MCP Servers 19,193

Godot Devtool

io.github.wangdiandao/godot-devtool

C◆ advisory

Godot 4 MCP server for AI-assisted project inspection, editing, validation, and runtime automation.

Illustrator Server

io.github.ie3jp/illustrator-mcp-server

A✓Verified

Adobe Illustrator MCP with 67 tools — more than the official Illustrator MCP.

Sublinear Time Solver

io.github.ruvnet/sublinear-time-solver

C◆ advisory

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems.

GuardanaNew

io.github.guardana/guardana

B◆ advisory

Open-source AI security verification — model artifacts, live endpoints, MCP servers and recorded agent traces.

Getnote

io.github.iswalle/getnote-mcp

C◆ advisory

GetNote For MCP

Applemusic

io.github.epheterson/applemusic-mcp

A✓Verified

Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux.

Paper Format Agent

io.github.zxyasfas/paper-format-agent

B✓Verified

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

Codealive

io.github.CodeAlive-AI/codealive-mcp

A✓Verified

Semantic code search and analysis from CodeAlive for AI assistants and agents.

VelesDB Memory

io.github.cyberlife-coder/velesdb-memory

B✓Verified

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Prometheus MCP Server

io.github.tjhop/prometheus-mcp-server

A✓Verified

An API-complete MCP server to manage Prometheus-compatible backends.

Mindbase

io.github.frankchu91/mindbase

A✓Verified

LLM-maintained personal wiki: cross-references sources, flags contradictions.

Shuttle

io.github.grarcht/shuttle

B✓Verified

Android framework and solution that prevents TransactionTooLargeException crashes by design.

Vertex Ai

io.github.shariqriazz/vertex-ai-mcp-server

B◆ advisory

MCP server for Vertex AI and Gemini tools, including grounded answers, documentation research, and filesystem workflows.

mcp

io.github.mayankmahavar1mg/mcp

A✓Verified

Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.

Memory Libsql

io.github.spences10/mcp-memory-libsql

B◆ advisory

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL.

Agents Shipgate

io.github.threemoonslab/agents-shipgate

B◆ advisory

The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfa…

DeepMem

io.github.deepmemteam/deepmem

A✓Verified

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

Cesium Ai Integrations

io.github.cesiumgs/cesium-ai-integrations

B◆ advisory

Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Prot…

Email Inbox API + Sending by Sendmux

io.github.Sendmux/sendmux-mcp

A✓Verified

AI email inbox and sending tools with attachments, search, live events, and webhooks.

AdobePremiereProMCP

io.github.ayushozha/adobepremierepromcp

B◆ advisory

🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editing, color grading, audio mixing, effects, export & more.

Server Ros 2

io.github.wise-vision/mcp_server_ros_2

A✓Verified

View ROS 2 nodes and topics, and call services and actions via MCP

NeuromeshNew

io.github.pinoox/neuromesh

B◆ advisory

The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants

Multi Agent Workflow Lab

io.github.christiangrey922/multi-agent-workflow-lab

B◆ advisory

Testing and observability for multi-agent delegation, MCP tools, permissions, sandboxed actions, prompts, and workflow replay.

Three.js DevTools MCP

io.github.DmitriyGolub/threejs-devtools

B✓Verified

Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent