llamaperf

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. michaels1011/ephemora-cellRuns locallyNo key needed

    Ephemeral, stateless, capability-bound execution for untrusted AI and agent-generated code.

    Stars
    46
    7 days
    0
    Reddit posts, 30 days
    3
    Python
  2. keyline-dev/keylineRuns locallyNo key needed

    Design engine for AI agents: images and video at every size, no Chrome, 2× fewer tokens. One native binary, driven over MCP.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    3
    Rust
  3. oxbshw/watch-skillRuns locallyNo key needed

    Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

    Stars
    451
    7 days
    +48
    Reddit posts, 30 days
    2
    Python
  4. ataraxy-labs/semRuns locallyNo key needed

    Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.

    Stars
    3,397
    7 days
    +31
    Reddit posts, 30 days
    2
    Rust
  5. chenxiachan/thoughtdagRuns locallyNo key needed

    Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.

    Stars
    567
    7 days
    +63
    Reddit posts, 30 days
    2
    TypeScript
  6. Run Claude Code, Codex & Gemini in parallel on Windows & macOS — git worktree fan-out with atomic hunk adoption, approval gates, reboot-surviving sessions

    Stars
    412
    7 days
    +5
    Reddit posts, 30 days
    2
    TypeScript
  7. beppetemp/cartographerRuns locallyNo key needed

    MCP governance server in Go for the Agentic Wiki — knowledge that composes, not that you query

    Stars
    37
    7 days
    +1
    Reddit posts, 30 days
    2
    Go
  8. radres/call-meHosted only

    Let your AI agents call and text your actual iPhone — Claude Code plugin + agent skill

    Stars
    21
    7 days
    +6
    Reddit posts, 30 days
    2
    JavaScript
  9. GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

    Stars
    4,024
    7 days
    +13
    Reddit posts, 30 days
    2
    Dart
  10. oooscoos/benziRuns locallyNo key needed

    Compiler-backed coding agent that compiles your codebase into a resolved, queryable map of calls, data flow, and control flow first; then it explains, runs, edits and verifies your code using it. Includes a runtime tracer that settles what static analysis can't. The Benzi compiler also works as an MCP server.

    Stars
    140
    7 days
    +33
    Reddit posts, 30 days
    2
    HTML
  11. Give AI agents their own macOS displays. Keep your screen, cursor, and focus.

    Stars
    92
    7 days
    +45
    Reddit posts, 30 days
    2
    Swift
  12. Evidence-first search for AI agents / Claude Code & Codex & Pi & OMP & kimi & mcp

    Stars
    92
    7 days
    +7
    Reddit posts, 30 days
    2
    JavaScript
  13. Talk to your AI agent and let it work on your Mac. Open source MCP control for browser, files, apps, shell, and agents.

    Stars
    80
    7 days
    +3
    Reddit posts, 30 days
    2
    Python
  14. crissyfield/super-trouperRuns locallyNo key needed

    MCP server for Frida.

    Stars
    51
    7 days
    +19
    Reddit posts, 30 days
    2
    Go
  15. houtini-ai/seo-auditRuns locallyNo key needed

    Free SEO Audit MCP server for Claude - captures and stores all the raw data you need for a complete technical SEO audit. Google Search Console + a first-party crawl + DataForSEO + Majestic SEO merged into one prioritised audit.

    Stars
    41
    7 days
    +8
    Reddit posts, 30 days
    2
    TypeScript
  16. imshaikot/browsenticRuns locallyNo key needed

    An agentic browser harness: an AI side panel & orb in your own logged-in Chrome, Edge, Arc, Brave or even Firefox run by the agent you already use (Claude Code, Codex, Antigravity). Free, open source, no API key. Also an MCP server.

    Stars
    34
    7 days
    +5
    Reddit posts, 30 days
    2
    TypeScript
  17. Wide MCP generator, easy and fast

    Stars
    20
    7 days
    +2
    Reddit posts, 30 days
    2
    TypeScript
  18. 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
    2
    Rust
  19. Inspect and debug MCP servers in depth, from the command line or a native window. One Rust binary, drawn by GPUI.

    Stars
    9
    7 days
    n/a
    Reddit posts, 30 days
    2
    Rust
  20. Message between Codex tasks and Claude Code sessions over local Unix sockets

    Stars
    7
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  21. The Postman for MCP.

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  22. liza-studio/skillmemRuns locallyNo key needed

    Self-improving skill memory for coding agents: learn, recall, reinforce, decay — with provenance on every memory and trust only you grant. Local SQLite, no API key, no cloud.

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    2
    Python
  23. mehmoodqureshi/chrome-mcpRuns locallyNo key needed

    Let Claude use the Chrome you're already logged into — real sessions, real cookies, no second browser. MCP server (CLI) + MV3 extension.

