MCP servers · connect in Claude Desktop

Claude Desktop MCP servers

3,432 MCP servers have a connect command for Claude Desktop. 1,660 are SAFE, 638 CAUTION and 1,134 BLOCK. Every one was read in full before it was listed.

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ModelsAtlas. “Claude Desktop MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-desktop/page/136

Verdicts · 3,432 servers

✓SAFE1,660!CAUTION638✕BLOCK1,134

Transports

A server can list more than one transport.

Tool risk

1,009

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 9 tools.

Servers with no destructive tools →

3,432 servers for Claude Desktop

3,241–3,264 of 3,432 · ranked by trust score, then stars

Langchainjs

langchain-ai/langchainjs

✕BLOCK F

The agent engineering platform

★ 18,2583 destructivesse

guaardvark

guaardvark/guaardvark

✕BLOCK F

The self-hosted AI studio: local video, image, music, voice, LoRA training, coding swarms, RAG and screen agents on one GPU, driven from the Studio or by your coding agent (Claude Code, Cursor, Codex, OpenClaw) through MCP and skills.

★ 2341 destructivestdio

Mymir

frkak/mymir

✕BLOCK F

The agentic workspace where people and agents work together in the loop.

★ 1943 writestreamable-http

Piyaz

frkak/piyaz

✕BLOCK F

The agentic workspace where people and agents work together in the loop.

★ 1933 writestreamable-http

HexStrike AI Community Edition

commonhuman-lab/hexstrike-ai-community-edition

✕BLOCK F

AI Powered penetration testing Platform for offensive security research

★ 1571 write

IBM i Server

ibm/ibmi-mcp-server

✕BLOCK F

MCP server for IBM i systems

★ 857 readstdio

wenlan

wenlan-app/wenlan

✕BLOCK F

A living personal wiki. Wenlan turns your documents, notes, and AI chats into pages with links to their sources, and updates them as sources change without overwriting your edits. Claude Code, Codex and other AI tools can build on it.

★ 7919 readstreamable-http

AgentStack

ssdeanx/agentstack

✕BLOCK F

AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems. Focuses on financial intelligence, RAG pipelines, observability, and secure governance. ACP Openclaw, Gemini CLI, Openco

★ 446 write

dreb

aebrer/dreb

✕BLOCK F

Provider-agnostic agentic coding harness. Desktop and Mobile web app for fleet management. Semantic search and end-to-end development workflows baked in.

★ 342 destructivestdio

openPASO

Hereon-InstituteMS/openPASO

✕BLOCK F

openPASO (formerly OASiS): an MCP server that lets an AI model run nine finite-element and multiphysics codes, with curated knowledge, verified execution and cross-code coupling. Under active development; contributions welcome.

★ 2713 writestdio

Vorn

vorn-run/vorn

✕BLOCK F

Vorn - The agent command center

★ 266 destructivestdio

MAMA

jungjaehoon-lifegamez/MAMA

✕BLOCK F

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

★ 155 writestdio

code-context-mcp

VelimirMueller/code-context-mcp

✕BLOCK F

MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, dependency graphs, and per-file change tracking.

★ 57 destructivestdio

mcp-gateway

HarrisonCN/mcp-gateway

✕BLOCK F

🔀 A lightweight, open-source gateway for managing, routing, and monitoring multiple MCP (Model Context Protocol) servers. Auth · Rate-limit · Metrics · Tool discovery.

★ 11 destructivesse

benchweave

madeinoz67/benchweave

✕BLOCK F

BenchWeave is a Python test-bench gateway for embedded systems, combining reusable instrument and DUT plugins, shared device profiles, and safety-aware automated testing using AI.

★ 01 readstreamable-http

Rheo

MasterZ1311/Rheo

✕BLOCK F

Sovereign local-first AI voice studio. Neural speech synthesis, zero-shot voice cloning, zero-latency dictation, and MCP agent voice I/O. Built with Tauri & FastAPI.

★ 05 readstreamable-http

Agentmemory

rohitg00/agentmemory

✕BLOCK F

#1 Persistent memory for AI coding agents based on real-world benchmarks

★ 29,3413 destructive

Agency Orchestrator

jnmetacode/agency-orchestrator

✕BLOCK F

🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 15 LLM providers (11 key-free). 一句话组建你的「一人公司」AI 专家团队,几分钟交付完整方案;验收自动核验,网页 / 桌面

★ 2,2881 writestdio

Storybloq

storybloq/storybloq

✕BLOCK F

Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

★ 7606 destructivestdio

Jean Memory

jonathan-politzki/your-memory

✕BLOCK F

next-generation AI memory infrastructure (powered by mem0 and graphiti)

★ 1725 writestdio

Code Executor

aberemia24/code-executor-mcp

✕BLOCK F
★ 1282 writestdio

Codegraph

optave/codegraph

✕BLOCK F

Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.

★ 981 destructivestdio

Codegraph

optave/ops-codegraph-tool

✕BLOCK F

Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.

★ 981 destructivestdio

LLM Router

ypollak2/llm-router

✕BLOCK F

Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain cuts costs 35-80%.

★ 951 write

More about Claude Desktop

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Questions

How do I add an MCP server to Claude Desktop?
Paste the JSON block shown on the server's page into the mcpServers section of Claude Desktop's configuration file.
Which Claude Desktop MCP servers are safe?
Of the 3,432 servers with a Claude Desktop connect command, 1,660 are SAFE, 638 CAUTION and 1,134 BLOCK. Cards are ranked by trust score, so the safest are first; open one to read its findings before you connect it.
Are any of these servers remote?
1,261 of the 3,432 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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