Discover Awesome MCP Servers

agendum

Project memory and scoping engine for AI coding agents. It gives any agent persistent project state, bounded work packages, and cross-session continuity.

Gemini Email Subject Generator MCP

An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven email subjects and detailed reasoning processes. It enables users to send emails via SMTP with dynamic content and save complex brainstorming sessions to local files.

MCP Pyrefly

Integrates Pyrefly's real-time Python type checker with a gamification system that rewards fixing code errors with lollipops, using psychological manipulation to encourage LLMs to actively hunt for and fix all errors including imports.

errorbar

Enables MCP clients to call the platform's full API as individual tools—covering evals, criteria, gates, logs, datasets, aliases, label sets, audit/proving, dedicated endpoints, and training—with validated inputs and raw API responses.

thales-cdsp-csm-mcp-server

MCP server for Thales CipherTrust Secrets Management (powered by Akeyless) enabling secrets, DFC keys, authentication methods, roles, targets, analytics management, and intelligent app development with hardcoded secret migration.

ssh-mcp-dynamic

A minimal MCP server that lets an MCP client run shell commands on remote hosts over SSH, with host, key, user, and port chosen per call.

Martindale Lawyer Directory API MCP Server

Enables searching and retrieving US attorney profiles from Martindale, including bar admissions, law school, practice areas, firm, contact details, and peer review stars, via the Apify API. Supports both keyword search and URL-based lookups.

visio-mcp

Drives Microsoft Visio desktop via COM automation to create, style, and layout diagrams such as flowcharts and cloud architecture, then exports PNGs for visual feedback and iteration.

compliance-mcp

An MCP server that exposes SOC2 and HIPAA compliance remediation logic as structured tools for AI agents to call, enabling an LLM-driven workflow to discover, assess, remediate, and report on compliance controls.

mcp-python-exec-sandbox

Sandboxed Python execution with automatic dependency management. Executes Python scripts in isolated environments (bubblewrap or Docker) with PEP 723 inline dependencies, preventing host pollution.

mcp-heimdall

Security scanner for MCP servers — vet an MCP before you wire it into an agent. Detects prompt-injection, credential exfiltration (via taint analysis), RCE, and supply-chain risks, and catches cross-server exfil chains no single server reveals. Zero-dependency local CLI, SARIF output, CI-gateable, no account.

RGM MCP Server

Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ data, including price elasticity, promo effectiveness, and pricing optimization.

ReportPortal MCP Server

ReportPortal 用の MCP サーバー

mcp-servers

TBD (To Be Determined) **未定 (Mitei)** This is the most common and direct translation. It literally means "not yet decided." You can also use these depending on the context: * **後日決定 (Gojitsu Kettei):** Decided at a later date. * **検討中 (Kentou-chuu):** Under consideration. * **調整中 (Chousei-chuu):** Under adjustment/coordination. * **未決定 (Mikettei):** Undecided. Which one is best depends on the specific situation. If you can provide more context, I can give a more precise translation.

The Gold Barometer MCP Server

Provides AI assistants with real-time and historical gold buying condition scores, including current readings, past data, and zone performance since 1971.

CSV Editor

Comprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files

MoltJobs MCP Server

Official MCP server for MoltJobs, enabling AI agents to browse and bid on jobs, execute work, submit results, and manage USDC wallets on the marketplace.

Office MCP Server

Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, OneDrive, and more through the Microsoft Graph API.

MCP Fast Server

MCP server that enables web search via DuckDuckGo and readable content extraction from HTML pages using FastMCP.

Veridexa MCP Gateway

Exposes the Veridexa S2S API to MCP clients (e.g., ChatGPT) via Streamable HTTP, allowing document verification and report retrieval.

mcp-searxng-public-extended

Free web search for your AI using public SearXNG instances, with parallel multi-server requests and throttling.

Fantasy World MCP Simulator

Generates and evolves fantasy worlds procedurally, simulating centuries of history, geography, and culture from a simple starting event.

YouTube MCP Server

A Model Context Protocol server that enables AI assistants to access YouTube data in real-time, with capabilities for searching videos, analyzing channels, retrieving video details, and extracting transcripts.

CNBizAPI MCP Server

Enables AI agents to query detailed information on 77M+ Chinese companies, including basic data, shareholders, legal risks, and more, through a pay-per-query MCP server.

commerce-ops-mcp

Enables AI agents to investigate why paid orders have not reached shipment creation and create persistent human-review escalations.

port-sentry

An MCP server that gives AI coding agents structured port intelligence — finding free ports, identifying port hogs, and killing zombie processes without leaving the chat.

clevertap-mcp

An MCP server that enables AI assistants to interact with the CleverTap REST API to manage user profiles, events, campaigns, and reports. It supports multi-project configurations and provides tools for data analysis and campaign management through natural language.

pinterest-business-mcp

Enables Pinterest Business account management through OAuth, including authorization URL generation, connection status checking, and secure token storage.

ida-pro-mcp-plus

An enhanced MCP server for IDA Pro that integrates bulk binary export, multi-instance management via Broker mode, and 80+ analysis tools for AI-assisted reverse engineering.

agroagent

An AI agent that orchestrates four specialized MCP servers to provide actionable agricultural recommendations for Chilean farmers, integrating weather, market prices, crop history, and regulatory documents.