MCP servers · connect in Claude Desktop

Claude Desktop MCP servers

3,437 MCP servers have a connect command for Claude Desktop. 1,660 are SAFE, 639 CAUTION and 1,138 BLOCK. Every one was read in full before it was listed.

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ModelsAtlas. “Claude Desktop MCP servers”. Retrieved 30 Oct 2026. https://modelsatlas.com/mcp/for/claude-desktop/page/68

Verdicts · 3,437 servers

✓SAFE1,660!CAUTION639✕BLOCK1,138

Transports

A server can list more than one transport.

Tool risk

1,011

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 →
3,437 servers for Claude Desktop · 1,609–1,632 · ranked by trust score, then stars
cloudscape-docs-mcp!CAUTION B

prem676/cloudscape-docs-mcp

🌐 Enable seamless semantic search over AWS Cloudscape documentation for AI agents and coding assistants with this efficient MCP server.

★ 1GitHub stars2 read
context!CAUTION B

timmo001/context

🧭 Standalone CLI and MCP server for deterministic repository context

★ 1GitHub stars3 write
crawlora-mcp✓SAFE B

Crawlora-org/crawlora-mcp

Hosted MCP server for structured public web data: 3,631 tools across 471 platform groups (search, maps, e-commerce, social, finance, app stores), returning clean JSON. Works with Claude, Cursor, VS Code and any MCP client.

★ 1GitHub stars3 readstdio
Design-components-for-AI-agents!CAUTION B

richawo/Design-components-for-AI-agents

Animated React, Tailwind CSS and React Native components for AI coding agents. Source code, design prompts and JSON briefs, with a shadcn registry, CLI and MCP for Claude Code, Cursor and Codex.

★ 1GitHub stars2 writestdio
developers-seosiri-com✓SAFE B

SEOSiri-Official/developers-seosiri-com

SEOSiri Official enterprise developer portal & Cloudflare edge topology for AI Search Governance, AEO/GEO Analytics, Schema Validation, Core Web Vitals, DNS Security, and Autonomous AI Agent Tooling for Claude Desktop, Cursor AI, and enterprise AI engines.

★ 1GitHub stars1 destructive
flowfig✓SAFE B

iamalvisng/flowfig

Your coding agent draws animated diagrams from your code, and flowfig checks each box and arrow against that code. CI fails when a diagram drifts from the code. The output is one animated SVG with no script, for a README, PR or issue. Works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI

★ 1GitHub stars1 write
fluent-mcp-servers!CAUTION B

Dominotypist3077/fluent-mcp-servers

Connect AI agents to the Fluent WordPress ecosystem using standardized MCP servers for CRM, support, boards, community, and affiliate management.

★ 1GitHub stars26 destructivestdio
geonode-mcp✓SAFE B

PacificCommunity/geonode-mcp

MCP gateway for Geonode

★ 1GitHub stars1 destructivestreamable-http
gfc✓SAFE B

jjjorfi/gfc

git-for-context — LLM context dedup: unchanged file re-reads collapse to hash-verified stubs, changed files return diffs. OpenCode plugin + zero-dep MCP server. Measured −34% per-turn context.

★ 1GitHub stars1 read
google-services-mcp!CAUTION B

nabheet/google-services-mcp

Gmail MCP server for AI agents — Google Workspace MCP with 100+ tools: Calendar, Drive, Gmail, Docs, Sheets, Meet, multi-account OAuth.

★ 1GitHub stars20 destructivestdio
graphmaxer-gw1✓SAFE B

Graphmaxer/gw1-mcp

GW1 build compiler MCP server: skill data, template code encode/decode, validation, hero roster. Read-only.

★ 1GitHub stars2 readstdio
haulest-mcp✓SAFE B

Panaweb-LLC/haulest-mcp

Haulest MCP server: moving cost ranges, reviewed movers, licence checks, guides, and quote requests for ChatGPT, Claude, Cursor, and any MCP client. https://haulest.com/mcp

★ 1GitHub starsNot listed in sourcestdio
indexing-co-mcp✓SAFE B

indexing-co/indexing-co-mcp

MCP server for streaming live blockchain data from Indexing Co pipelines into Claude Code

★ 1GitHub stars3 destructivestdio
KYVAutoResearch-v2✓SAFE B

kyvjyf/KYVAutoResearch-v2

Project-based auto-research AI agent framework. Problem × Evidence Matrix, evidence grading, MCP Server. Python 3.10+. | 项目制自动研究 Agent 框架:问题 × 证据矩阵、证据分级。

★ 1GitHub stars15 writestdio
local-terminal-mcp✓SAFE B

luckysolanki902/local-terminal-mcp

Run local commands from ChatGPT or Claude via a safe, allowlisted MCP server. Work on your codebase and generate images/sprites/assets locally from ChatGPT without spending Codex/API tokens. stdio for Claude Desktop/Code; capability-URL or bearer auth over HTTP for ChatGPT via ngrok or cloudflared.

★ 1GitHub stars3 readstdio
mcp-ai-memory!CAUTION B

ermermermermidk/mcp-ai-memory

🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance your AI's knowledge retention.

★ 1GitHub stars3 destructivestdio
MCP-Ambari-API✓SAFE B

call518/MCP-Ambari-API

🚀 Natural-language Hadoop cluster management via MCP. Connect LLM agents (Claude, GPT, etc.) directly to Apache Ambari REST API — control services, inspect configs, query metrics, and manage alerts with AI. Built with FastMCP & aiohttp.

★ 1GitHub stars1 readstdio
mcp-fuzz✓SAFE B

vishalhabib99/mcp-fuzz

Runtime behavioral testing for MCP servers: calls every tool with schema-derived inputs and checks whether it actually behaves the way its description and schema claim.

★ 1GitHub stars5 destructivestdio
mcp-sdk-typescript✓SAFE B

Palald/mcp-sdk-typescript

🚀 Build efficient applications with the MCP SDK for TypeScript, offering optimized performance, real-time communication, and robust session management.

★ 1GitHub stars1 writestreamable-http
mcp-server✓SAFE B

synchronicity-labs/mcp-server

MCP server for the Sync API — give AI agents the ability to create lipsync videos, manage assets, and more

★ 1GitHub stars12 writestdio
mcp-server✓SAFE B

TranscriptFetch/mcp-server

MCP server for TranscriptFetch: transcripts from YouTube, TikTok, Instagram and media URLs, with AI transcription when captions are missing, plus YouTube search, channel and playlist listing, from any MCP client.

★ 1GitHub stars4 readstdio
mcp-server-axiom✓SAFE B

ThetaBird/mcp-server-axiom-js

★ 1GitHub stars3 readstdio
mcp-testrail✓SAFE B

denys-ispaniuk/testrail-mcp

TestRail MCP Server for team integration with Cursor

★ 1GitHub stars2 destructivestdio
MemAI!CAUTION B

Filipe-Soares-de-Almeida/MemAI

Long-term memory MCP server for AI agents — one ACID SQLite file, FTS5 BM25 retrieval, nested domains, diagrams and a local curation dashboard

★ 1GitHub stars2 read

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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 3,437 servers with a Claude Desktop connect command, 1,660 are SAFE, 639 CAUTION and 1,138 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?
1,265 of the 3,437 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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