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  24. MCP servers for ZennoPoster and ZennoDroid: let AI agents edit automation projects, run tasks, drive browser instances and Android devices from Claude, Cursor, VS Code and other MCP clients

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    2
  25. Local MCP bridge that lets an AI assistant help build tabletop battle maps from assets you already own.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    2
    Python
  26. kjames2001/authyouragentRuns locallyNo key needed

    Auth Your Agent: let AI agents act for a person on websites, with the person's approval on their phone. Take over lets the owner drive a stuck agent's browser from their phone.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    2
    Python
  27. command shell mcp server with additional tools (e.g. for coding)

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    2
    Python
  28. The server behind openswitchboard.ai, where people find each other through their AI assistants. Wants and haves are matched anonymously, and nothing personal is shared until both people say yes.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  29. role1776/mcp-xRuns locallyNeeds a key

    MCP server exposing the X (Twitter) API v2 to LLM agents: 42 tools for posts, users, lists and media, over OAuth 1.0a. Written in Go.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    2
    Go
  30. wmmg101/kilter-mcpRuns locallyNeeds a key

    Unofficial MCP server which gives AI agents read-only access to your Kilter Board logbook

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    2
    Python
  31. Unofficial Hacker News WebMCP tools for DeepDeck Browser

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  32. Transparent MCP proxy that records agent interactions for the Lowdown reputation experiment

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    2
    TypeScript
  33. Experimental downstream execution boundary for deterministic authorization and controlled actuation from untrusted or nondeterministic producers.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    2
    Rust
  34. Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

    Stars
    1,756
    7 days
    +11
    Reddit posts, 30 days
    1
    TypeScript
  35. The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI.

    Stars
    572
    7 days
    +29
    Reddit posts, 30 days
    1
    Go
  36. Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.

    Stars
    257
    7 days
    +29
    Reddit posts, 30 days
    1
    TypeScript
  37. korovin-aa97/talkthrough-mcpRuns locallyNo key needed

    Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, speakers, and wall-clock evidence.

    Stars
    30
    7 days
    0
    Reddit posts, 30 days
    1
    Python
  38. A SDK for building MCP tools, prompts, resources, and widgets.

    Stars
    23
    7 days
    0
    Reddit posts, 30 days
    1
    TypeScript
  39. adecubed/gigamailRuns locallyNo key needed

    Mail for AI agents ( and humans). MCP server giving Claude (or any agent) safe, permission-controlled access to email (Microsoft Graph + IMAP), calendar and your knowledge files. Two-phase confirmation for sends, audit log, local index. No built-in LLM: your agent brings the intelligence.

    Stars
    10
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  40. jrullan/ducklabRuns locallyNo key needed

    Multi-LLM development harness — local-first, test-gated, honest by construction. Requirements→spec→plan→build→review→release with real verification gates; operable by humans, CLI, desktop, or other agents via MCP.

    Stars
    9
    7 days
    n/a
    Reddit posts, 30 days
    1
    Go
  41. Free, open-source MCP server for Roblox Studio. 35 tools, a console panel that runs coding agents, editor-safe script edits.

    Stars
    7
    7 days
    n/a
    Reddit posts, 30 days
    1
    Luau
  42. Model Context Protocol Servers

    Stars
    91.0k
    7 days
    +366
    Reddit posts, 30 days
    1
    TypeScript
  43. oraios/serenaRuns locallyNo key needed

    A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

    Stars
    30.1k
    7 days
    +154
    Reddit posts, 30 days
    1
    Python
  44. basicmachines-co/basic-memoryRuns locallyNo key needed

    AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

    Stars
    4,107
    7 days
    +41
    Reddit posts, 30 days
    1
    Python
  45. Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

    Stars
    766
    7 days
    +6
    Reddit posts, 30 days
    1
    TypeScript
  46. kentucky-ai/opentakeoffRuns locallyNo key needed

    Open-source (Apache-2.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. Rooms measured on the wall faces, symbol sweeps, materials + quantities with full provenance, built for preconstruction. Runs entirely in your browser.

    Stars
    161
    7 days
    +15
    Reddit posts, 30 days
    1
    TypeScript
  47. cameronrye/openzim-mcpRuns locallyNo key needed

    OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.

    Stars
    144
    7 days
    +3
    Reddit posts, 30 days
    1
    Python
  48. Centrally manage AI-agent skills, tools, context, permissions, and identity across your entire org. Self-hosted, Git-backed and MCP-native.

    Stars
    93
    7 days
    +3
    Reddit posts, 30 days
    1
    TypeScript
  49. MCP server for Indian APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC. Zero auth. Offline-first. For AI agents.

    Stars
    60
    7 days
    +2
    Reddit posts, 30 days
    1
    Python
  50. LibreOffice MCP Server — turn your open documents into tools for Claude, ChatGPT and any MCP client

    Stars
    27
    7 days
    +2
    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.