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.
Cite
Cite this page
ModelsAtlas. “Claude Desktop MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-desktop/page/136
Verdicts · 3,432 servers
Transports
- stdio, runs locally2,258
- Streamable HTTP, remote1,126
- SSE, legacy remote321
- Not declared657
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
The agent engineering platform
guaardvark
guaardvark/guaardvark
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.
Mymir
frkak/mymir
The agentic workspace where people and agents work together in the loop.
Piyaz
frkak/piyaz
The agentic workspace where people and agents work together in the loop.
HexStrike AI Community Edition
commonhuman-lab/hexstrike-ai-community-edition
AI Powered penetration testing Platform for offensive security research
IBM i Server
ibm/ibmi-mcp-server
MCP server for IBM i systems
wenlan
wenlan-app/wenlan
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.
AgentStack
ssdeanx/agentstack
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
dreb
aebrer/dreb
Provider-agnostic agentic coding harness. Desktop and Mobile web app for fleet management. Semantic search and end-to-end development workflows baked in.
openPASO
Hereon-InstituteMS/openPASO
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.
Vorn
vorn-run/vorn
Vorn - The agent command center
MAMA
jungjaehoon-lifegamez/MAMA
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.
code-context-mcp
VelimirMueller/code-context-mcp
MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, dependency graphs, and per-file change tracking.
mcp-gateway
HarrisonCN/mcp-gateway
🔀 A lightweight, open-source gateway for managing, routing, and monitoring multiple MCP (Model Context Protocol) servers. Auth · Rate-limit · Metrics · Tool discovery.
benchweave
madeinoz67/benchweave
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.
Rheo
MasterZ1311/Rheo
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.
Agentmemory
rohitg00/agentmemory
#1 Persistent memory for AI coding agents based on real-world benchmarks
Agency Orchestrator
jnmetacode/agency-orchestrator
🚀 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
Storybloq
storybloq/storybloq
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.
Jean Memory
jonathan-politzki/your-memory
next-generation AI memory infrastructure (powered by mem0 and graphiti)
Code Executor
aberemia24/code-executor-mcp
Codegraph
optave/codegraph
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.
Codegraph
optave/ops-codegraph-tool
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.
LLM Router
ypollak2/llm-router
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%.
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