Discover Awesome MCP Servers

obsidian-notes-rag

Enables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.

termiAgent

termiAgent là một trợ lý dòng lệnh được điều khiển bởi LLM, cung cấp các cài đặt vai trò plug-in để tạo quy trình làm việc cho các tác vụ khác nhau. Đồng thời, nó là một mcp-client có thể tự do kết nối với các mcp-server của bạn.

@payretailers/mcp

Enables AI assistants to build PayRetailers cross-border payment integrations accurately by providing official documentation, endpoint specs, country-specific payload validation, webhook guidance, and integration prompts as MCP resources, tools, and prompts.

Mattermost MCP Server

An MCP server for interacting with Mattermost workspaces, providing tools to manage channels, messages, threads, reactions, and user profiles via the Mattermost REST API.

ArcGIS Pro MCP

Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.

gdpr-scanner

Provides GDPR compliance scanning for websites via the MCP protocol, with pay-per-call using x402 micropayments.

bitbucket-python-mcp

An MCP server for BitBucket Cloud operations that enables AI agents to manage repositories, branches, pull requests, and search code.

Subindex MCP Server

Generates, validates, and updates structured research tables by synthesizing multiple AI queries, enabling AI agents to autonomously drive research workflows.

imagegen

Local-first MCP image generation server supporting OpenAI and Google Gemini models for generating and editing images, with an embedded interactive studio.

Mobile Development MCP

Đây là một MCP được thiết kế để quản lý và tương tác với các thiết bị di động và trình giả lập.

gitSERVER README Manager

Enables automated README file management for development projects through MCP tools for content creation and summarization, resources for direct file access, and prompts for AI-powered documentation analysis.

user-story-context-mcp-server

Enables MCP-capable agents to retrieve relevant slices of a user-story knowledge graph (stored in Supabase + pgvector) using three retrieval verbs: find_related, find_crossover, and query_stories.

taiwan-pt-mcp

Enables AI assistants to query Taiwan physical therapy evidence, clinical guidelines, and regulations, avoiding fabrication of rehabilitation advice.

SEFAZ RS: NFC-e (SVRS)

Provides read-only consultation of Rio Grande do Sul NFC-e (electronic invoice) data from the official SEFAZ RS source via a hosted MCP server with pay-per-query credits.

Omni-NLI

Provides natural language inference (NLI) capabilities via the Model Context Protocol, allowing AI agents to verify factual consistency and detect contradictions in text.

x402-seller

MCP server for autonomous agents to rug-check tokens, monitor liquidity drains, and get market briefs, with pay-per-call via x402.

MCP-Weather Server

An intermediate agent server that enhances LLMs with weather data capabilities using the Model Context Protocol (MCP) framework, enabling retrieval of real-time weather information.

gitlab-review-mcp

Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project management.

Jenkins MCP

MCP server that connects AI agents to Jenkins, supporting stdio and HTTP transports with tools for jobs, builds, logs, and queue management.

Penny NotebookLM Research

MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

Smart Home MCP Server

Enables control of TP-Link Kasa smart home devices through natural language commands. Supports device control, lighting scenes, room-based organization, and real-time status monitoring for smart plugs and bulbs.

memini

Local-first project memory for AI coding agents. Records failed attempts, fragile files, and decisions per repo, and warns the agent via hooks before it repeats a recorded mistake.

@three-ws/metaplex-agent-mcp

Deploys AI agents on-chain into the Metaplex Agent Registry on Solana, minting Core assets with EIP-8004 identity. Supports self-custodial signing via server keypair or external wallets, with devnet support for free rehearsal.

SmartPark Reservation MCP Server

Enables administrators to securely record approved parking reservations to a durable text file with validation, concurrency safety, and audit logging.

SEO Analytics MCP Server

Provides analytics and SEO insights from Google Analytics 4 and Google Search Console. Supports querying traffic, engagement, conversions, search performance, URL inspection, and sitemap management.

mcp-sports

Wraps TheSportsDB API to enable AI agents to query sports data through natural language.

Brex MCP Server

Enables AI agents to interact with the Brex financial platform, allowing access to account information, transactions, expenses, receipts, budgets, and spend limits through the Brex API.

BYU Learning Suite MCP Server

Enables Claude Desktop to interact with BYU Learning Suite data including assignments, grades, schedule, announcements, exams, and course content, currently using mock data.

ChunkHound

A local-first codebase intelligence tool that enables AI assistants to research codebases using semantic search, multi-hop relationship discovery, and structural parsing. It allows users to extract architectural patterns and institutional knowledge across 30+ programming languages through an MCP-compatible interface.

squidex-mcp

An MCP server that lets AI agents read and write Squidex CMS content directly, with tools for schema listing, content querying, CRUD operations, and multiple profile support for different Squidex instances.