Trending MCP servers

MCP servers give a model tools like file access, a browser or your notes. We follow 5,072 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. 857 servers.

cocoonstack/sandbox
Fast cold-boot MicroVM sandboxes for AI agents on cocoon
Stars
83
7 days
+17
Reddit posts, 30 days
0
Go
ankitcharolia/kiro-gateway
Compliance-first AI gateway for Kiro: connect OpenAI, Anthropic, ACP, Claude Code, Cursor, OpenCode, and MCP through the official kiro-cli binary.
Stars
82
7 days
+1
Reddit posts, 30 days
0
Python
devopsaiguru123/awesome-agentic-devops
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.
Stars
81
7 days
+2
Reddit posts, 30 days
0
Python
hashfunction/markuprplusRuns locallyNo key needed
Record your screen, narrate the bug, and hand your AI coding agent structured Markdown - one annotated screenshot per mark. Desktop app, CLI, and MCP server for Claude Code, Cursor, Codex, and Windsurf. On-device Whisper transcription, local-first, MIT.
Stars
79
7 days
+1
Reddit posts, 30 days
0
TypeScript
aravindev/inkscape_mcp
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI or headlessly from the CLI
Stars
76
7 days
+4
Reddit posts, 30 days
0
Python
tenequm/pondRuns locallyNo key needed
Lossless storage and search for AI agent sessions, across every agentic client.
Stars
76
7 days
+2
Reddit posts, 30 days
0
Rust
sshwarts/skillscript
Skillscript — a small declarative language for authoring agent workflows. Runtime, compiler, and CLI.
Stars
75
7 days
0
Reddit posts, 30 days
0
TypeScript
rasinmuhammed/misataRuns locallyNo key needed
Synthetic data that hits the numbers you declare, exactly. Multi-table with verified foreign-key integrity, deterministic, no model in the data path. Python + MCP server. In simple terms, a powerful demo data generator for sales/demos/seed data.
Stars
69
7 days
0
Reddit posts, 30 days
0
Python
supercmohq/supercmo-skillsRuns locallyNo key needed
Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.
Stars
69
7 days
+5
Reddit posts, 30 days
0
Python
firelock-ai/kinRuns locallyNo key needed
A graph-native code repository for people and AI agents.
Stars
67
7 days
+2
Reddit posts, 30 days
0
Rust
sendmux/sendmux-sdkRuns locallyNo key needed
Official monorepo of SDKs, CLI, and MCP servers for Sendmux email APIs across TypeScript, Python, Go, PHP, Rust, and Ruby.
Stars
65
7 days
0
Reddit posts, 30 days
0
PHP
tuntii/rustapi
A high-performance, ergonomic web framework for Rust with native AI/LLM support.
Stars
64
7 days
+2
Reddit posts, 30 days
0
Rust
igiamronit/justbetter-mcp
A high-performance, token-efficient Model Context Protocol (MCP) gateway proxy. Avoids context bloat and eliminates multi-turn tool discovery latency by intercepting prompts and semantically injecting only the exact schemas the LLM needs.
Stars
63
7 days
+4
Reddit posts, 30 days
0
TypeScript
keibisoft/keibidropRuns locallyNo key needed
Share files between devices on demand. They show up as a folder on your computer, available instantly while downloading.
Stars
61
7 days
0
Reddit posts, 30 days
0
Go
mrgo2/icloud-mcpRuns locallyNo key needed
MCP server for Apple services — Mail, Calendar, Contacts, Reminders, Notes, Messages, Safari — via AppleScript (local) or iCloud IMAP/CalDAV/CardDAV (cloud)
Stars
61
7 days
+5
Reddit posts, 30 days
0
JavaScript
riccardo8888/agent-link
An end-to-end encrypted channel between coding agents, anywhere
Stars
58
7 days
0
Reddit posts, 30 days
0
Python
deverman/focusrelaymcpHosted only
Fast native Swift OmniFocus MCP server and CLI for macOS. Let AI assistants safely read, update, complete, and organize tasks and projects through documented Omni Automation APIs.
Stars
54
7 days
+2
Reddit posts, 30 days
0
Swift
getsigit/sigitHosted only
A modular local inference LLM coding agent. Core component of siGit Factory.
Stars
54
7 days
+7
Reddit posts, 30 days
0
Rust
ariffazil/arifosRuns locallyNo key needed
Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 receipts. Not a model. Not a chatbot.
Stars
52
7 days
0
Reddit posts, 30 days
0
Python
oaslananka/easyeda-mcp-proRuns locallyNo key needed
Production-grade MCP server for EasyEDA Pro, connecting AI agents to schematic and PCB workflows, controlled design operations, DRC, BOM sourcing, board analysis, and manufacturing export—with profile-gated tools and safety controls.
Stars
52
7 days
+2
Reddit posts, 30 days
0
TypeScript
alexanderradahl/mac-developer-bridge
Give ChatGPT a real terminal on your Mac. Open-source MCP bridge for shell, files, PTY sessions, jobs, and Codex history.
Stars
51
7 days
0
Reddit posts, 30 days
0
JavaScript
erayendes/app-store-connect-mcpRuns locallyNo key needed
Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreKit 2). 890 tools across 13 profiles, generated from Apple's OpenAPI spec, plus one-call macros for worldwide pricing, submission readiness and metadata diffs, and confirm-before-write safety. Works with Claude, Codex, Cursor and any MCP client.
Stars
51
7 days
+1
Reddit posts, 30 days
0
TypeScript
kiln-ai/kilntainers
MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.
Stars
51
7 days
0
Reddit posts, 30 days
0
Python
igniteui/igniteui-mcp-testbed
