Trending MCP servers

MCP servers give a model tools like file access, a browser or your notes. We follow 5,032 of them and rank them by the GitHub stars they're gaining and how often people link them on Reddit. Where llamaperf users have tried one with a local model, you'll see whether it worked. Filter for the ones that run on your own machine.

Runs locally No API key

Most Reddit posts linking the repository in the last 30 days, from r/mcp, r/LocalLLaMA, r/LocalLLM, r/ollama and r/ClaudeAI. 843 servers.

av-labs-co/cos-codex-bridgeRuns locallyNo key needed
Local MCP for Chief of Staff agents to run Codex and Claude Code CLI project sessions with scoped access and durable receipts.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
TypeScript
bkraad47/ramenHosted only
Self-hosted, multi-zone, highly available MCP server (Model Context Protocol) for Kubernetes on GKE and EKS. A git repo of Python tools becomes canary-deployed Rust + Python workers behind one load balancer, with OAuth 2.1 sign-in, per-group roles, secrets, IP rules, throttling and audit.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
cyberbobas/airlock
Runtime firewall for AI coding agents. Gate every tool, MCP and skill call against a least-privilege policy.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
cyrisxd/agent-notify
Let Claude, ChatGPT, Grok Bot and any MCP agent email you when something needs your attention. Private, free, one-click deploy to Cloudflare Workers.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
TypeScript
ddevetak/footballcharts-mcpRuns locallyNo key needed
MCP server for Football Charts — football data for 93 leagues in 42 countries: results, fixtures, tables, goal timing and model probabilities. Free, no signup required. football-charts.com
Stars
3
7 days
n/a
Reddit posts, 30 days
1
JavaScript
karljsamuel/mcp-eccRuns locallyNeeds a key
Stars
3
7 days
n/a
Reddit posts, 30 days
1
TypeScript
kubaz2/agentic-filesystem-mcp
A secure, highly capable MCP server written in Rust. It exposes a comprehensive suite of filesystem operations as tools for AI agents.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Rust
kubed-io/mcp-kb
An MCP knowledge base — skills, prompts and agent material collected from git, WebDAV and folders into one catalogue, served as resources, or as tools for clients without them.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
luispintoapify/ecommerce-agent-starter
Wire an AI agent to live product data over the Apify MCP server: price, stock, rating and images as structured fields. Runtime calls plus a scheduled RAG refresh, with a three-arm benchmark.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
mcpspan/mcpspan
Open-source, self-hosted analytics for MCP servers
Stars
3
7 days
n/a
Reddit posts, 30 days
1
TypeScript
mooneyes/google-ecommerce-mcpRuns locallyNo key needed
Read-only MCP server for the Google services an online shop lives on: GA4, Search Console, Merchant Center, Tag Manager, Indexing API, PageSpeed.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
paraphern/rugsnareRuns locallyNo key needed
Runtime integrity gateway for AI agents: pin MCP tool descriptions, snare rug-pulls and drift, verify releases on-chain. Zero-dep.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
JavaScript
rewire-bio/genomics-mcpRuns locallyNo key needed
Unified MCP access to genomic archives, reference databases and indexed sequencing files
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
thesanjeetc/parselboxRuns locallyNo key needed
An embeddable Python runtime where AI agents call tools as code. Powered by Deno + Pyodide.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
aistyai/aistymcp
Secure MCP setup, where users can define the permission set instead of allowing the tool to access and execute anything.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
ashfaqbs/jev-mcp-spring
Java/Spring Boot MCP server for TypeSafe Jev
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Java
berkantacun/guardmcp
Security scanner for MCP (Model Context Protocol) servers and configs — tool poisoning, secret leaks, rug-pull detection, insecure transport.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
builtbyaakash/yusetu
Self-hosted MCP gateway — one endpoint that aggregates many MCP servers for Cursor, Claude, and other agents.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
failecho/failechoRuns locallyNo key needed
When a tool or model call fails, your agent learns what fixed it for other agents, or that nothing has. Plugins for Claude Code and OpenCode, an MCP proxy, a Python wrapper. Open source, metadata only.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
freema/drobekHosted only
Open-source, self-hosted vibe coding hosting platform: an alternative to Lovable, Bolt.new and v0 that works with your own AI agent (Claude Code, Cursor, Codex) over MCP. Builds, previews and publishes web apps. AGPL-3.0.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
hebbrix/hebbrix-mcp
Hebbrix MCP server — long-term memory and knowledge graph for any MCP-compatible agent (Claude Desktop, Cline, Cursor, Continue)
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
jhonpork1233-beep/win-mindRuns locallyNo key needed
Windows MCP server: AI sees and drives any app through the accessibility tree - no screenshots, no mouse - plus 200+ native Windows tools.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
jusick/argos-mcp-guardrail
A lightweight, sub-millisecond security shim that prevents AI agents from accessing sensitive files (.env, SSH keys) and executing destructive commands via MCP.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Rust
salesforce-misc/pr-council-mcp
A runnable playground for durable, sandboxed, multi-model PR review workflows over MCP.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
