Discover Awesome MCP Servers

rulesmith

Provides a CLI and MCP server for scanning repositories to generate evidence-backed, project-specific instruction files for AI coding assistants, ensuring AI behavior aligns with existing codebase conventions.

sharedoc-mcp

sharedoc-mcp is an MCP stdio server that lets AI agents publish, update, search, and revoke shareable Markdown documents as secret GitHub gists or self-hosted password-protected links with expiry, through eight MCP tools and a single interface.

colab-mcp

Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.

ashare-mcp

An MCP server that exposes all 23 baostock data endpoints as tools, including K-line, quarterly financials, performance reports, dividends, industry classification, index constituents, and macro series.

mcp-rosario-municipal

Read-only MCP server for Municipalidad de Rosario citizen queries, routing by intent to official sources and a local document index. It exposes tools for querying official documents, procedures, claims, payments, appointments, and news via MCP stdio or HTTP.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

@shuji-bonji/pdf-reader-mcp

An MCP (Model Context Protocol) server specialized in deciphering PDF internal structures.

mcp-server-dev-test

A Model Context Protocol server implementation using Node.js, TypeScript, and Bun, designed for serverless and edge deployments on Vercel and Cloudflare.

Claude-Code MCP Runner

This MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.

Figma MCP

MCP server for the Figma API. Lets AI agents fetch designs, nodes, and rendered images from Figma.

honest-vies-mcp

Local MCP server for validating EU VAT numbers using the official VIES API. Enables AI to check VAT validity and optionally retrieve consultation numbers for legal proof.

MCP Git/PR Assist

Enables Git and GitHub pull request operations through Claude AI, including repository management, branch operations, commits, and PR creation/commenting. Streamlines development workflows by providing Git commands and GitHub API integration through natural language interactions.

PromptX

Transforms AI agents into industry experts through natural conversation, enabling role creation (Nuwa), tool integration (Luban), and professional content generation (Writer) with cognitive memory capabilities.

kuik-fileshare-mcp

Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server using the employee's own credentials, enforcing live ACLs. Supports file operations such as list, read, write, search, move, copy, delete, and upload/download without mounting or duplicating data.

maildoc

Lightweight email search, attachment retrieval, and PDF extraction for AI agents via Gmail, exposing MCP tools to search, manage folders, and extract text from PDF attachments.

MCP Greeting Server

Provides time-aware greetings in multiple languages and timezones, with personalization support.

Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.

docs-search

Enables semantic search over documentation sites by indexing them via sitemap and using OpenAI embeddings, stored locally in ChromaDB.

Cancellation Analyzer MCP Server

A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.

Memorised them All

Imagine you could hand Claude a filing cabinet of your documents and say "remember all of this." Later you just ask questions, and Claude answers from what it remembers — citing which document each fact came from. That's Memorised them All. It's a small add-on (an MCP server) for Claude Desktop and Claude Code that: Reads your files — PDFs, Word/Excel/PowerPoint, web pages, images (with OCR), ev

Internet Archive MCP server

Provides tools to query the Internet Archive, including enumerating historical captures, listing revisions, reading snapshots as clean text, diffing captures, and searching archived items.

codex-protocol-guardian

Enforces protocol-driven development by validating requirements, designs, scope, and acceptance evidence, while maintaining immutable, traceable governance archives.

SavePinner MCP

MCP server for parsing, validating, classifying, and normalizing Pinterest URLs locally, supporting pins, profiles, boards, and ideas URLs across Pinterest country domains without network requests.

IP Contingency MCP Server

Enables AI-powered analysis of IP assignment compliance, including gap detection, anomaly detection, and risk prediction.

ontology-mcp-self-healing

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

proxmox-mcp

Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

Ref

Ref

MCP Search Server

A unified Model Context Protocol server that integrates multiple search providers including Brave, Tavily, Exa, Semantic Scholar, and arXiv. It enables users to perform web, news, and image searches alongside academic research and citation analysis through a single interface.

AgentPM

A planning and orchestration system for AI-driven software development that integrates as an MCP server, enabling developers to plan, prioritize, and execute complex projects with context-aware assistance.