Discover Awesome MCP Servers

lark-mcp

An MCP server that enables AI assistants to search, read, create, and update Feishu/Lark documents and wiki pages. It facilitates seamless document management and wiki searches through OAuth-authenticated API access.

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly on EdgeOne Pages through a self-hosted Model Context Protocol solution. It simplifies web hosting by allowing natural language commands to handle site deployment and KV storage management.

code-snippet-image-mcp

Generates beautiful code snippet images with syntax highlighting and customizable themes for sharing on social media.

trw-mcp

MCP server providing persistent engineering memory and spec-driven development workflows for AI coding agents, preserving learnings across sessions.

localecheck

Verified locale data for AI agents: dates, phone numbers, currency formatting, VAT/sales-tax by date, public holidays, and addresses (UK & US). Returns checked answers and flags impossible inputs instead of guessing.

Apache CouchDB MCP Server by CData

Apache CouchDB MCP Server by CData

ComfyUI MCP Server

生成图像和其他工作流程 (Shēngchéng túxiàng hé qítā gōngzuò liúchéng)

retrieval

Scores AI outputs for faithfulness, relevancy, and hallucination inside any MCP client, with custom metrics, golden sets, and run history with dashboards.

Turbovec MCP Server

Provides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.

Eventbrite MCP Server

This is a Model Context Protocol (MCP) server that provides tools for interacting with the Eventbrite API. It allows AI assistants to search for events, get event details, retrieve venue information, and more.

Mindway MCP Server

Provides a read-only context gateway for the Mindway operating protocol, enabling AI clients to load startup context, search public guidelines, and retrieve protocol documentation safely with path traversal protection.

Vision MCP

Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

github-rag-mcp

Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.

evcharger-mcp-kc

Enables comparing Korean EV charging fees across providers and discount cards to find the cheapest option.

tibet-phantom-mcp

MCP server for Phantom Resume that enables cross-device AI session portability with TIBET provenance, allowing users to seal an AI session on one device and resume it on another.

GPT OpenMemory MCP Server

Enables ChatGPT Desktop to save and manage conversation memories locally in SQLite, providing memory search, summarization, and markdown export capabilities to replace the built-in memory feature when in developer mode.

AWS Security Posture Advisor MCP Server

Orchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations through a unified Model Context Protocol interface.

mcp-retrieval-probe

An evaluation harness that probes MCP-based retrieval servers for calibration, relevance, coverage, citation integrity, and more, also exposing the probes as MCP tools for assistants and CI agents.

backlog-mcp

An MCP server providing AI agents with read access to Backlog issues, comments, and attachments via API Key authentication.

mcp-pyatv

MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, offering 32 tools for playback, navigation, volume, apps, and more.

fallmirror-mcp

MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations as tools and resources, enabling natural language interaction with fold state manipulations and band classification.

Webhound MCP

Webhound is a research engine with an explicit effort control: a prompt defines the investigation and a dollar budget defines how much work it deserves. It returns cited reports or sourced datasets with the working documents, claims, sources, limitations, and evidence pack behind the answer.

Resend MCP Server

Enables sending emails and managing email delivery through Resend's API, allowing users to compose and send emails using natural language.

genconfigenvserver

Generates security config files from environment variables and remote Firebase configuration.

temp-notes

A lightweight service that provides cross conversation temporary information storage and retrieval for AI agents, supporting step-by-step processing of complex tasks.

gantt-mcp

An OAuth-protected MCP server that converts project descriptions into realistic schedules, handling dependencies, resource leveling, critical path analysis, and generating shareable charts (HTML, SVG, PNG, JSON, CSV).

mcp-drawio-server

Turns relational schemas into editable entity-relationship diagrams in draw.io, supporting live databases, SQL DDL, YAML/JSON specs, and existing .drawio files, with tools for managing tables, columns, and relations.

Product Management MCP Server

Provides tools for managing a product catalog, including functions to list, add, and retrieve product statistics. It enables AI agents to perform inventory operations and data analysis through a standardized interface.

mimoe-agent

MCP server for the mimOE AI Agent, enabling on-device tools like device discovery, network insight, and persistent note storage via natural language.

sum_up_to

Computes the sum of dictionary values for keys less than or equal to a given key, treating the dictionary as sorted by key order. Returns 0 for an empty dictionary or when no keys satisfy the condition.