Discover Awesome MCP Servers

Scientific Paper Reading Assistant

Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.

cjt2mcp

Converts Chanjet T+ OpenAPI into MCP endpoints, enabling AI clients to query inventory, archives, and sales/purchase orders from T+ systems.

Armor Crypto MCP

A single source for integrating AI Agents with the Crypto ecosystem, including wallet creation, swaps, transfers, and event-based trades like DCA and stop loss.

Clear Thought MCP Server

Provides mental models, design patterns, debugging approaches, and structured thinking tools for enhanced problem-solving capabilities in LLM applications.

NorthCinder

NorthCinder is an MCP server that enables AI agents to compare products against a brief, rank them with explanations, and support approved checkout, all while running locally with privacy controls.

Huly MCP Server

MCP server providing full coverage of the Huly SDK — issues, projects, workspaces, members, and account management.

codex-cua-mcp

Enables AI agents to control Windows desktop applications by wrapping Codex's Computer Use capability.

mcp-airtable

Enables AI assistants to perform complete CRUD operations on Airtable bases, tables, records, fields, and comments, with batch processing and file attachment support, plus enterprise-grade reliability features.

s3-md-pdf-converter-mcp

Converts Markdown files and content to styled PDFs with S3 integration, Mermaid diagrams, and ApexCharts support, supporting stdio, HTTP, and SSE transport modes.

Silver Price MCP Server

Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.

Enterprise MCP Server

Enables querying Chinese enterprise business data including company profiles, shareholder information, investments, branch offices, and key personnel through fuzzy search and detailed lookups.

short-video-mcp

Generates TikTok-style short videos narrated by Peter and Stewie Griffin from any content, using ElevenLabs for voice and FFmpeg for video assembly.

notify-hub

Unified notification MCP server with 36 tools to send messages across 23 channels — Email, SMS, Slack, Telegram, Discord, Teams, WhatsApp, Firebase Push, and more.

@gapra/nuxt-migration-mcp

Provides automated analysis, audit, and code generation to migrate Nuxt 2/3 projects to Nuxt 3/4, with orchestrated multi-server workflow support.

supabase

Enables direct Postgres queries, storage management, user authentication, edge function invocation, and project administration through 24 grouped tools.

Thoughtbox

next-gen reasoning MCP for agentic AI's Wave Two. successor to Waldzell AI's Clear Thought server.

Google Sheets MCP Server

Wraps the Google Sheets API for reading, appending, updating ranges and adding dropdowns, with an optional Gmail monitor to automate job application tracking.

timetastic-mcp

An unofficial MCP server that exposes the Timetastic API to enable querying and managing absence & leave data.

ThinChain

MCP server that sanitizes bad broker data and compresses 500-row options chains to strategy-specific slices for AI trading agents. 95% token reduction. Handles ghost quotes, inverted spreads, and impossible greeks automatically.

~Alter

TypeScript SDK for ALTER - identity infrastructure for the AI economy. alter-mcp-bridge exposes mcp.truealter.com as a stdio MCP: identity verification, ~handle resolution, 33-trait vectors, belonging probability, x402 micropayments

google-maps-comprehensive-mcp

Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search and details, distance matrix, elevation, and directions through natural language.

Deep Research MCP

A Python-based agent that integrates research providers (OpenAI, Gemini, DR-Tulu, Open Deep Research) with Claude Code via the Model Context Protocol for automated deep research.

Terraform Plan Analyzer MCP Server

Provides tools to execute Terraform commands, analyze plan outputs for resource changes, and generate detailed markdown reports. It supports custom environment variables and filtering patterns to streamline infrastructure analysis and management.

ChromeWire MCP

Real browser tabs for AI agents through a safe localhost MCP bridge, enabling control of Chrome tabs via MCP-compatible AI CLIs.

WSAI FixCenter

Evidence-first MCP server for diagnosing problems with hooks, plugins, skills and configuration, returning ranked probable causes and reviewable fixes without modifying the workspace.

codex-serverops-mcp

A Windows-first MCP server that maintains persistent stateful SSH sessions to Linux servers, enabling Codex to run commands, manage files, and use sudo without exposing credentials.

pve-mcp-server

Read-only Proxmox VE MCP server providing 25 tools for VM, LXC, node, storage, and cluster inspection via stdio transport.

TouchDesigner MCP Server

Enables AI coding assistants to access comprehensive TouchDesigner operator documentation, Python API references, and tutorials for building TouchDesigner networks.

iMessage MCP Server

Enables AI assistants to read, search, and send iMessages, manage contacts, and access attachments on macOS.