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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. ruturajs4/mcpobs
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  2. diegosouzapw/omniroute

    Never stop coding. Free MIT AI gateway: one endpoint, 359 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by hundreds of contributors

    Stars
    73.7k
    7 days
    +1,891
    Reddit posts, 30 days
    0
    TypeScript
  3. modelcontextprotocol/modelcontextprotocol

    Specification and documentation for the Model Context Protocol

    Stars
    9,398
    7 days
    +44
    Reddit posts, 30 days
    0
    TypeScript
  4. lemonade-sdk/lemonade

    Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

    Stars
    5,835
    7 days
    +26
    Reddit posts, 30 days
    0
    C++
  5. shehryarsaroya/agenttransfer

    Send any file to any agent — yours or anyone's. One drive shared by every AI you use (ChatGPT, Claude, Muse, coding agents), an address per agent, sha256-verified transfers of any size. MCP connector with OAuth; one Go binary, MIT.

    Stars
    48
    7 days
    0
    Reddit posts, 30 days
    0
    Go
  6. glama-ai/tool-definition-quality-score

    An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

    Stars
    38
    7 days
    +1
    Reddit posts, 30 days
    0
  7. hail-hq/hailHosted only

    Give your agent a real phone number and an email inbox — in minutes, not days.

    Stars
    30
    7 days
    0
    Reddit posts, 30 days
    0
    Python
  8. fayzan123/rungraph

    One command turns every agent session already on your disk into a graph: subagents, tool calls, retries, the moments you said no. Ask your agent what happened and the graph lights up the nodes it means. npx rungraph: no hooks, no setup, all local. Works with Claude Code, Codex, Hermes, opencode and Cursor.

    Stars
    25
    7 days
    0
    Reddit posts, 30 days
    0
    JavaScript
  9. emahmoudnabil/slnmap

    A local knowledge graph + MCP server that gives AI coding agents a map of your .NET codebase

    Stars
    24
    7 days
    0
    Reddit posts, 30 days
    0
    C#
  10. saravananjaichandar/world-model-mcpRuns locallyNo key needed

    world-model-mcp is a signed audit memory server for AI coding agents, delivered as an MCP tool. Every event Ed25519-signed and Merkle-chained; offline-verifiable against pinned public keys. Hosted platform with hybrid post-quantum signing at etch.systems.

    Stars
    22
    7 days
    0
    Reddit posts, 30 days
    0
    Python
  11. patchloom/patchloomRuns locallyNo key needed

    Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a generic filesystem MCP.

    Stars
    18
    7 days
    0
    Reddit posts, 30 days
    0
    Rust
  12. berkkilicoglu/google-health-fitbit-mcpRuns locallyNo key needed

    Connect your Fitbit / Pixel Watch data to any AI assistant via MCP. Read-only MCP server for the Google Health API. Your health data → any AI assistant, tokens never leave your machine.

    Stars
    17
    7 days
    +1
    Reddit posts, 30 days
    0
    TypeScript
  13. yamanahlawat/banshee

    Give your AI coding agent a voice: it speaks its decisions and questions, you answer by talking, and it can change your desktop. Local by default.

    Stars
    16
    7 days
    +1
    Reddit posts, 30 days
    0
    Rust
  14. blitzcrieg1/agentmetry

    Local-first flight recorder for AI coding agents. Hash-chained audit trail, MITRE-mapped sequence detection, DLP. Forwards to the SIEM you already run.

    Stars
    10
    7 days
    0
    Reddit posts, 30 days
    0
    Python
  15. kars32/roblox-studio-mcp-fix
    Stars
    8
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  16. ouestcharlie/ouestcharlie-woofRuns locallyNo key needed

    Woof is the main agent of Où est Charlie, a modern photo gallery based on MCP and decentralized database

    Stars
    8
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  17. thefox666/mduct

    CLI for Model Context Protocol (MCP) servers. Pipe, script and automate MCP tools from the Unix shell, and keep their tool schemas out of your LLM context.

    Stars
    6
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  18. jang-woo-annasoft/execution-state-preflight

    Move both the checklist and the verdict outside the model. Slot-based preconditions for irreversible tool calls — execution reads a verdict record, never a conditional.

    Stars
    5
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  19. nisargpatel1906/aethos_memory

    Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.

    Stars
    5
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  20. ieranama/discomcp

    Teach any AI agent how you use an MCP server – Soft-Landing to your AI integrations

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  21. slp-dev1/qwen-dap-mcpRuns locallyNo key needed

    Autonomous native crash debugging for Qwen Code via DAP → MCP. CodeLLDB, crash dumps, runtime evidence and agentic verification.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  22. anhadlamba30/librejyotish

    Free and open-source MCP server for Vedic Astrology that acts as a deterministic astronomical calculator for LLMs — natal charts, dashas, panchang, and more, computed with Swiss Ephemeris.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  23. mcpip-security/mcpip
    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  24. yuvitbatra/xelian

    Local-first runtime and registry for AI agents, MCP servers, and AI tooling.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  25. tooljet/tooljet

    Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents. Build visually, from a prompt, or from Claude Code, Codex and Cursor over MCP 🚀

    Stars
    41.0k
    7 days
    +27
    Reddit posts, 30 days
    0
    JavaScript
  26. mcp-use/mcp-use

    The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

    Stars
    10.7k
    7 days
    +20
    Reddit posts, 30 days
    0
    TypeScript
  27. mutonby/openshortsHosted only

    Open source AI clip generator: turns long videos into viral 9:16 shorts with AI moment detection, face tracking, subtitles and dubbing. Self-host free with Docker (MIT), or use the cloud with GPU speed from $12/mo. MCP server and API for AI agents.

