Discover Awesome MCP Servers

GithubStats_MCP

A lightweight MCP server that enables fetching public GitHub user profiles, repository stats, recent events, and pull request insights through simple tool calls.

Bucket Feature Flags MCP Server

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

i18n-mcp

MCP server for managing i18n JSON translation files. Provides Claude with structured read/write access to translation files for adding keys, checking coverage, and finding duplicates.

yuque-mcp-plus

An enhanced MCP server for the Yuque knowledge base that provides advanced document management, directory tree navigation, and structural adjustment capabilities. It enables AI assistants to manage complex content hierarchies, move nodes, and execute general OpenAPI requests within the Yuque platform.

first-node-mcp-server

A simple Model Context Protocol server that provides an addition tool for adding two numbers.

NextFlows Academy MCP Starter

A starter MCP server with a working 'greet' tool and stub examples for notes/FAQ search, built for the NextFlows Academy cohort program to extend with custom tools.

PromptShield MCP

A Model Context Protocol server that lets AI agents and runtime firewalls call PromptShield-style safety checks for text, chat messages, prompts, tool inputs, and generated outputs.

MCP Context Graph

A self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).

moderngl-docs-mcp

Enables hybrid keyword and semantic search over ModernGL documentation using FTS5 and vector embeddings, with a single search_docs tool.

meican-mcp

美餐MCP服务器，支持查询餐次、餐厅、菜单和订单，以及下单和取消订单操作。

MCP Test Server

A Python MCP server with 65 deterministic tools across 8 groups, supporting stdio, HTTP, and REST API transports for consistent MCP protocol testing.

BioMCP

Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar, gnomAD, OncoKB, Reactome, KEGG, UniProt, PharmGKB, CPIC, OpenFDA, Monarch Initiative, GWAS Catalog, and more. One command grammar for all biomedical entities — genes, variants, diseases, drugs, trials, articles, phenotypes, pathways, proteins, diagnostics, and adverse events. 27 tools. Apache-2.0 license.

mcp-genoffice

An MCP server for byte-preserving, surgical editing of Office documents (docx, pptx) via the GenOffice engine, enabling extraction, patching, creation, deletion, watermarking, and app/CDP-driven operations without breaking layout.

devpost-mcp-server

Enables searching and analyzing Devpost hackathons, winning projects, and tech stack trends for hackathon preparation.

jira-service-desk-mcp

Connects AI assistants to Jira Service Management instances, providing 40 tools for managing service desks, requests, comments, customers, organizations, queues, SLA, approvals, and attachments.

mcp-kintone-lite

A lightweight MCP server that connects AI assistants to Kintone applications for managing records and automating business workflows. It enables secure authentication and natural language interaction for performing CRUD operations and querying data within the Kintone platform.

mcp-data-mesa

Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's open data portal (Socrata) using natural language or direct SoQL queries.

mihome-mcp

An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smart devices. It enables device discovery, property management, action execution, and scene control through the Mi Home cloud service.

jira-issue-context-mcp

Read-only MCP server that fetches a single Jira issue by key and returns its title, description, comments, attachment summary, and image attachments.

cimc-mcp

An MCP server for managing standalone Cisco C-Series rack servers through the Cisco Integrated Management Controller (CIMC) XML API. It provides 16 tools for server lifecycle management, including power control, hardware health monitoring, and BIOS configuration.

Mcp Servers

Servidores MCP

profiler-mcp

Two MCP servers that expose Intel VTune and AMD uProf profiling tools to coding agents, with realistic mock backends for development and testing on any platform.

Google Sheets MCP Server

Enables AI agents to seamlessly interact with Google Sheets through secure OAuth 2.0 authentication. Supports reading, searching, updating spreadsheet data, and managing sheets with smart text replacement and batch operations.

@topazlabs/mcp

AI image enhancement for LLMs. An MCP server that lets Claude and other AI assistants enhance images using Topaz Labs AI models.

AI Loop Library MCP

Provides coding agents with 63+ bounded, verifiable work loops, enabling goal-driven loop selection and executable protocol generation via MCP tools.

safe-solana-mcp

An MCP server providing policy-gated Solana access for AI agents, with read-only operations and guarded transfers that require policy checks and simulation, returning unsigned transactions.

Enhanced PR Comments Resolver MCP Server

Fetches GitHub PR comments and intelligently applies fixes directly in workspace files, supporting automatic issue resolution with smart pattern recognition.

monkeysee

Enables MCP clients to drive a real, logged-in Chrome browser for web automation tasks like navigation, clicking, typing, and screenshotting.

blender-mcp

BlenderMCP connects Blender to Claude AI through the Model Context Protocol, enabling prompt-assisted 3D modeling, scene creation, and manipulation.

Agent Skills MCP

Enables discovery and installation of agent skills from curated GitHub repositories, allowing users to search large collections and inspect skill contents directly. It supports downloading skills locally and provides grounded scaffolds for creating new skills based on existing patterns.