Discover Awesome MCP Servers

openapi-mcp-bridge

Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.

schrodinger-mcp

Enables AI assistants to execute computational chemistry and drug discovery workflows using Schrödinger Suites 2026, including protein preparation, docking, ADMET, QM/MM calculations, and job management.

Confluence MCP Server

MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

fhir-mcp-suite

Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.

local-model-suitability-mcp

Evaluates task suitability for local models before cloud API calls, routing to Ollama or similar to reduce costs.

MCP Maven Server

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

minimax-llm-mcp

Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat completions, text completions, tool calls, and token counting via stdio or SSE transport.

edgegate-mcp

MCP server for EdgeGate that enables setting up edge-AI regression gates on Snapdragon devices directly from Claude Code, Cursor, or Claude Desktop.

codex-mcp-server

An open-source MCP server that connects your IDE or AI assistant to the Codex CLI, enabling non-interactive automation with codex exec, safe sandboxed edits with approvals, and large-scale code analysis via @ file references.

shuck-file

Provides AI agents with document conversion to Markdown, intelligently routing small and large files, and enabling targeted extraction via sections, search, and token budgets.

message-mcp

Real-time push notifications and alert sounds free you from staring at the screen. While the AI works, you can comfortably enjoy a cup of coffee.

Feedback MCP

Collect and analyze user feedback from any app via a single API endpoint, with MCP tools for listing, searching, and stats.

Pingera MCP Server

A Model Context Protocol (MCP) server for the Pingera monitoring service, providing seamless integration between AI models and monitoring data.

AIOS MCP

A remote MCP server that turns AIOS Kernel conventions into callable tools scoped to a single Google Doc, enabling section listing, content retrieval, and guarded edits via find/replace or append.

theseus-kit

Open-source MCP server for inspecting, editing, templating, and publishing TFRobot configuration, with optional A2C-SMCP resources.

Quizz MCP

Enables Claude to generate interactive quizzes from conversations to test understanding and reinforce learning.

Tribunal TRF2: Processo

Read-only MCP server to query legal process information from the Brazilian Federal Regional Court of the 2nd Region (TRF2) from official sources. Pay-per-use with prepaid credits.

Trello MCP Server

Enables interaction with Trello boards, lists, and cards using the Model Context Protocol. Supports operations like fetching boards, lists, cards, and searching across boards.

SearXNG MCP Server

Enables web search and content scraping from multiple engines via a local SearXNG instance, allowing AI assistants to retrieve and extract web content.

ghostinspector-mcp-server

Enables natural language interaction with Ghost Inspector for managing automated browser tests, suites, folders, and execution results.

@nightsquawktech/gohighlevel-mcp-server

Stdio MCP server for curated GoHighLevel API v2 coverage, enabling create, update, and delete operations on custom fields, contacts, opportunities, tags, conversations, calendars, and more, with safe guarded destructive tools requiring explicit confirmation.

production-grade-mcp-agentic-system

A production-grade MCP server designed for multi-tenant, authenticated, and observable AI agent systems, enabling secure tool execution across heterogeneous data sources.

nitro-mcp-server

Enables MCP client interaction via streamable HTTP, providing example tools (echo, getPostsByUser) and resources (posts, users) with pluggable authentication providers.

Jisho MCP

Enables Japanese word lookup and search using the Jisho.org dictionary, providing tools to search entries and retrieve exact word definitions with JLPT levels and parts of speech.

pinchtab-mcp

MCP server that wraps PinchTab's HTTP API for browser automation, enabling AI agents to control Chrome via actions like navigation, clicking, typing, and screenshots.

AgentDB

Real-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sources covering AI/tech, startups, alternative markets, and emerging markets — no scraping or storage required.

YouTube MCP Server

Provides comprehensive access to YouTube Data, Analytics, and Reporting APIs, enabling AI assistants to manage videos, analyze performance, handle comments, and extract transcripts.

bitbucket-server-mcp

Enables to interact with Bitbucket Server repositories, pull requests, and code reviews, including file browsing, PR management, and review actions through natural language.

ALECS - MCP server for Akamai

MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.

OmniFocus MCP

A Model Context Protocol implementation that connects Claude Desktop with OmniFocus 4, enabling natural language task management through AI.