    Stars
    6,208
    7 days
    +352
    Reddit posts, 30 days
    0
    Python
  28. knockoutez/wigoloRuns locallyNeeds a key

    The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

    Stars
    5,445
    7 days
    +10
    Reddit posts, 30 days
    0
    TypeScript
  29. archestra-ai/archestra

    Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

    Stars
    4,347
    7 days
    +17
    Reddit posts, 30 days
    0
    TypeScript
  30. hashgraph-online/hol-guardRuns locallyNo key needed

    Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

    Stars
    795
    7 days
    +111
    Reddit posts, 30 days
    0
    Python
  31. ronak-create/fablecutRuns locallyNo key needed

    Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI

    Stars
    702
    7 days
    +5
    Reddit posts, 30 days
    0
    JavaScript
  32. tura-ai/tura

    Build agent that uses 80% less token and delivers better results.

    Stars
    653
    7 days
    +7
    Reddit posts, 30 days
    0
    Rust
  33. samvallad33/vestigeRuns locallyNo key needed

    Local deterministic memory and safety kernel for AI agents. Replaces vector RAG with STRATA, a cryptographically signed, append-only ledger, so every agent state carries proof. Uses causal_walk engine to trace execution failures back to their root cause, and Operator Lite to block destructive terminal terminal commands before they ever run

    Stars
    645
    7 days
    +1
    Reddit posts, 30 days
    0
    Rust
  34. anthropics/claude-ai-mcp

    Report issues related to MCP integration with Claude here.

    Stars
    500
    7 days
    +9
    Reddit posts, 30 days
    0
  35. ratel-ai/ratel

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    Stars
    468
    7 days
    +6
    Reddit posts, 30 days
    0
    Rust
  36. micro/muHosted only

    The runtime for Micro, an open personal assistant

    Stars
    436
    7 days
    -1
    Reddit posts, 30 days
    0
    Go
  37. ghost-in-the-droid/android-agentRuns locallyNo key needed

    Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 MCP tools, Python skills, a Vue dashboard, and swappable local or cloud LLMs

    Stars
    377
    7 days
    +5
    Reddit posts, 30 days
    0
    Python
  38. algonorhythm/flare

    The graph based agentic IDE

    Stars
    311
    7 days
    0
    Reddit posts, 30 days
    0
    TypeScript
  39. dondai44423/bladebro

    A Fully free agentic browser driver for AI , few tools, full control, real stealth, top-tier token efficiency.

    Stars
    301
    7 days
    +15
    Reddit posts, 30 days
    0
    Rust
  40. harimxchoi/google-surf-mcpRuns locallyNo key needed

    Turn Google Search, Papers, and Codebases into an Automatic Local Knowledge Graph for AI Agents.

    Stars
    291
    7 days
    0
    Reddit posts, 30 days
    0
    TypeScript
  41. mldsveda/pyscrappyRuns locallyNo key needed

    Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-fingerprint stealth to bypass anti-bot filters, CSS/XPath parsing, and 24 built-in scrapers, clean, structured, LLM-ready data from any URL.

    Stars
    260
    7 days
    0
    Reddit posts, 30 days
    0
    Python
  42. artymclabin/gmail-mcp-serverRuns locallyNo key needed

    A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.

    Stars
    245
    7 days
    0
    Reddit posts, 30 days
    0
    TypeScript
  43. render-oss/render-mcp-server

    The Official Render MCP Server

    Stars
    176
    7 days
    +2
    Reddit posts, 30 days
    0
    Go
  44. spring-ai-community/spring-ai-playground

    Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-in-the-loop approval, and built-in observability. Cross-platform desktop app powered by Spring AI.

    Stars
    143
    7 days
    0
    Reddit posts, 30 days
    0
    Java
  45. manavmishra/zeroslopHosted only

    Open-source Agent Skill that finds and removes AI slop from your writing

    Stars
    132
    7 days
    +7
    Reddit posts, 30 days
    0
    Python
  46. jasoncolapietro/suede-creator-skillsRuns locallyNo key needed

    Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, and business operations. Reusable workflows for Claude Code and Codex, plus code review, app delivery, and creator tools.

    Stars
    127
    7 days
    +1
    Reddit posts, 30 days
    0
    JavaScript
  47. hongnoul/hwatuRuns locallyNo key needed

    Headless verification browser for AI coding agents: 35 ms one-call checks, pixel diffs, live human hand-off

    Stars
    115
    7 days
    +1
    Reddit posts, 30 days
    0
    Rust
  48. githits-com/githits-cliRuns locallyNo key needed

    CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents

    Stars
    114
    7 days
    +1
    Reddit posts, 30 days
    0
    TypeScript
  49. goldziher/basemind

    Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.

    Stars
    106
    7 days
    +4
    Reddit posts, 30 days
    0
    Rust
  50. os-factory/har

    HAR: open agent harness (CLI + MCP) for coding agents. Isolated worktrees, deterministic verify, software factory workflows for Claude Code, Cursor, and Codex.

    Stars
    98
    7 days
    0
    Reddit posts, 30 days
    0
    TypeScript

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.