MCP servers · connect in Claude Code

Claude Code MCP servers

4,761 MCP servers have a connect command for Claude Code. 2,135 are SAFE, 935 CAUTION and 1,691 BLOCK. Every one was read in full before it was listed.

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ModelsAtlas. “Claude Code MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-code/page/178

Verdicts · 4,761 servers

✓SAFE2,135!CAUTION935✕BLOCK1,691

Transports

A server can list more than one transport.

Tool risk

1,342

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 10 tools.

Servers with no destructive tools →

4,761 servers for Claude Code

4,249–4,272 of 4,761 · ranked by trust score, then stars

Gopls

xieyuschen/gopls-mcp

✕BLOCK F

MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

★ 59Not listed in sourcestreamable-http

MATLAB

williamcloudqi/matlab-mcp-server

✕BLOCK F

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.

★ 541 writesse

GitLab

jmrplens/gitlab-mcp-server

✕BLOCK F

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.

★ 434 writestdio

Deskbrid

coe0718/deskbrid

✕BLOCK F

Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. GNOME, KDE, Hyprland, X11. Ships in one command.

★ 31Not listed in sourcestdio

Workflows

cyanheads/workflows-mcp-server

✕BLOCK F

Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamable HTTP.

★ 311 destructivestdio

Splunk AI Connector

deslicer/mcp-for-splunk

✕BLOCK F

MCP Server for integrating with Splunk Enterprise

★ 273 readstdio

Codesteward

codesteward/codesteward

✕BLOCK F

Agentic code review with structural graph intelligence — PR gate + branch stewardship. Self-hosted. Apache-2.0.

★ 213 writestreamable-http

docdex

bekirdag/docdex

✕BLOCK F

A document index with MCP, http and client support. https://docdex.org/

★ 157 destructivestreamable-http

neo-agent-brain

neomjs/neo-agent-brain

✕BLOCK F

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.

★ 1140 readstdio

RepoTunnel

Yashwanth034/RepoTunnel

✕BLOCK F

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

★ 61 readstreamable-http

captain-memo

kalinbogatzevski/captain-memo

✕BLOCK F

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

★ 51 destructivestdio

mantle

aotter/mantle

✕BLOCK F

AotterMantle SDK: agent-native CMS runtime, manifests, admin UI, and Cloudflare adapter.

★ 53 read

astria

Nodesify/astria

✕BLOCK F

Turn any folder into a queryable knowledge graph

★ 3Not listed in sourcestdio

harborclerk

r0shi/harborclerk

✕BLOCK F

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.

★ 32 writestreamable-http

Align CLI

aligndottech/align-cli

✕BLOCK F

Align CLI - capture decisions, check alignment, and query your decision graph from the terminal

★ 21 readsse

kansei-mcp-server

kansei-link/kansei-mcp-server

✕BLOCK F

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.

★ 15 writestdio

md-business

meta-taro/md-business

✕BLOCK F

Business documents as Markdown — invoices, design docs and test sheets validated by JSON Schema, rendered to A4 PDF, and editable by AI agents through a built-in MCP server. Tauri desktop app + Chrome extension.

★ 16 writestdio

pod

suhui-organization/pod

✕BLOCK F

pod — least-privilege compiler for AI agents. Compile a least-privilege policy from what your agent actually did, then prove what happened.

★ 12 destructivestdio

bitHuman docs

bithuman-product/public-docs

✕BLOCK F

Public — source for docs.bithuman.ai (Astro Starlight + auto-generated OpenAPI reference). [public]

★ 02 write

datahogo

datahogo/datahogo

✕BLOCK F

Open-source security scanner that runs on your machine — your code never leaves your laptop. 300+ checks for JS/TS, Python, Go, Java, PHP, C#, mobile and Supabase. Plain-language explanations, AI fixes with your own API key.

★ 04 readstdio

DataQ

TheurgicDuke771/DataQ

✕BLOCK F

Open-source data quality monitoring: checks across warehouses, lakehouses and object stores, triggered by ADF, Airflow and dbt, with alerting and an MCP server.

★ 02 readstreamable-http

flowviant

flowviant/cli

✕BLOCK F
★ 01 readstreamable-http

praxis-agent

Forest-Isle/Praxis

✕BLOCK F

Local-first, single-user general agent for the command line.

★ 03 destructivestdio

shiplightai

ShiplightAI/shiplight-cli

✕BLOCK F

AI-powered end-to-end testing for Playwright. Write tests as YAML with natural-language steps, with self-healing locators and a visual debugger.

★ 05 destructivestdio

More about Claude Code

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Questions

How do I add an MCP server to Claude Code?
Run the claude mcp add command shown on the server's page; it names the package and its version.
Which Claude Code MCP servers are safe?
Of the 4,761 servers with a Claude Code connect command, 2,135 are SAFE, 935 CAUTION and 1,691 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?
1,937 of the 4,761 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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