MCP Apps & Servers

MeiGen AI Design MCP

huangcvs

Local AI image generation MCP server powered by ComfyUI — 1,300+ curated prompts, multi-style parallel generation, and full privacy with no cloud uploads.

InfoMosaic

dorothyduuu

Multimodal, multi-source benchmark for evaluating information integration and reasoning in tool-augmented LLM agents.

Beanquery MCP

vanto

Connect AI assistants to Beancount ledger files using Beancount Query Language (BQL) for financial analysis.

MCP Server Boilerplate

aashari

Production-ready TypeScript template for building MCP servers with dual transport and layered architecture.

TUUI

ai-ql

Local AI playground and desktop MCP client for cross-vendor LLM orchestration and tool integration.

DuckDB Knowledge Graph Memory Server

izumisy

High-performance knowledge graph memory server using DuckDB for scalable entity and relation storage.

Codebase Indexing MCP Server

knath2000

Intelligent codebase indexing and semantic search using Voyage AI and Qdrant for AI assistants.

LINE OA MCP Ultimate

wasintoh

Manage LINE Official Accounts using natural language. Broadcast messages, design rich menus, and track insights with 34 dedicated tools.

Computer MCP

amxv

Remote coding interface for Linux VPS, giving AI agents Codex-style shell and file access.

MCP File Manager

adithyenkandasamy

Local file management server for listing, reading, and searching files via Python FastMCP.

Redis MCP Server

redis

Official natural language interface for Redis, enabling AI agents to manage and search structured and unstructured data efficiently.

EnvCP

fentz26

Secure environment variable management for AI agents—reference secrets by name without exposing values.

Razorpay MCP Server

razorpay

Official MCP server for Razorpay APIs, enabling AI-driven payment processing, order management, and refund tracking.

mcp-agent

lastmile-ai

Composable framework to build effective agents using Model Context Protocol with durable execution and advanced patterns.

MCP GraphQL Forge

unitvectory-labs

Configuration-driven MCP server that transforms GraphQL endpoints into modular agent tools via YAML.

OpenOps

openops-cloud

No-Code FinOps automation platform to reduce cloud costs and streamline financial operations.

Dynamic Shell Server

codelion

Secure shell command execution with a dynamic approval system, audit logging, and timeout protection.

AI Drawing Guesser

albinotonnina

Interactive drawing game where you sketch and an MCP-enabled AI guesses your drawing in real-time using the MCP Apps Extension.

HyperTool MCP

toolprint

Dynamic MCP proxy that lets you organize tools into focused toolsets and use unlimited MCP servers without hitting client limits.

LangSmith MCP Server

amitrechavia

Connect AI agents to LangSmith — query traces, manage prompts, read datasets, run experiment queries, and track billing usage via MCP.

Apra Fleet

apra-labs

Orchestrate multiple AI agents across machines via SSH with doer-reviewer loops for high-quality code.

Origin by Genisent

nicholasdickey

MCP App for automated archive search — shows mock FamilySearch login and email approval workflows inside ChatGPT and other MCP clients via a React widget.

AniList MCP

yuna0x0

Access anime, manga, and user data from AniList directly within your AI assistant.

Mermaid Validator

rtuin

Validate and render Mermaid diagrams as PNGs directly within your MCP-compatible AI client.

DiffSitter MCP

afnanenayet

AI-powered structural code navigation using tree-sitter ASTs for semantic understanding across 14+ languages.

ERPNext MCP Server

rakeshgangwar

Connect AI assistants to ERPNext and Frappe API for document management, reporting, and data access.