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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 locallyNo 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.

  1. dhishwasher/girderRuns locallyNo key needed

    Girder saves AI coding-agent context by giving agents exactly the code they need instead of whole files.

    Stars
    13
    7 days
    +1
    Reddit posts, 30 days
    1
    Rust
  2. thirumalaiboobathi/opentel-mcp

    OpenTelemetry instrumentation for Model Context Protocol (MCP) servers

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    1
    JavaScript
  3. abm9111/chamberRuns locallyNo key needed

    Checks that the numbers, capitalised names, and file names in a claim occur in the indexed note. Local, no model. It does not judge meaning. MIT.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  4. krishyaid-coder/sluice

    Local MCP gate that remembers sensitive values across tool calls and blocks them from being sent again.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  5. nohosa001-pixel/security-gate-x402

    The Zero-Trust Safety & Settlement Rail for Autonomous AI Agents. Sub-10ms deterministic guardrails, key leak defense, and cryptographic Proof-of-Safety attestations via x402 on Base ($0.002).

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  6. vgflutter/giviloop

    Double-check your coding agent with web chat or local models. Saved reviews, CLI and MCP.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  7. punkpeye/awesome-mcp-servers

    A collection of MCP servers.

    Stars
    95.9k
    7 days
    +197
    Reddit posts, 30 days
    1
  8. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    Stars
    65.3k
    7 days
    +3,797
    Reddit posts, 30 days
    1
    Python
  9. upstash/context7Runs locallyNo key needed

    Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

    Stars
    62.7k
    7 days
    +208
    Reddit posts, 30 days
    1
    TypeScript
  10. tadata-org/fastapi_mcp

    Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

    Stars
    12.0k
    7 days
    +5
    Reddit posts, 30 days
    1
    Python
  11. webmachinelearning/webmcp

    🤖 WebMCP

    Stars
    4,475
    7 days
    +80
    Reddit posts, 30 days
    1
    Bikeshed
  12. pipeshub-ai/pipeshub-ai

    The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

    Stars
    3,813
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  13. cortex-docs/cortex

    Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.

    Stars
    3,231
    7 days
    -1
    Reddit posts, 30 days
    1
    TypeScript
  14. letsfg/letsfgRuns locallyNo key needed

    Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Every airline in the world, major booking sites and OTAs, with per-flight reliability history.

    Stars
    2,115
    7 days
    +41
    Reddit posts, 30 days
    1
    Python
  15. punkpeye/awesome-remote-mcp-servers

    A collection of remote MCP servers.

    Stars
    855
    7 days
    +306
    Reddit posts, 30 days
    1
  16. mario-andreschak/flujo

    Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React

    Stars
    655
    7 days
    +29
    Reddit posts, 30 days
    1
    TypeScript
  17. getopenpost/openpostHosted only

    Create, adapt, schedule, and track social posts. Open-source, hosted or self-hosted.

    Stars
    653
    7 days
    +18
    Reddit posts, 30 days
    1
    TypeScript
  18. ojuschugh1/sqzRuns locallyNo key needed

    Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.

    Stars
    642
    7 days
    +8
    Reddit posts, 30 days
    1
    Rust
  19. lyellr88/marm-memoryRuns locallyNo key needed

    Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

    Stars
    419
    7 days
    +10
    Reddit posts, 30 days
    1
    Python
  20. itsmostafa/typesafe-mcp

    System One MCP connector to evaluate anything fast and cheap. Give your AI agent direct access to models like: Jev, D1, CLM and Laya

    Stars
    343
    7 days
    +6
    Reddit posts, 30 days
    1
    Go
  21. maorcc/gimp-mcp

    GIMP MCP server

    Stars
    256
    7 days
    +14
    Reddit posts, 30 days
    1
    Python
  22. matthew-kissinger/kiln

    Build and revise procedural 3D assets with your coding agent. Local MCP server, CLI and TypeScript engine with rendered review, editable source and GLB export.

    Stars
    237
    7 days
    +26
    Reddit posts, 30 days
    1
    TypeScript
  23. savantskie/persistent-ai-memory

    A persistent local memory for AI, LLMs, or Copilot in VS Code.

    Stars
    236
    7 days
    0
    Reddit posts, 30 days
    1
    Python
  24. kayforkind/reimagine-it

    Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own nouns, dates, numbers, and colors. Not the reimagineit.ai interview SaaS.

    Stars
    203
    7 days
    +8
    Reddit posts, 30 days
    1
    JavaScript
  25. voltagent/official-mcp-servers

    A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

    Stars
    184
    7 days
    n/a
    Reddit posts, 30 days
    1
  26. with-pebbly/aseprite-ai-artist

    Your coding agent paints pixel art in the Aseprite window you already have open. MCP server + skills for Claude Code, omp, Codex, Gemini CLI and Cursor — draws, looks at its work, animates and exports. Gallery and benchmark: pixeli.pebbly.space

    Stars
    148
    7 days
    +112
    Reddit posts, 30 days
    1
    TypeScript
  27. ptweezy/cronstable

    A job scheduler with retries, alerts, saved run history, workflows, and dashboards for single machines and clusters.

    Stars
    103
    7 days
    +20
    Reddit posts, 30 days
    1
    Python
  28. tenuo-ai/tenuo

    Task-scoped authorization for AI agents. Cryptographic warrants constrain tools and arguments, prevent privilege escalation at every delegation hop, and produce signed evidence of what was allowed or denied.

