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.
Most Reddit posts linking the repository in the last 30 days, from r/mcp, r/LocalLLaMA, r/LocalLLM, r/ollama and r/ClaudeAI. 269 servers.
Self-hosted engine that turns URLs, files and text into media, transcripts, summaries, translations and documents — HomeTube, Studio, MCP, CLI, SDK, REST API
- Stars
- 11
- 7 days
- 0
- Reddit posts, 30 days
- 0
PythonLossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha256-verified). MCP server for Claude Code & Cursor.
- Stars
- 8
- 7 days
- n/a
- Reddit posts, 30 days
- 0
PythonJob postings with the employer's REAL posting date, pulled from Greenhouse / Lever / Ashby / 北森 Beisen / Moka ATS APIs. MCP server + CLI for Claude, Cursor and any agent. 139 employers in AI infra, autonomous driving 智驾 and embodied AI 具身. Your résumé never leaves your machine.
- Stars
- 7
- 7 days
- n/a
- Reddit posts, 30 days
- 0
PythonCLI and MCP server for smbCloud: smbCloud Mail, smbCloud Auth, smbCloud Deploy, and PGresIQ. One Rust binary.
- Stars
- 7
- 7 days
- n/a
- Reddit posts, 30 days
- 0
Rust- Stars
- 5
- 7 days
- n/a
- Reddit posts, 30 days
- 0
TypeScriptHuman-in-the-loop approval inbox for AI agents. An agent proposes an action, a human approves or rejects it, then it runs. Watchers + approval inbox, MCP + REST, self-hostable (MIT).
- Stars
- 5
- 7 days
- n/a
- Reddit posts, 30 days
- 0
HTMLYAAC: yet-another-agentic-chat. Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure.
- Stars
- 4
- 7 days
- n/a
- Reddit posts, 30 days
- 0
Python- Stars
- 4
- 7 days
- n/a
- Reddit posts, 30 days
- 0
JavaScriptClipy is the first agent-readable screen recorder — free, no watermark, for Mac, Chrome, and the web. One share link: humans watch the video, AI agents read the summary, key moments, and transcript.
- Stars
- 4
- 7 days
- n/a
- Reddit posts, 30 days
- 0
TypeScriptTest how MCP clients handle failures and recover. Run repeatable scenarios against built-in faults or external MCP servers.
- Stars
- 3
- 7 days
- n/a
- Reddit posts, 30 days
- 0
TypeScriptPersistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor long-term memory across sessions — one Rust binary, one local SQLite database, no server.
- Stars
- 2
- 7 days
- n/a
- Reddit posts, 30 days
- 0
RustTurn any OpenAPI REST API into an MCP server for AI agents — one command, zero dependencies
- Stars
- 2
- 7 days
- n/a
- Reddit posts, 30 days
- 0
Python- Stars
- 1
- 7 days
- n/a
- Reddit posts, 30 days
- 0
TypeScriptPublic TRAECNclaw MCP Agent Skill and installable server package bundle.
- Stars
- 0
- 7 days
- n/a
- Reddit posts, 30 days
- 0
JavaScriptPlaywright MCP server
- Stars
- 37.9k
- 7 days
- +182
- Reddit posts, 30 days
- 0
TypeScriptGitHub's official MCP Server
- Stars
- 33.4k
- 7 days
- +125
- Reddit posts, 30 days
- 0
GoYC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
- Stars
- 21.8k
- 7 days
- +59
- Reddit posts, 30 days
- 0
RustThe Unofficial and Awesome Home Assistant MCP Server
- Stars
- 4,963
- 7 days
- +69
- Reddit posts, 30 days
- 0
PythonMarkdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
- Stars
- 1,752
- 7 days
- +16
- Reddit posts, 30 days
- 0
RustStealth Chromium engine that stops scrapers and browser agents from getting blocked, with one line of code change.
- Stars
- 731
- 7 days
- +54
- Reddit posts, 30 days
- 0
PythonEditable, part-aware 3D generation from text or reference images. Open-source client for nova3d.xyz.
- Stars
- 726
- 7 days
- 0
- Reddit posts, 30 days
- 0
DartCatch intent conflicts before code conflicts. The open-source coordination protocol for coding agents, built above Git.
