Discover Awesome MCP Servers

Navable MCP

Enables AI coding agents to perform real-browser accessibility scanning of localhost pages using Playwright and axe-core, returning WCAG 2.1 violations with structured fix plans.

Azure DevOps MCP Server (Python)

Enables AI assistants to interact with Azure DevOps projects, including work items, test results, Git repositories, and dependency analysis via the Model Context Protocol.

mcp-oracle-dba

A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle Database that lets MCP clients query Oracle databases safely with multi-layer security guards.

Malware Analysis MCP Server

Provides real-time threat intelligence and malware metadata by integrating with MalwareBazaar and VirusTotal APIs. Users can search for IOCs, analyze local file hashes, and access data transformation tools for defensive security research.

Deep Graph MCP Server

Enables seamless interaction with public or private code graphs from DeepGraph and CodeGPT to perform semantic searches and dependency analysis. It allows developers to explore architectural relationships, retrieve source code, and analyze repository structures across multiple AI assistants.

PostgreSQL MCP Server

A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.

lark-agent

A dual-mode MCP server for integrating Feishu/Lark project management, enabling task CRUD, advanced filtering, and seamless integration with AI assistants and automation workflows.

ClawManager Fleet Control

Lease governed AI agent instances without hand-built runner queues.

Simple MCP Server

A learning-focused MCP server demonstrating tool, resource, and prompt functionalities including greeting, arithmetic, time retrieval, file reading, dynamic profiles, and document summarization.

FHIR MCP Server

Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform, providing tools to access and manage healthcare data such as patient records, clinical data, and administrative information.

tiny-notion-mcp

A lightweight Notion MCP server that minimizes token usage by returning Markdown instead of raw JSON, enabling efficient read/write operations on Notion pages.

Network AI

Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

Smart Home Control MCP Server

Enables controlling smart home devices like lights, fans, air conditioners, and Android TVs through natural language commands, with persistent state and TV content search/playback via ADB.

Nexus MCP

Enables Claude Code to interact with a temporal knowledge graph through 24 tools for CRUD, search, traversal, and view management, with automatic entity resolution via a context hook.

NeuroSpace MCP Server

Exposes a Neo4j knowledge graph to AI assistants via MCP, enabling entity search, neighbor traversal, and read-only Cypher queries.

office-mcp-server

MCP server for Office document automation, enabling AI assistants to create, read, and clone Word/Excel/PPT templates while preserving formatting.

@pilat/mcp-datalink

MCP server for PostgreSQL, MySQL, and SQLite that gives AI assistants secure database access via the Model Context Protocol.

MailScript MCP Server

An MCP server that enables interaction with the MailScript API, allowing management of email workflows and automation through natural language commands.

Bridge Metrics MCP

Provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks.

NLB Singapore Library MCP Server

Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.

Remote MCP Server on Cloudflare (Authless)

A template for deploying remote Model Context Protocol servers on Cloudflare Workers without authentication using Server-Sent Events. It enables users to build and host custom tools accessible from clients like Claude Desktop and the Cloudflare AI Playground.

Panorama MCP Server

A read-only MCP server for Palo Alto Panorama policy review that reads security rules, finds duplicates, broader coverage, conflicts, and overlaps, and returns preclear decisions without committing changes.

Taiwan Stock Agent

Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.

GitHub PR Review MCP

An MCP server that collects Pull Request comments from private GitHub repositories, including issue comments, review comments, and review summaries.

kothar

Context-aware MCP server advisor. Tells you what to install for your specific project — and why.

fileman

Enables agents to organize messy folders into structured libraries by scanning, planning, and applying reorganization via a manifest-first, non-destructive workflow.

Compass MCP

Provides read-only, revision-pinned access to the current Compass profile and selected skills, enabling ChatGPT to retrieve AGENTS.md, skill catalogs, and documents through standard MCP tools.

Civo MCP Server

An MCP server implementation that integrates with the Civo cloud platform API, providing capabilities to manage cloud instances, networks, and Kubernetes clusters.