    Stars
    101
    7 days
    n/a
    Reddit posts, 30 days
    1
    Rust
  29. nassim-arifette/jevgrep

    Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers.

    Stars
    100
    7 days
    +10
    Reddit posts, 30 days
    1
    TypeScript
  30. insane0777/awwards-mcp

    Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA, capture and record live sites. A Mobbin alternative. No API key.

    Stars
    98
    7 days
    +6
    Reddit posts, 30 days
    1
    TypeScript
  31. xdarkzx/reaper-mcp

    AI-powered music production and post-production in REAPER via MCP — 181 tools for composition, mixing, mastering, batch editing, audio QC, and ReaScript automation.

    Stars
    82
    7 days
    +6
    Reddit posts, 30 days
    1
    Python
  32. authplane/authserver

    OAuth 2.1 Authorization Server for the Model Context Protocol (MCP)

    Stars
    79
    7 days
    +1
    Reddit posts, 30 days
    1
    Go
  33. friday-memory/friday

    The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.

    Stars
    66
    7 days
    +1
    Reddit posts, 30 days
    1
    Python
  34. kiycoh/silica-coreRuns locallyNo key needed

    Retrieval tools for coding agents, no model in the loop: SOTA-competitive files, search, read, code_pack and write_note over the folder your session is opened in, served over MCP.

    Stars
    65
    7 days
    +1
    Reddit posts, 30 days
    1
    Python
  35. farenhytee/database-sentinel

    Open-source security audits for Supabase: a read-only MCP server, a CLI agent and a Claude Skill. Finds RLS misconfigurations, exposed keys and risky functions, and returns a scored report with fix SQL. Hosted version: Locksoup.

    Stars
    49
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  36. juan52878911/kindling

    Herramientas MCP serverless sobre microVMs de Firecracker

    Stars
    47
    7 days
    +20
    Reddit posts, 30 days
    1
    Go
  37. sinyu1012/proxypin-mcp-workbench

    基于 ProxyPin 与 MCP 的自动化抓包、API 分析、Mock 场景和数据归档工作台，支持 移动端/Mac端 抓包并通过 MCP 让 AI 自动分析获取内容 / Mock 一系列接口。

    Stars
    47
    7 days
    -2
    Reddit posts, 30 days
    1
    Dart
  38. hcompai/hai-agents-pythonHosted only

    Python SDK for H Company's Agents API

    Stars
    42
    7 days
    +6
    Reddit posts, 30 days
    1
    Python
  39. open-mcp-ai/termcpHosted only

    与AI共享你的诸多终端 —— Share your terminals with AI.

    Stars
    40
    7 days
    +3
    Reddit posts, 30 days
    1
    Go
  40. goldenloaf24h/browserpaw

    BrowserClaw - Control your everyday Chrome browser from AI agents, without losing logins or focus

    Stars
    32
    7 days
    +2
    Reddit posts, 30 days
    1
    TypeScript
  41. pic-standard/pic-standard

    Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify intent, provenance, and evidence before high-impact tool calls.

    Stars
    32
    7 days
    0
    Reddit posts, 30 days
    1
    Python
  42. socialcrawl/mcp

    Official MCP server for Socialcrawl

    Stars
    26
    7 days
    +2
    Reddit posts, 30 days
    1
    TypeScript
  43. 7tg/django-admin-mcpHosted only

    Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your ModelAdmin classes and let AI assistants like Claude perform CRUD operations, execute admin actions, and explore relationships—all respecting Django's permission system.

    Stars
    25
    7 days
    +3
    Reddit posts, 30 days
    1
    Python
  44. nickoscope/nickol-knx-mcpRuns locallyNo key needed

    Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter), repair (propose fixes), decompose devices (exact vendor models from ETS app-programs), diff versions, and generate Home Assistant YAML, ETS exports, an as-built handover pack & KNX IoT — read-only, no live bus.

    Stars
    25
    7 days
    0
    Reddit posts, 30 days
    1
    Python
  45. bgivenb/flick-computer-use

    Fast browser and macOS computer use for MCP agents. Local execution, TypeSafe Jev decisions, verified outcomes.

    Stars
    24
    7 days
    +1
    Reddit posts, 30 days
    1
    TypeScript
  46. maple-kit/mapleRuns locallyNo key needed

    Open-source visual UX review comments on deployed previews, with a CI merge gate and an agent loop

    Stars
    19
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  47. safe-agentic-world/nomos

    Deny-wins policy hook for Claude Code and Codex. Checks every shell, file, and fetch call against rules you keep in Git, holds under --dangerously-skip-permissions, refuses commands it cannot parse, and keeps a hash-linked audit log.

    Stars
    19
    7 days
    +1
    Reddit posts, 30 days
    1
    Go
  48. makhsum/httptrafficmonitr

    Windows desktop HTTP/HTTPS traffic monitor (MITM proxy, WPF) with an MCP server so AI assistants can inspect, filter, replay, and mock traffic

    Stars
    18
    7 days
    n/a
    Reddit posts, 30 days
    1
    C#
  49. oldmoldycake/snagr

    Selfhosted price tracker that searches marketplaces. A agent uses a headless browser to find, as well as recheck listings with a fastAPI backend and a live updating react dashboard

    Stars
    18
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  50. agentic-hil/agentic-hilRuns locallyNo key needed

    Let your coding agent develop firmware on the real board, with the hardware as the gate.

    Stars
    17
    7 days
    +1
    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.