local command execution from any MCP host.

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-securitytrails

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

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.

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.

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.

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.

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.

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.

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.

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.

mcp-fts5-starter

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

Project Tracker MCP Server

A TypeScript-based REST API that integrates project and task management with MCP (Model Context Protocol), allowing users to manage projects and tasks through natural language interactions.

Forecast Storage MCP Server

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

agent-commons

Enables agents to search answered tickets, ask new questions, and answer waiting questions on the shared help desk, while providing read-only observation of visits.

mcp-policy-guardian

A deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.

vmware-avi

VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kubernetes integration. 29 MCP tools across virtual services, pools, analytics, and AKO lifecycle, with double-confirmation gates and audit logging for destructive operations.

rtk-mcp

MCP proxy that filters oversized tool responses, downscaling screenshots and pruning accessibility snapshots to reduce token usage in LLM interactions.

scifinder-route-mcp

MCP server for indexing and searching reaction-step-level synthesis routes from local SciFinder exports, designed for Docker/NAS deployment.

ark-nitrado-mcp

An MCP server that lets Claude check your Nitrado-hosted ARK server: live status, settings, and files without using the web panel.

dream-os

MCP server for Dream OS, enabling Claude to read, add, update, remove, and move desktop gadgets, capture ideas, and manage a transparent overlay through a set of 8 tools.

Piskel MCP Server

Enables AI assistants to create and manipulate pixel art by providing tools for drawing, layer management, and animation frame control. It supports exporting projects to PNG, GIF, and sprite sheet formats via the Model Context Protocol.

spine-mcp

Local MCP server for automating Spine projects via the official CLI, enabling AI tools to inspect, export, import, and add animations to .spine files.

MCP Todo List

MCP server that exposes a TODO list API to AI assistants, enabling natural language management of tasks with create, read, update, and delete operations.