Discover Awesome MCP Servers

MCP-scopus

Enables AI assistants to search and retrieve real academic papers from Scopus, preventing citation hallucination by providing accurate paper metadata, author info, and citation analysis.

lmwharton/sieve-mcp

vc analyst for pitch deck to memo gen

Fact Checker MCP Server

Enables verification of simple factual claims (e.g., capital cities) by checking against Wikidata, returning accuracy and confidence scores.

Tap

The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operations to operate any interface. Forge once, run forever — zero AI at runtime. 81 skills across 41 sites.

time-left-mcp-chatgpt

Provides a single tool to display visual progress bars for time remaining in the current day, week, month, and year, enabling ChatGPT to answer 'how much time is left?' queries with elegant visualizations.

io.github.darshjoshi/pitwall

Turn Claude into your F1 race engineer.

Mercury Spec Ops MCP Server

Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.

openai-image-mcp

Exposes multiple image generation backends as independent MCP tools for generating images with configurable models and parameters.

Memory MCP Server

Captures live conversation snapshots every 5 prompts and provides semantic recall to maintain context across Claude Code sessions.

IntentGuard MCP Server

Enables AI agents to submit Ethereum transactions with on-chain outcome protection by wrapping DeFi transactions with enforcement transactions that drop the bundle if balance constraints are violated.

ScreenshotInk MCP Server

Enables AI agents to capture, batch, compare, and audit web pages using ScreenshotInk's hosted Chromium fleet, with tools for screenshotting, pixel-diff comparison, Lighthouse audits, and sitemap capture.

company-gibraltar-mcp

Enables AI agents to calculate corporate tax payments, check compliance deadlines, and generate pre-filled Gibraltar company forms (annual return, office change, incorporation pack) without API keys or rate limits.

makemkv-mcp

Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping, and backing up optical discs through natural language commands. It features a persistent job queue, automated ripping strategies, and real-time status notifications via Discord or webhooks.

Zadara Storage MCP Server

Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, including volume operations, snapshot creation, and bucket management. It allows users to interact with storage resources and retrieve performance metrics using natural language or custom API requests.

aria-mcp-drivetime-dk

Computes car driving time, distance, and 'leave by' time between places in Denmark using public OpenStreetMap services with no API key required.

Notion MCP Server

A local MCP server for the Notion API, enabling AI agents to read, write, and manage Notion pages and databases. This fork restores database creation support.

Company MCP Server

Enables AI to interact with internal company systems through API integration, supporting data search, information updates, report generation, and system connectivity.

cargo-mcp

cargo-mcp

AIE7-MCP

MCP server that provides web search capabilities using the Tavily API.

MCP Server

A simple Model Context Protocol server that provides standardized tool functionality, currently implementing a basic calculator for adding two numbers together.

mem-agent-mcp

MCP server for the driaforall/mem-agent model that enables interaction with an obsidian-like memory system through apps like Claude Desktop or LM Studio.

Remote Shell MCP

Enables secure remote workspace management over SSH, supporting file operations, shell commands, and profile configuration for agent-safe remote code environments.

arXiv MCP Server

Enables AI-powered academic paper discovery, search, and analysis from arXiv with advanced features like semantic search, citation network analysis, and multi-format exports (BibTeX, RIS, JSON, CSV). Provides intelligent research assistance through specialized AI prompts for summarization, trend tracking, and literature review automation.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

MCP Atlassian

A Model Context Protocol server that enables interaction with Atlassian products (Confluence and Jira), supporting both Cloud and Server/Data Center deployments for searching, creating, and managing content through natural language.

Meeting Scheduler MCP

Enables natural language meeting scheduling by searching IMAP emails for meeting requests, finding available calendar slots from YAML configuration, and creating email drafts with proper threading to maintain personal conversation context.

InvoiceExpress MCP

Provides complete Portuguese invoice management with 60+ specialized tools including invoice creation, client management, SAF-T tax compliance, treasury operations, and Portuguese Tax Authority (AT) integration for AI-powered business automation.

Sushi MCP Server

Enables AI assistants to control the Sushi audio engine via gRPC for real-time audio processing, parameter automation, MIDI routing, track management, and audio configuration through natural language.

Greek Financial Regulation MCP

Query Greek financial regulation data — regulations, decisions, and requirements from HCMC and Bank of Greece — directly from MCP-compatible clients like Claude or Cursor.

Weather MCP Server

Provides real-time US weather alerts and forecasts by integrating with the National Weather Service API. It enables AI assistants to fetch state-specific alerts and detailed local forecasts using geographic coordinates.