Discover Awesome MCP Servers

mcp-testbed

Provides an isolated workspace for testing candidate code, runs tests, and returns deterministic pass/fail verdicts. Enables automated grading of software engineering solutions by ensuring reproducible test runs.

Eureka Labo MCP Server

Enables task management and automated development tracking for Eureka Labo projects with git integration. Supports creating, updating, and tracking tasks while automatically capturing code changes and generating detailed development logs with syntax highlighting.

ocrmypdf-mcp

Provides OCR capabilities to add searchable text layers to scanned PDFs, with tools to check OCR need, process single files or batch folders, and integrate with Zotero attachment storage.

TradingView MCP Bridge

Connects AI assistants to TradingView Desktop for chart analysis, Pine Script development, and automation via Chrome DevTools Protocol.

VisionToolMCP

Enables text-only agents to process images by accepting image files, base64 data, or URLs, sending them to multimodal models, and returning structured text results via MCP.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling connection to AI Playground and Claude Desktop.

tgreader-mcp

Telegram channel reader MCP server — exposes Telegram channels as MCP tools via Telethon MTProto.

local_computer

Enables AI assistants to access files and terminal of a local computer via a public HTTPS endpoint, secured with GitHub OAuth.

image-convert-mcp

MCP server for converting images to WebP and AVIF formats with batch processing and parallel execution.

mintlify-mcp

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

MCP Google Workspace

Enables comprehensive management of Google Calendar, Contacts, and Gmail through AI systems. Supports full CRUD operations including creating/updating/deleting events, managing contacts, sending emails, organizing with labels, and batch operations with OAuth2 authentication.

Quire MCP

Enables natural language interaction with Getty's Quire digital publishing tool, allowing users to perform CLI tasks like creating projects without using the terminal.

HS Code Classifier MCP Server

Classifies product descriptions to official HS codes and validates supplier-provided codes using government tariff schedules via the HSPing API.

gmail-mcp-server

A Model Context Protocol server that exposes the Gmail API for integration with LLMs, enabling email management tasks such as reading, labeling, and searching emails.

YakusokuKeeper

A rule-based MCP server that automatically applies configured rules at specified intervals to enforce consistent LLM behavior, with support for dynamic rule management and integration with Claude Code.

VelaCU

macOS computer-use MCP server enabling AI agents to capture and interact with specific app windows via normalized coordinates, performing background clicks, keyboard input, and typing without taking over the physical cursor.

OpenProject MCP Server

Enables AI agents to interact with OpenProject's APIv3 for autonomous project management, including task tracking, member administration, and project configuration. It supports comprehensive operations for managing work packages, projects, and reference data like statuses and priorities.

fly-mcp-gateway

Enables deploying an always-on Streamable HTTP MCP gateway on Fly.io with optional bearer token auth, so AI clients can connect to a reliable MCP endpoint.

i18n-tools

Provides internationalization MCP tools enabling AI agents to perform translations, locale management, and i18n operations.

jina-mcp-server

Enables remote MCP access to tools for URL-to-markdown conversion, web and image search, academic search, embeddings, reranking, classification, deduplication, and PDF extraction.

serac

Sovereign E2E cloud storage for AI agents. MCP-native, zero-knowledge, RGPD-compliant, built in France.

GSAP MCP Server

Enables Claude Code to create and manage GSAP animations, including timelines, scroll triggers, and performance optimization.

POM MCP Server

Generates PowerPoint presentations from POM format JSON, enabling AI agents to create .pptx files directly from natural language instructions.

BuildBetter

AI for product teams. Connect all your company and customer knowledge to all of your other tools via BuildBetter's MCP.

MCP Project Standards Server

Manages project standards, configurations, and API debugging for AI-assisted development, ensuring unified development practices across teams and machines.

PubMed MCP Server

A comprehensive Model Context Protocol server that enables advanced PubMed literature search, citation formatting, and research analysis through natural language interactions.

HireSignal

MCP server that turns live job postings into buying signals for B2B sales, enabling AI agents to find in-market accounts and time outreach based on hiring intent.

RulesetMCP

Provides AI agents with queryable, version-controlled project rules and coding standards. Enables validation, rule-based guidance, and task summaries to keep AI work aligned with your project's conventions without repeating context.

memoryweb

An MCP server that gives AI agents persistent, narrative memory: concepts as nodes, relationships as typed "because" edges, so anything filed can be pulled back by association rather than by address.

MCP for Flarum

Provides MCP-compatible AI clients with full access to a Flarum forum's API, enabling reading, searching, creating discussions, replying, moderation, and management of users, tags, and groups.