Discover Awesome MCP Servers

treegen

MCP server for generating deterministic, stylized low-poly 3D trees. It supports multiple presets and can export GLB or OBJ assets.

che-word-mcp

Swift-native MCP server for Word (.docx) document manipulation. 148 tools for creating, reading, editing, formatting, and exporting Word documents with full OOXML support.

simple-vision-mcp

A lightweight MCP server for image analysis using any OpenAI-compatible API endpoint, enabling AI agents to analyze images via a single tool.

Codebase Intelligence MCP Server

An MCP server that indexes a local Python codebase into a SQLite graph for hybrid code search, file context, lazy explanations, dependency traces, and version-aware symbol history.

Screener MCP Server

MCP server for Indian stock market data — search companies, analyze fundamentals, compare stocks, browse sectors and screens.

Weather MCP Tool

为 Claude Desktop 提供来自 OpenWeatherMap API 的实时天气数据、预报和历史天气信息，从而能够使用自然语言查询全球范围内的当前天气状况、预报、空气质量和天气警报。

Slander MCP

An MCP server that retrieves and ranks humorous roasts, jokes, and memes about real or fictional characters from Twitter/X. It leverages LLMs for intelligent query generation and uses social engagement metrics to identify and rank high-quality content.

openai-usage-mcp

MCP server for querying OpenAI usage and cost data, including spend summaries, daily breakdowns, month-over-month comparisons, and token usage by model.

RoBridge

RoBridge is a free, open-source local MCP server that lets AI agents drive Roblox Studio—DataModel, scripts, terrain, lighting, UI, and playtests—with 24 free tools and a local dashboard.

mcp-meilisearch

mcp-meilisearch

hello-aigent-subscriber

Enables agents to subscribe to Hello Aigent feeds, fetch signed updates, verify them, and act on them.

tokenlife-mcp

Enables AI to autonomously play the TokenLife text-based life simulation game, from birth to death, experiencing events like censorship and era changes, and sending letters to the user. Users just ask the AI to start and it plays itself.

Skeleton MCP Server

A template project for building Model Context Protocol servers with FastMCP framework, providing example CRUD API implementations, Docker support, and development best practices.

Kickd MCP Server

Enables Claude Code to manage automations, tasks, skills, workflows, credentials, variables, webhooks, events, and notifications within the kickd background automation daemon.

dat-ai-mcp

Provides browser automation, audio transcription, and LLM chat as MCP tools for any agent.

Pytheum MCP

Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents can ask which markets a news article moves without writing their own retrieval layer.

BalanceLab

Runaway loop detector for AI token economies — monitors token usage and cost ratios to catch runaway agent loops early.

spec-coding-mcp

A local MCP server for spec-driven development, enabling users to create, review, and manage specs that guide AI code generation and testing.

BitSight Community MCP Server

Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.

Orgo MCP Server

Enables AI agents to control virtual computers through Orgo, supporting computer management, screen actions, shell commands, file operations, streaming, and AI completions.

tossinvest-api-mcp

A local MCP server that automatically generates tools from Toss Securities' official OpenAPI spec, enabling real API calls with multi-layered order safety and OAuth 2.0 authentication.

Beehiiv Analytics MCP Server

Provides read-only access to Beehiiv newsletter analytics data including publications, posts, and audience segments. Enables users to retrieve detailed analytics and statistics for their Beehiiv newsletters through natural language queries.

cove-sensory-mcp

A local stdio MCP server that lets an Agent use configured multimodal providers to inspect images, video, audio, and music files, acting as a sensory layer for text-only LLMs.

GithubMCP

Connects AI assistants to GitHub repositories, pull requests, issues, commits, and code search while enabling repository visibility controls, CI/CD monitoring, sandboxed local filesystem access, and code quality/security analysis.

kubernetes-mcp

A Model Context Protocol (MCP) server that provides safe, read-only access to Kubernetes resources for debugging and inspection. Built with security in mind, it offers comprehensive cluster visibility without modification capabilities.

DevDocs MCP Server

Provides access to 600+ documentation libraries from DevDocs.io including Python, JavaScript, React, Django, and more. Enables searching, browsing, and retrieving documentation content directly through Claude Desktop.

ContextLattice

ContextLattice is an HTTP-first, MCP-compatible memory/context/task orchestrator that persists writes and returns fused recall from specialized stores with local-first defaults. Primary URL: https://contextlattice.io/ Install: https://contextlattice.io/installation.html Troubleshooting: https://contextlattice.io/troubleshooting.html

Linear Kanban Server

Enables management of Linear kanban boards, projects, and issues directly through Claude via the Model Context Protocol. It includes an automatic task tracking hook that synchronizes Claude's real-time work progress directly to Linear boards.

Enterprise-MCP

An MCP server providing calculator and file system tools, enabling AI agents to perform mathematical calculations and file operations.