- Stars
- 535
- 7 days
- +15
- Reddit posts, 30 days
- 0
RustLive messaging for coding agents
- Stars
- 412
- 7 days
- +65
- Reddit posts, 30 days
- 0
TypeScriptLocal-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
- Stars
- 407
- 7 days
- +2
- Reddit posts, 30 days
- 0
TypeScriptMine your Claude Code and Codex logs into a local you.md agent profile.
- Stars
- 292
- 7 days
- -1
- Reddit posts, 30 days
- 0
HTMLMine your Claude Code and Codex logs into a local you.md agent profile.
- Stars
- 292
- 7 days
- -1
- Reddit posts, 30 days
- 0
HTMLLocal-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.
- Stars
- 281
- 7 days
- 0
- Reddit posts, 30 days
- 0
PythonShrink the web for your agents! Token-efficient, fast and fully local web search and research.
- Stars
- 230
- 7 days
- +2
- Reddit posts, 30 days
- 0
PythonShrink the web for your agents! Token-efficient, fast and fully local web search and research.
- Stars
- 230
- 7 days
- +2
- Reddit posts, 30 days
- 0
PythonOne zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。
- Stars
- 214
- 7 days
- +8
- Reddit posts, 30 days
- 0
PythonToken-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
- Stars
- 181
- 7 days
- +2
- Reddit posts, 30 days
- 0
TypeScriptNew way for collect information from the API's/Websites
- Stars
- 133
- 7 days
- 0
- Reddit posts, 30 days
- 0
GoPersistent memory for Claude Code, Cursor and Codex. Facts are typed, sourced, and retired when they change. Local SQLite, no API keys.
- Stars
- 122
- 7 days
- +1
- Reddit posts, 30 days
- 0
TypeScriptCHAP, the Collaborative Human Agent Protocol, is a MCP/A2A-compatible runtime for auditable human-agent work: approvals, overrides, handoffs, escalation and verifiable evidence logs.
- Stars
- 105
- 7 days
- +1
- Reddit posts, 30 days
- 0
HTMLA live layered dependency map for bottom-up development — MCP server + terminal pane for Claude Code, Codex CLI and any MCP client. Ghost the design first, light nodes up as they are built and verified.
- Stars
- 100
- 7 days
- +9
- Reddit posts, 30 days
- 0
TypeScriptThis web browser has been designed to help your agent debug and develop complex web applications. (MCP Server)
- Stars
- 95
- 7 days
- 0
- Reddit posts, 30 days
- 0
JavaScriptFind source context and trace calls across languages in Claude Code, Codex and other MCP agents.
- Stars
- 86
- 7 days
- 0
- Reddit posts, 30 days
- 0
PythonDjango ER diagrams, N+1 detection, schema drift & migration-risk linting — in VS Code, a CLI and an MCP server. Static analysis: no database, no django.setup(). Free & MIT.
- Stars
- 84
- 7 days
- +8
- Reddit posts, 30 days
- 0
PythonRecord 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
TypeScriptLossless storage and search for AI agent sessions, across every agentic client.
- Stars
- 76
- 7 days
- +2
- Reddit posts, 30 days
- 0
RustSynthetic 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
PythonOpen-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
- 68
- 7 days
- +6
- Reddit posts, 30 days
- 0
PythonA graph-native code repository for people and AI agents.
- Stars
- 67
- 7 days
- +3
- Reddit posts, 30 days
- 0
RustOfficial 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
PHPShare 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
GoMCP server for Apple services — Mail, Calendar, Contacts, Reminders, Notes, Messages, Safari — via AppleScript (local) or iCloud IMAP/CalDAV/CardDAV (cloud)
- Stars
- 60
- 7 days
- +6
- Reddit posts, 30 days
- 0
JavaScriptIndependent 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
PythonHeimdall — 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
TypeScriptProduction-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
- 51
- 7 days
- +1
- Reddit posts, 30 days
- 0
TypeScriptTools for AI agents to test, fix and optimise your codebase
- Stars
- 46
- 7 days
- 0
- Reddit posts, 30 days
- 0
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.