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.
Cite
Cite this page
ModelsAtlas. “Claude Code MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-code/page/178
Verdicts · 4,761 servers
Transports
- stdio, runs locally3,568
- Streamable HTTP, remote1,784
- SSE, legacy remote410
- Not declared657
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
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.
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.
Deskbrid
coe0718/deskbrid
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. GNOME, KDE, Hyprland, X11. Ships in one command.
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
mantle
aotter/mantle
AotterMantle SDK: agent-native CMS runtime, manifests, admin UI, and Cloudflare adapter.
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.
md-business
meta-taro/md-business
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.
pod
suhui-organization/pod
pod — least-privilege compiler for AI agents. Compile a least-privilege policy from what your agent actually did, then prove what happened.
bitHuman docs
bithuman-product/public-docs
Public — source for docs.bithuman.ai (Astro Starlight + auto-generated OpenAPI reference). [public]
datahogo
datahogo/datahogo
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.
DataQ
TheurgicDuke771/DataQ
Open-source data quality monitoring: checks across warehouses, lakehouses and object stores, triggered by ADF, Airflow and dbt, with alerting and an MCP server.
flowviant
flowviant/cli
praxis-agent
Forest-Isle/Praxis
Local-first, single-user general agent for the command line.
shiplightai
ShiplightAI/shiplight-cli
AI-powered end-to-end testing for Playwright. Write tests as YAML with natural-language steps, with self-healing locators and a visual debugger.
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