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/126
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
3,001–3,024 of 3,432 · ranked by trust score, then stars
NeuronDB
neurondb/neurondb
NeuronDB PostgreSQL extension: vector similarity search (HNSW, IVFFlat), embeddings, kNN, ML in SQL, and hybrid full-text + vector retrieval.
Open Code Review
raye-deng/open-code-review
🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.
answerLoops
answerLoops/answerLoops
🚀 Agent-native AI support that turns your docs into answers for your community. Built for your agents with skills and MCP.
hronaut
hronaut/hronaut
The browser your coding agent can come back to — visible, persistent, isolated workspaces over MCP.
mac-developer-bridge
Powderpuff-magneticstoragemedium586/mac-developer-bridge
Give ChatGPT a real terminal on your Mac to run commands, edit files, manage sessions, and access Codex history.
collidemcp
lithometric/collidemcp
Run multiple AI coding agents (Claude Code, Codex, Cursor) on one repo without conflicts: live awareness, write gate, briefings, one-step pushes. Free, local, MCP + hooks.
mcp-servers
theluckystrike/mcp-servers
42 local-first MCP servers for back-office work: invoices, VAT, PDFs, spreadsheets, time tracking, expenses. Free tier, one-time Pro (no subscription, no account). Hosted, no-install endpoints: https://mcp.zovo.one
prjct-cli
prjct-app/cli
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence, persistent memory, preventive guardrails, and performance evals. One CLI + MCP server, SQLite inside. Claude Code, Codex,
MCPGateway
yeelam-gordon/MCPGateway
Share local MCP servers across coding-agent sessions: avoid duplicate backend memory and startup work. Keep the agent-side MCP connection across settled configuration-only restarts (SDK/stdio). Tool discovery and exclusive workflows; sharing adds overhead.
CodeGraphContext
shashankss1205/codegraphcontext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
aimock
CopilotKit/aimock
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
Director
fdmtl/director
MCP Playbooks for AI agents
kimiflare
sinameraji/kimiflare
Autopilot (previously Kimiflare) is an open source harness inspired by claude code. works with open router
agent-inspect
rajudandigam/agent-inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.
mcp-wordpress
docdyhr/mcp-wordpress
MCP Server to manage a Wordpress CMS system.
Vantage
vantage-sh/vantage-mcp-server
MCP Server to fetch costs and usage data from your Vantage account.
orbit
Noveum/orbit
Free, open source, realtime task manager. Issues, boards, sprints, projects and docs that sync instantly. Keyboard-first, self-hostable, with an MCP server for AI agents. No pricing, ever.
wjx-ai-kit
wjxcom/wjx-ai-kit
问卷星 OpenAPI 全栈工具包:TypeScript SDK + MCP Server + CLI
Infona Oss
infona-ai/infona-oss
Messy CSV, JSON, or text → one LLM schema pass → deterministic rows into Neo4j → ask in English (Cypher).
labloop
cloudcell/labloop
Agent-driven ML researcher in a secure, reproducible KVM lab: five standalone scientific-state MCP servers within per-user VMs with driver / trusted / hostile zone isolation
Agora
logan-suu/Agora
The digital town square where AI agents (PM/Architect/Coder/Tester) collaborate via group chat, while the human acts as the sole Leader. Built with TypeScript + DeepSeek Harness, featuring true parallel execution, cooperative preemption, MCP tools, and git worktree isolation.
yahoo-fantasy-football-mcp
ChadPapineau/yahoo-fantasy-football-mcp
MCP server for Yahoo Fantasy Football: format-aware, deeply reasoned roster, waiver, trade and start/sit recommendations grounded in your league's real scoring, cross-referenced with NFL usage, injury, betting and news context. Ships with expert Skills. Node/TypeScript.
DaVinci Resolve
samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
Shinkai
dcspark/shinkai-local-ai-agents
Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.
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