Discover Awesome MCP Servers

rails-lens

An MCP server that exposes Ruby on Rails implicit dependencies like callbacks, associations, and concerns to AI coding tools.

DeAlgo MCP Server

Runtime decision firewall for AI agents that exposes the CSC engine as an MCP server, allowing agents to consult before executing risky actions.

Tripadvisor MCP

MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

CVE Search MCP Server

Enables searching and analyzing CVEs and vulnerabilities from multiple sources, optimized for PR review scenarios to help developers identify the latest security issues.

MCP Video Editing Assistant

A Model Context Protocol (MCP) server that learns from your video editing behavior and provides intelligent assistance for film and television post-production workflows.

k8s-aiops

Governed Kubernetes operations for AI agents with 15 MCP tools, audit logging, policy engine, and safety features.

Kirha Crypto Smithery Gateway

Enables execution of crypto-related tool planning through Kirha AI's API with configurable verticals, dynamic tool registration, and session-based authentication for secure cryptocurrency operations.

LegacyMCP

MCP server that enables AI-powered assessment of Active Directory on-premises environments by exposing AD data as queryable tools for LLMs like Claude.

Recall

MCP server providing AI agents with a typed-edge graph memory layer that enables bounded hallucination, surgical forgetting, and audit trails, supporting multiple clients like Claude Desktop and Cursor.

Code-Oracle

MCP server for automated architectural mapping, security vulnerability detection, ML asset tracking, and code metrics in local repositories.

Solana AI Terminal

Enables AI agents to interact with the Solana blockchain network, supporting documentation search, blockchain queries, wallet management, and cryptographic signing operations on Devnet and Testnet.

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

Railway Guardrail MCP

A team-wide, remote MCP server that lets Claude operate Railway projects through natural language, with safety guardrails to prevent irreversible actions without human approval.

re-patch

MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte-level patch application, and manifest-driven restore, ensuring auditability and reversibility.

chrome-devtools-mcp-lite

A lightweight MCP server that enables AI assistants to control Chrome DevTools via CDP for debugging tasks like navigation, screenshots, and JavaScript execution.

Scrivener MCP Server

Enables Claude AI to seamlessly interact with Scrivener projects for document management, AI-powered content analysis, and advanced writing assistance.

Databricks MCP Server

Enables AI agents to explore Unity Catalog metadata, execute SQL queries, and analyze data lineage including notebooks and jobs, empowering autonomous data discovery and query generation in Databricks.

Bifrost-MCP Gateway

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

pmxt-mcp

MCP server that provides a unified prediction market API for multiple venues like Polymarket and Kalshi, allowing AI agents to discover markets, fetch order books, and execute trades through a single interface.

FacturaHub MCP Server

Enables AI assistants to manage business operations including invoicing, WooCommerce syncing, expense tracking, POS, inventory, and team management through natural language.

ai-git

A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.

Bitbucket Server MCP

A professional MCP server for Bitbucket Server that enables automation of pull request management, code review, and repository operations.

MCP Server Test

MCP Server Test Repository

Proof of Invention

Proof of Invention

Perplexity MCP Zerver

advance mcp server utilizing Perplexity, without the need for an API key

seedream-mcp

Enables creating, polling, and checking pricing for Seedream image generation tasks (edit and text-to-image) through a single RunAPI API key.

twentycrm-graphql-mcp

MCP server for Twenty CRM that enables AI assistants to interact with the CRM via GraphQL, including schema inspection and query execution.

Elasticsearch Knowledge Graph for MCP

Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.

ZS (Zobr Script)

A cognitive scripting language for structured reasoning with LLMs. 12 built-in operations (survey, ground, assert, doubt, contrast, synthesize, etc.) for guiding AI through dialectical analysis, impact assessment, and other thinking patterns.

Booster MCP

Booster MCP turns complex codebases into understandable systems with semantic search, 3D visualization, and debugging tools.