MCP servers · over the network
Remote MCP servers
2,120 MCP servers list a remote transport, streamable HTTP or SSE. A remote server needs no install, but what you send it leaves your machine. Our audit reads the source in the repository; it cannot see what a hosted deployment runs.
Cite
Cite this page
ModelsAtlas. “Remote MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/remote/page/75
Verdicts · 2,120 servers
Transports
- stdio, runs locally1,435
- Streamable HTTP, remote1,960
- SSE, legacy remote423
A server can list more than one transport.
Tool risk
563
servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 12 tools.
Servers with no destructive tools →2,120 servers
1,777–1,800 of 2,120 · ranked by trust score, then stars
Voice Mode
mbailey/voicemode
Natural voice conversations with Claude Code
voicemode
mbailey/voicemode
Natural voice conversations with Claude Code
MARM
lyellr88/marm-systems
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Reasoner
jacck/mcp-reasoner
A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.
SuperLocalMemory
qualixar/superlocalmemory
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
sunpeak
Alignbase/sunpeak
Server-agnostic MCP testing framework and full-stack MCP App framework for ChatGPT Apps, Claude Connectors, and more.
Claude Prompts
minipuft/claude-prompts
MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.
Claude Prompts
minipuft/claude-prompts-mcp
MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.
claude-prompts-mcp
minipuft/claude-prompts-mcp
MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.
Gopls
xieyuschen/gopls-mcp
MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.
MATLAB
williamcloudqi/matlab-mcp-server
The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation.
Herald
kolapsis/herald
The self-hosted MCP bridge between Claude Chat and Claude Code.
GitLab
jmrplens/gitlab-mcp-server
Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.
Workflows
cyanheads/workflows-mcp-server
Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamable HTTP.
Splunk AI Connector
deslicer/mcp-for-splunk
MCP Server for integrating with Splunk Enterprise
Codesteward
codesteward/codesteward
Agentic code review with structural graph intelligence — PR gate + branch stewardship. Self-hosted. Apache-2.0.
docdex
bekirdag/docdex
A document index with MCP, http and client support. https://docdex.org/
neo-agent-brain
neomjs/neo-agent-brain
Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain Neo.mjs runs on itself. Multi-tenant: onboarding a codebase is a config entry, not a fork.
RepoTunnel
Yashwanth034/RepoTunnel
RepoTunnel is a secure local AI workspace bridge that connects ChatGPT Web and MCP-compatible AI clients to approved local projects, files, terminals, Git, GitHub, browsers, editors, and desktop applications—so AI can inspect, edit, test, run, and manage real development work without constant copy-p
captain-memo
kalinbogatzevski/captain-memo
Local, cross-AI memory for coding agents: Claude Code, Codex, Gemini, Antigravity, Cursor, Kimi & more share one private corpus. Hybrid search, auto-injected context, a shared skill library, a work board so sessions don't collide, and homework for ideas parked mid-task. No-API-key summarizers; runs
astria
Nodesify/astria
Turn any folder into a queryable knowledge graph
harborclerk
r0shi/harborclerk
An MCP server that lets AI agents query your document archive instead of uploading it — with OCR, hybrid search, and cited local-AI answers in a private, Mac-native app.
Align CLI
aligndottech/align-cli
Align CLI - capture decisions, check alignment, and query your decision graph from the terminal
kansei-mcp-server
kansei-link/kansei-mcp-server
Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-97% token savings. Works with Claude Code, Cursor, Cline, Zed, Windsurf.
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Questions
What counts as a remote MCP server?
Do remote servers also run locally?
Are remote servers safe?
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What counts as a remote MCP server?
- Do remote servers also run locally?
- Are remote servers safe?