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MCP serverCaution

unreal-mcp

chongdashu

This MCP server allows AI agents to control Unreal Engine through natural language for actor management, blueprint development, and editor control.

2.1k
MCP serverSafe

GoNavi

Syngnat

This high-performance, cross-platform database client is MCP-ready, enabling AI agents to interact with various data sources with native speed.

2.1kApache-2.0
MCP serverSafe

gitlab-mcp

zereight

A comprehensive MCP server for GitLab providing over 100 tools to manage projects, issues, merge requests, and pipelines directly from your agent.

2kMIT
MCP serverSafe

contextplus

forloopcodes

This MCP server provides semantic intelligence for large codebases by turning them into searchable, hierarchical feature graphs using RAG and AST analysis.

2kMIT
MCP serverCaution

gortex

zzet

This high-performance MCP server provides code intelligence for AI agents, supporting 257 languages, optimizing context windows to reduce token usage by up to 50x, and running 100% locally.

1.9kApache-2.0
MCP serverCaution

Dive

OpenAgentPlatform

A cross-platform desktop application that acts as an MCP host, enabling AI agents to seamlessly integrate and use MCP servers with various LLMs.

1.8kMIT
MCP serverSafe

mcphub.nvim

ravitemer

Integrates MCP servers into the Neovim editing workflow as an MCP client, allowing users to manage, test, and use MCP servers with chat plugins.

1.8kMIT
MCP serverSafe

erd-editor

dineug

Visual database schema designer with an MCP server that enables AI agents to create and edit entity-relationship diagrams live.

1.7kMIT
MCP serverSafe

mcptools

f

MCP Tools is a versatile command-line interface for discovering, calling, and managing tools, resources, and prompts from any MCP-compatible server.

1.6kMIT
MCP serverCaution

matlab-mcp-server

matlab

This official MATLAB MCP Server enables AI applications like Claude Code to start MATLAB, write, run, and assess MATLAB code.

1.6k
MCP serverSafe

mcp-language-server

isaacphi

This MCP server enables AI agents to access semantic code tools like definition lookup, reference finding, renaming, and diagnostics for easier codebase navigation.

1.6kBSD-3-Clause
MCP serverSafe

code-mode

universal-tool-calling-protocol

This plug-and-play library enables AI agents to call MCP and UTCP tools more efficiently via code execution, reducing costs and iterations.

1.6kMPL-2.0
MCP serverSafe

pi-mcp-adapter

nicobailon

This token-efficient MCP adapter enhances the Pi coding agent's interaction with MCP servers, saving tokens and managing server instances dynamically.

1.6kMIT
MCP serverCaution

mcp-server-qdrant

qdrant

An official Qdrant MCP server providing tools to store and retrieve information as semantic memory for LLM applications.

1.5kApache-2.0
MCP serverSafe

data-api-builder

Azure

Provides a no-code tool to create secure REST and GraphQL endpoints for various Azure and on-prem databases, supporting MCP.

1.5kMIT
MCP serverCaution

npcpy

NPC-Worldwide

A Python library providing primitives for research and development with multimodal LLMs, agentic AI, and knowledge graphs, supporting local and cloud models.

1.5kMIT
MCP serverSafe

ros-mcp-server

robotmcp

This MCP server connects AI agents to ROS-enabled robots, allowing LLMs to control and monitor robot states in real-time.

1.5kApache-2.0
MCP serverCaution

agents

inkeep

Inkeep Agents allows building and shipping AI assistants and multi-agent workflows using a no-code visual builder or TypeScript SDK.

1.5k
MCP serverCaution

chunkhound

chunkhound

This MCP server provides agents with deep codebase understanding, git history, and web research for contextualized software development.

1.4kMIT
MCP serverCaution

takt

nrslib

A CLI that uses YAML to define repeatable multi-step workflows for AI coding agents with isolated environments.

1.4kMIT
MCP serverSafe

mysql_mcp_server

designcomputer

This MCP server allows AI agents to securely interact with MySQL databases, list tables, read contents, and execute SQL queries.

1.4kMIT
MCP serverCaution

heym

heymrun

Heym is a self-hosted platform for building, orchestrating, running, and controlling agentic systems, integrating agents, tools, and MCP on your infrastructure.

1.4k
MCP serverSafe

apple-docs-mcp

kimsungwhee

This MCP server enables AI assistants like Claude and Cursor to search and access Apple's official developer documentation, APIs, and WWDC videos.

1.4kMIT
MCP serverSafe

nocturne_memory

Dataojitori

This MCP server provides rollbackable, graph-like long-term memory for AI agents, allowing them to remember context across sessions and models.

1.4kMIT