Discover Awesome MCP Servers

Vaikora Guard MCP

Enforces deterministic policies on AI agent tool calls, evaluating actions against compliance modules (SOC 2, HIPAA, GDPR, etc.) and returning ALLOW, BLOCK, or CONSTRAIN decisions with an audit trail.

PDF RAG MCP Server

Enables RAG over messy PDFs — extract, chunk, embed, and search scanned, multi-column, and table-heavy documents.

Instrument MCP Server

Enables natural language control of test instruments like spectrum analyzers and power supplies via SCPI commands, with auto-discovery and multi-instrument session support.

Zebrunner MCP Server

Integrates with Zebrunner Test Case Management to help QA teams manage test cases, test suites, and test execution data through AI assistants. Features intelligent validation, automated test code generation, and comprehensive reporting capabilities.

Woow Podman MCP Server

MCP server that exposes Podman host management as tools, allowing natural language control of containers, images, volumes, networks, and pods. Includes an administrative console with safety profiles for gated access.

mcp-eval-harness

MCP-based code evaluation harness — sandboxed execution + LLM quality scoring.

pkg-api-mcp

Provides the real exported API surface and type signatures of any npm package, extracted from its published TypeScript declarations, enabling AI coding agents to use functions accurately and avoid inventing nonexistent APIs.

templui-mcp-server

Enables AI assistants to access TemplUI components for building Go applications with the templ templating language.

agentic-rag-knowledge-assistant

Agentic RAG Knowledge Assistant is a secure, tenant-isolated MCP server built with FastAPI, PostgreSQL, and pgvector that enables document ingestion, semantic retrieval, and vector search over PDF, DOCX, and text files through authenticated MCP tools.

briefkit-mcp-server

Generates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.

Calculator MCP Server

Provides basic arithmetic operations (add, multiply, divide) for AI assistants through the Model Context Protocol.

own-mcp-server

A personal MCP server that wraps projects as tools for Claude, starting with Internship Copilot for job posting analysis, fit scoring, and application tracking.

CarbonOracle

CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbon intensity, 50 blockchain carbon footprints (Bitcoin 1513 kWh/tx vs VeChain 0.00024 kWh/tx), VeChain DNV ISO14040/14044 certified. 11 tools.

Software Planning MCP Server

Provides software development planning tools to help users create implementation plans and manage todo items.

mcp-firecrawl-licensed

Open-source MCP server that wraps Firecrawl and adds Copyright.sh licensing, usage logging, and optional x402 licensed fetch.

Open Source Literature MCP

Enables automatic literature discovery, screening, and ranking across OpenAlex, Semantic Scholar, and arXiv, with tools for exporting to Zotero and generating research ideas.

agy-search

Wraps the local agy CLI into an MCP server to provide a web_search tool that enables Claude Code to perform real internet searches through Gemini/Google.

MCP Local Context

A simple MCP server for local documentation with RAG capabilities, enabling AI assistants to access and search local documents.

cookwith-mcp

An MCP server that enables AI-powered recipe generation and transformation using natural language, supporting dietary restrictions, allergies, and nutritional goals.

NotebookLM Curator

An MCP server that audits and prunes Google NotebookLM libraries, enabling source listing, removal, and freshness-based audits through browser automation.

transcript-search

A semantic search system for Claude Code transcript history, exposed as an MCP server so Claude Code can query its own past sessions.

402 Coffee

Non-custodial x402 tip jars for the agentic web, enabling USDC tips via a hosted MCP tool for agents.

Blender MCP Server

Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows, enabling complete control over objects, materials, animations, physics simulations, and rendering through natural language commands.

Wisnu MCP

A travel booking server that enables searching for flights, hotels, and destination recommendations based on user interests and budget. It provides additional tools for calculating total trip costs and retrieving destination-specific travel tips.

aint-mcp

Modular MCP server integrating Redmine, SQL Server, and GitLab for investigating incidents, enabling issue tracking, database queries, and merge request review via natural language.

World Monitor MCP

MCP server for real-time global intelligence, AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking, enabling agents and scripts to access curated news feeds, country instability indices, and market data.

charactercheck-mcp

Enables deriving and auditing D&D Beyond character sheets with full provenance, including combat stats, stance, and QA checks, surfacing unhandled data instead of guessing.

plane-selfhost-mcp

Enables interaction with self-hosted Plane project management instances using X-API-Key authentication, offering tools for project discovery, issue management, and workflow state operations.

podium-mcp

One MCP endpoint, 43 tools for iOS-simulator E2E — native UI automation, Maestro flows, trustworthy oracle-ladder assertions, WebView DOM + network (JSON/HAR), and React Native debugging (Metro logs/network/state). macOS + Xcode.

AppleScript MCP

Enables full control of macOS by executing AppleScript commands through an MCP server, allowing automation of tasks, application control, and system management.