Discover Awesome MCP Servers

runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

RTTA Arena MCP Server

Enables AI agents to participate in a blockchain-based reverse Turing test game, with tools for session management, room matching, gameplay actions, and automatic play.

cocoon

An MCP server that provides a single tool for discovering, auto-installing, sandboxing, and calling any API from the printing-press corpus. It enables agents to seamlessly find and execute API operations without per-API setup.

mcp-web-validator

Enables AI coding assistants to validate HTML/CSS markup using W3C APIs, perform technical SEO audits, check broken links, and validate JSON-LD schemas directly in local workspaces.

sky-spine-mcp

Automates Spine asset pipeline tasks such as export, texture packing, resource validation, and file summarization through the Spine CLI.

glm-vision-mcp-server

Enables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.

Claude Code Manager WAN

Enables ISLI agents and MCP clients to dispatch natural-language coding and terminal tasks to a locally-installed Claude Code CLI, supporting both one-shot execution and persistent sessions with workspace and security controls.

Indexed FP&A MCP Server

Gives Claude full read/write access to the Indexed FP&A portal's data, enabling everything a person can do manually on the portal through conversation.

Pulsar MCP Server

Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

agentscore-mcp

Three practical MCP tools to investigate agents, threads, and content trust signals.

Google Data Catalog MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta

MCP WordPress Server

Enables comprehensive WordPress site management through natural language in Claude Desktop, supporting multiple sites with 59 tools for content creation, media management, user administration, and performance monitoring.

io.github.resuly/daleads-mcp

Enables querying Australian development applications and address-level property intelligence via the DA Leads API, offering tools for DA search, nearby applications, council/category lookups, SQL analysis, and property samples.

mcp-repo-graph

Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

PostgreSQL MCP Server with GitHub OAuth

An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.

mcp-audit

An MCP server that gives AI agents observability over their own tool calls, enabling auditing, cost tracking, latency analysis, and alerting.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

MCP File Downloader

Enables Claude Desktop to download files from web URLs with automatic browser fallback for JavaScript-heavy sites. Supports smart redirect handling, custom file naming, and cross-platform compatibility.

grok-search-mcp

MCP server that enables coding agents to search X/Twitter and the web through the local Grok CLI, providing better search results than default Codex or Claude search without requiring an API key.

Agent Delegation MCP

Agent Delegation - MCP server providing AI-powered tools and automation by MEOK AI Labs

bloom-mcp

MCP server for Bloom Growth that allows users to update metrics, check scorecards, and manage rocks directly from Claude.

Biomolecule Modeling MCP Server

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.

Aethereum

Coordinates AI coding agents across machines by sharing interface contracts, intent, and breaking-change alerts, enabling agents to negotiate changes before they break each other.

Didit MCP Server

Provides 110+ tools for identity verification, compliance, and workspace operations through the Model Context Protocol.

atliq-hrms-assist

An MCP server that enables AI assistants to manage HR operations like employee onboarding, leave requests, meeting scheduling, and equipment tickets through natural language.

Telegram MCP Server

Enables full access to your personal Telegram account via MCP, allowing reading, sending, and searching messages, managing chats, and retrieving user information through natural language commands.

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

bloomberg-mcp

Provides Model Context Protocol tools for accessing Bloomberg Terminal data including BDP, BDH, BDIB, BQL, bond analytics, screening, and field search.

semantic-mcp

A semantic router that enables discovery, management, and execution of tools across multiple MCP servers using natural language.