Stars
50
7 days
0
Reddit posts, 30 days
0
TypeScript
agent-hellboy/mcp-server-fuzzer
A generic mcp server fuzzer
Stars
46
7 days
0
Reddit posts, 30 days
0
Python
rizzdev/awesome-mcp-open
Stars
46
7 days
+1
Reddit posts, 30 days
0
vinvai/vinvaiRuns locallyNo key needed
Tools for AI agents to test, fix and optimise your codebase
Stars
46
7 days
0
Reddit posts, 30 days
0
Python
phasespace-labs/palinodeRuns locallyNo key needed
The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.
Stars
44
7 days
+2
Reddit posts, 30 days
0
Python
decoded-cipher/nodrixHosted only
The IoT platform Cloudflare didn't build. Telemetry, realtime dashboards, and automations on Workers + D1 + R2 + Durable Objects — in your own Cloudflare account.
Stars
43
7 days
+1
Reddit posts, 30 days
0
TypeScript
aka-kika/the-librarian
Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents ask, get the few right skills for the task, and their outcomes curate the collection. Fully local: Ollama + SQLite + optional Apple Intelligence.
Stars
42
7 days
+1
Reddit posts, 30 days
0
Python
max-ramas/rms-memory-mcp
Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency
Stars
40
7 days
+1
Reddit posts, 30 days
0
Rust
rendeverance/toolfunnel
A zero-dependency MCP and Local tool gateway: host your own tools in any language, forward and curate tools from other MCP servers, expose them leanly to cut agent token cost, gate every call through your own policy hooks before it runs, create your own MCP servers easily with zero code - and wrap any MCP server so it speaks both protocol eras! :)
Stars
38
7 days
0
Reddit posts, 30 days
0
JavaScript
stixez/droid-mcp
SDK for Android — gives local LLMs structured access to phone data (calendar, contacts, SMS, files). Everything stays on device.
Stars
38
7 days
+1
Reddit posts, 30 days
0
Kotlin
litenova-solutions/fuseRuns locallyNo key needed
Faster .NET build and test loop for AI coding agents.
Stars
36
7 days
0
Reddit posts, 30 days
0
C#
loocor/mcpmate
MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.
Stars
36
7 days
0
Reddit posts, 30 days
0
Rust
docslicer/docslicerRuns locallyNo key needed
Fast, deterministic document parser and chunker for RAG and agent pipelines. Ships an MCP server for agents navigating long documents with precision.
Stars
35
7 days
0
Reddit posts, 30 days
0
Python
lanes-sh/link
Lanes Link is a private, self-hostable MCP that connects your accounts, memory and skills to every AI agent you use.
Stars
35
7 days
0
Reddit posts, 30 days
0
TypeScript
tomeraitz/claude-slack-bridge
MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — then resume once you reply.
Stars
35
7 days
0
Reddit posts, 30 days
0
Python
arvindand/maven-tools-mcpRuns locallyNo key needed
MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.
Stars
33
7 days
0
Reddit posts, 30 days
0
Java
monadix-ai/monad-design
Stars
33
7 days
+2
Reddit posts, 30 days
0
TypeScript
mindwear-capitian/followupboss-mcp-serverRuns locallyNo key needed
Talk to your Follow Up Boss CRM in plain English. 160-tool MCP server for realtors, built by a working broker (Neuhaus Realty Group, Austin TX). Free self-host, ELv2 licensed.
Stars
32
7 days
+1
Reddit posts, 30 days
0
JavaScript
shweta-mishra-ai/tokenmizerRuns locallyNo key needed
Graph memory for AI agents — decisions, context, and session history that survive across every conversation. Works with any LLM.
Stars
32
7 days
0
Reddit posts, 30 days
0
Python
spirosbax/insaight
LinkedIn prospect intelligence inside Claude — MCP server + 8 skills that research people, companies and comment threads, draft outreach, and learn what gets replies.
Stars
32
7 days
0
Reddit posts, 30 days
0
Python
astrix-labs/genesysRuns locallyNo key needed
Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Stars
31
7 days
+2
Reddit posts, 30 days
0
Python
infino-ai/code-contextRuns locallyNo key needed
Retrieval + inference offload for AI coding agents.
Stars
31
7 days
0
Reddit posts, 30 days
0
TypeScript
brightwave-inc/tidebreak
Open-source, local-first desktop for AI coding agents and document work. Run Claude Code, Codex CLI, opencode, and Grok CLI in isolated Git worktrees.
Stars
30
7 days
+1
Reddit posts, 30 days
0
Rust
gregoire-costory/awesome-agentic-finops
A curated list of open-source and AI-native (MCP servers, assistant skills, AI cost agents) tooling for cloud cost management and FinOps.
Stars
30
7 days
0
Reddit posts, 30 days
0
kirbah/mcp-youtubeRuns locallyNo key needed
High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs using the YouTube Data API v3.
Stars
29
7 days
0
Reddit posts, 30 days
0
TypeScript
agamiai/agami-core
The trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.
Stars
28
7 days
0
Reddit posts, 30 days
0
Python
hamr0/beeperbox
Plug your AI agent into 50+ messengers (WhatsApp, iMessage, Signal, Telegram, Slack…) through one MCP endpoint. Two modes: a self-contained Docker container (headless Beeper bundled) or a lite npx MCP layer pointed at the Beeper you already run.
Stars
28
7 days
0
Reddit posts, 30 days
0
JavaScript

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 2026-10-08, 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.