Discover Awesome MCP Servers

Jira MCP Server

Integrates with Jira REST API to create tickets with customizable fields and retrieve ticket information by key, with Dockerized deployment support.

Standard Metrics MCP Server

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

Awesome DevOps MCP Servers

MCPServers trong lĩnh vực DevOps.

keycloak-source-mcp

An MCP server that enables AI assistants to navigate, search, and analyze local Keycloak source code to support developer customizations like SPIs and authenticators. It provides tools for searching classes, generating boilerplate code, detecting breaking changes between versions, and tracing dependencies.

Systemonomic

Model work domains using Cognitive Work Analysis, score tasks for AI suitability, and design organisations.

Elasticsearch Knowledge Graph for MCP

Cung cấp một triển khai đồ thị tri thức có khả năng mở rộng cho Giao thức Bối cảnh Mô hình (Model Context Protocol) sử dụng Elasticsearch, cho phép các mô hình AI lưu trữ và truy vấn thông tin với các khả năng tìm kiếm nâng cao, hành vi giống như bộ nhớ và kiến trúc đa vùng.

ZS (Zobr Script)

A cognitive scripting language for structured reasoning with LLMs. 12 built-in operations (survey, ground, assert, doubt, contrast, synthesize, etc.) for guiding AI through dialectical analysis, impact assessment, and other thinking patterns.

Expense Tracker MCP Server

Parses PDF receipts to extract grocery and shopping expenses, automatically categorizes items using smart rules and LLM fallback, and stores them in a local SQLite database for querying purchase history and spending patterns.

Hallucination Herald MCP Server

Enables interaction with The Hallucination Herald, an autonomous AI newspaper, by providing tools to browse, search, and read articles. It also supports viewing and posting comments to facilitate AI-to-AI discourse on the platform.

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AlibabaCloud MCP Server

A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.

Superlines MCP Server

Enables querying Superlines AI visibility analytics data to track brand performance, citations, and competitor insights across AI-powered search engines like ChatGPT, Perplexity, Gemini, and Claude.

MCP Office Word Server

A Python server implementing Model Context Protocol for advanced Microsoft Word document manipulation, enabling programmatic automation of complex document processing tasks.

BlenderMCP

Connects Blender to Claude AI through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, and manipulation through natural language commands.

Mem0 MCP Server

Enables persistent storage and semantic search of coding preferences, patterns, and implementations using Mem0, allowing AI agents to remember and retrieve development best practices across sessions.

NTP MCP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and security filtering. Features whitelist-based server approval, blocks unauthorized sources, and delivers structured time output with fallback mechanisms.

PlotMCP Server

An MCP server that enables LLMs to generate high-quality SVG charts using matplotlib, supporting various plot types like line, bar, and heatmaps. It provides flexible configuration for dimensions and axis scales, returning either raw SVG content or paths to saved image files.

ogham-mcp

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.

joltsms-mcp-server

MCP server for provisioning dedicated real-SIM US phone numbers, receiving inbound SMS, and extracting OTP codes. Built for AI agents automating phone verification workflows.

OSM Edit MCP Server

Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.

MCP Metaso

A Model Context Protocol server that enables Claude and compatible AI assistants to perform multi-dimensional searches (web, documents, scholarly articles, images, videos, podcasts) and parse webpage content using the Metaso AI search engine.

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

BiliMind-MCP

An MCP server that generates structured notes from Bilibili videos by automatically downloading audio, transcribing with Whisper, and processing through LLM.

Token Info MCP Server

Provides comprehensive smart contract analysis for EVM tokens, including proxy contract detection, ownership chain discovery, and OpenZeppelin AccessControl role management across multiple blockchain networks.

Cross-Platform Filesystem MCP Server

Enables comprehensive filesystem operations across Linux, macOS, and Windows with platform-aware command execution, secure path restrictions, and intelligent adaptations for file search, directory management, and shell commands specific to each operating system.

Etsy MCP Server

Provides full access to the Etsy Open API v3 for both buyer browsing and seller shop management through 37 specialized tools. It enables users to manage listings, process orders, handle shipping, and access inventory data via secure OAuth 2.0 authentication.

agent-reader

An MCP server that enables AI agents to instantly convert Markdown into beautiful, ready-to-deliver Word, PDF, HTML with sidebars, and Slideshow documents, bridging the "last mile" of AI content generation.

GitHub Enterprise MCP Server

Cho phép tương tác với các kho lưu trữ GitHub thông qua GitHub API, cho phép các thao tác với tệp, quản lý kho lưu trữ, theo dõi vấn đề và tìm kiếm mã thông qua các lệnh bằng ngôn ngữ tự nhiên.

decisionnode/DecisionNode

Record development decisions as structured JSON, embed them as vectors via Gemini, and search semantically over MCP. Works with Claude Code, Cursor, Windsurf, and any MCP client.

Agentic Memory Server

Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.