shurshun/grafana-mcp-setup
Self-service page that issues personal, read-only Grafana service-account tokens for MCP clients
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Go
socialrobot-io/rachet
Rachet is an open-source journey engine for agents.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
sorami-consulting-au/ai-kubernetes-helm-chart-security
Evidence and data for the Sorami technical report on security defaults of 15 AI serving, vector database and MCP Helm charts on Kubernetes.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
thevilfer/better-tg-cliRuns locallyNo key needed
Telegram for your terminal and your AI agents: read, search, send and press bot buttons on your own account. MCP server included.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
vladuzh/intents-mcpRuns locallyNo key needed
Your Mac's App Intents as MCP tools for Claude Code and Codex, through Shortcuts. Public APIs only.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Swift
abdullahhasan42/infinitebacklog-mcp
Hybrid MCP server for Infinite Backlog (https://infinitebacklog.net/), a free multi-platform video game collection tracker.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
agent-hellboy/mcp-auth
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Go
agentic-hil/stm32-starter
Nucleo-F446RE starter for Agentic Hardware-in-the-Loop
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
arcaeon-io/arcaeonRuns locallyNo key needed
A record of what an agent did that the agent cannot quietly rewrite, and a way for anyone who doubts
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
devdanielvaldez/agentmesh
High-performance service mesh for MCP — discovery, routing, security, resilience, and observability for AI tools.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Rust
doguozyigit/chat2local
Give ordinary ChatGPT chats tools, skills, and recovery checkpoints for local projects. macOS developer preview.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
goodygoodygoody/projectnoosphereHosted only
Project Noosphere: an open knowledge commons for AI agents (projectnoosphere.org)
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
guardbee/guardbee-mcpRuns locallyNo key needed
GuardBee MCP server monorepo — pnpm workspaces + Turborepo
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
hodong-kim/sonbal
Local MCP execution substrate with bounded tools and pluggable connectors.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Ada
ibrahimhajjaj/barq
Fast browser hands for coding agents: name an outcome, and Jev (TypeSafe's decision model) picks each click in about 300 ms. MCP server, Claude Code plugin, library and CLI; works in a browser it launches or in your own Chrome or Edge.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
JavaScript
maharajahu/toolbraid-companion
WebMCP-enabled browser extension and Windows tools for your AI. Official ToolBraid Companion source, releases, tests and build instructions.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
JavaScript
mcpbytes/mcpbytes-vault
mcpbytes-vault
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Rust
mya11yreport/mya11yreport-mcp
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
petshopbros/dcl-agent-mcp
AI agent bridge for Decentraland — give your agents a body in the metaverse
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
ragefulrhino16/browserpilot
Local browser-control engine for MCP agents: existing Chromium sessions, per-site permissions, one-use approvals, and isolated Playwright profiles.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
robofinsystems/xbrlkitRuns locallyNo key needed
Read SEC and ESEF XBRL filings locally: parse once with Arelle into a portable model, export to TAVI, xBRL-JSON, JSON-LD or a LadybugDB property graph (one filing or many stacked), and query it with Cypher or from any MCP client.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
siddarthareddy8/mcp-smoke
Headless runtime smoke-tester for MCP servers: catches the silent failures that break agents in production
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
sjdonado/icloud-headless-mcp
Run your iCloud from anywhere, no Mac required. One self-hosted MCP server over stdio for Mail, Calendar, Contacts, Notes, Reminders and Drive: approval-gated writes, reproducible on any always-on Linux host, including Hermes.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Go
tradestarv5/insider-signalsRuns locallyNo key needed
Verified SEC insider-buy signals (Form 4, 13D, 13F, 8-K) — Python client for the TradeStar Insider API & MCP server
Stars
1
7 days
n/a
Reddit posts, 30 days
1
JavaScript
uncaughterrs/browspark
BrowserMCP and Chrome extension that let AI agents browse, click, and debug real websites in your own browser. Console, network, debugger, profiling, and Lighthouse, all from one tool call.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
vanoe-ai/vanoe-intelligence-mcpRuns locallyNeeds a key
MCP server for the Vanoe Market Intelligence API: stock verdicts, trend-stage analysis, Point & Figure, sector breadth, macro regime and SEC filings as tools for Claude and other MCP clients.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python

Where this comes from

Servers come from the official MCP registry, GitHub topic searches and repositories linked in r/mcp. A server is listed once it has 25 stars, a Reddit post linking it or a community report. Stars are read from GitHub once a day, most recently on 2026-10-07, and a gain is the difference between two readings. GitHub no longer shows when each star was given, so there is no history from before our first reading. "Runs locally" and "needs a key" come from the server's registry entry; a server with no entry shows neither. Stars and posts measure attention. The local reports come from people who ran them.