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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 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. 857 servers.

  1. mshanghai570/blackbox-mcp

    Configurable AI agent orchestration, delegation, memory, and project context through MCP.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  2. neal006/mcptail

    See what your AI agent is actually doing. Passive traffic capture, token cost & replay for MCP servers — one command.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  3. theanshsonkar/emfirgeRuns locallyNo key needed

    The Git branch for your cloud. Give your AI a read only map of AWS. Trace attack paths, test a security fix on a cloned graph, and see the result before touching production.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  4. tinhien11/tdai-memory-mcpRuns locallyNo key neededarchived

    RENAMED → remem-mcp. Long-term memory MCP server for AI coding agents. Go to github.com/tinhien11/remem-mcp

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  5. web3wikis/toolpoison

    Security scanner for MCP servers. Detects tool poisoning, prompt injection hidden in tool descriptions, leaked API keys, and supply-chain risk across Claude, Cursor, VS Code, Windsurf and Zed configs. One command, no API key.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  6. yongjip/mergetrainRuns locallyNo key needed

    Queue committed branches from parallel coding-agent worktrees, test them together in order, keep integration pushes human-gated, and recover interrupted pushes.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  7. zachlikefolio/tunnel-mcpRuns locallyNo key needed

    Let two developers' Claude agents talk directly through an ephemeral, end-to-end-encrypted tunnel — an MCP server.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  8. zanni098/ducktap

    Tape any API to your agent in one command. CLI factory for AI agents — prints Python CLIs, MCP servers, and skills from any OpenAPI spec, HAR file, or website.

    Stars
    4
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  9. adrex-ai/adrex-aiRuns locallyNeeds a key

    Open-source MCP server to manage Google Ads from Claude, Cursor, VS Code, or any AI assistant — 54 tools for campaigns, reporting, keywords & targeting. Meta Ads coming soon.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  10. ahmetem/proxmox-mcp-suite
    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
  11. aj604/agentic-atlas-plugin

    Agentic Atlas — field-tested patterns for designing agent systems, readable by people and consultable by agents over MCP.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
  12. ayush-yadav11/pocketrag

    Single-binary local RAG MCP server in Rust — MiniLM compiled in, hybrid BM25+dense, zero runtime downloads

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  13. canopii-dev/canopii-cli

    Security score for every MCP server

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  14. changkeunj/australian-law-mcpRuns locallyNo key needed

    MCP server for the Federal Register of Legislation: search Australian Commonwealth law, read it as it stood on any date, and check citations against the official register

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  15. crlome/runar-forge

    Persistent, semantically-searchable memory and a symbol-level code graph for AI coding agents. One static Rust binary — SQLite or PostgreSQL, MCP-compatible.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  16. dhanababum/agent-sandbox-os

    Easy, fast, isolated microVM sandboxes for AI agents and untrusted code on AWS Lambda MicroVMs — Python SDK, asb CLI, and MCP server.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  17. dror-bengal/mcp-anythingRuns locallyNo key needed

    One MCP server that can discover and call (almost) any MCP server - meta-MCP gateway over the MCP registries

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  18. flujo-app/mcp-sandbox-computer-vm-for-aiRuns locallyNo key needed

    Named Docker and Fly Machine sandbox computers with an MCP App dashboard for AI agents.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  19. flujo-app/mcp-virtual-computerRuns locallyNo key needed

    3D-rendered virtual computer (docker/fly.io) with MCP App

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    HTML
  20. haandol/alps-writer-plugins

    PRD Writer MCP Server

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  21. hrithiknl17/mcpwatch
    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  22. jardenberg/verifiable-mcp
    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  23. julianpoleszczuk/office-mcp

    MCP server that lets Claude control open PowerPoint, Excel and Word on Windows through COM automation

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  24. kaihendry/mcphints

    Given an MCP server, shows the declared ToolAnnotations for security assessments

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Go
  25. mappedsky/depsdevmcp

    MCP for deps dev

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Go
  26. mikesplore/vela-ecosystem

    Distributed remote desktop platform: Vela (Linux agent), velavps (multitenant relay + tunnel), vela-mcp (AI tool bridge), vela-android (mobile control plane). Unified docs, integration contracts, and local dev orchestration for the complete ecosystem.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
  27. nickdesi/ffbb-mcp-server

    🏀 Serveur MCP FFBB — Accédez aux données officielles de l'API FFBB (clubs, classements, calendriers, scores live) depuis Claude, Cursor, Copilot et ChatGPT.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  28. nikicat/mcp-wallet-signerRuns locallyNo key needed

    ⚠️ Superseded by nikicat/browser-web3-signer — MCP server that routes blockchain transactions to browser wallets for signing

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  29. our16/coterm

    CoTerm isn't another terminal emulator. It's a programmable shared terminal session runtime for Humans, AI Agents, and MCP tools. （CoTerm 不是又一个终端模拟器，而是面向人类、AI Agent 和 MCP 工具的可编程共享终端会话运行时。）

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  30. paaloeye/jsonrpc-stdio-proxy

    Transparent JSON-RPC stdio proxy to Apple Unified Logging

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  31. promptwheel-ai/logbookRuns locallyNo key needed

    Turn Git history into memory AI coding agents can use.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  32. quality-max/qmax-mcpRuns locallyNo key needed

    Standalone MCP tools for browser scanning, page inspection, and Playwright reproduction. Local workflow with no QualityMax account required.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  33. sd2k/mcp-tokens

    Analyze token usage of MCP servers

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  34. spliffspliff70-wq/memstore

    Durable, private memory for AI agents. Fully offline MCP memory layer: LMDB + Tantivy/BM25, no models, no cloud. Ships with full source - audit it, extend it, make it yours.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
  35. vishalhabib99/mcp-doctor

    Static audit of MCP servers for what breaks an agent calling them. Part of a 3-tool QA suite: mcp-trust-check runs all three. Catches missing descriptions, undocumented params, unhandled errors, contradictory safety annotations. No install needed: open an issue with a server's repo URL and a bot replies with the report.

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  36. wklee610/litellm-mcp

    MCP server for LiteLLM

    Stars
    3
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  37. 8crsk/mcp-codemod

    Codemod that migrates MCP Python SDK v1 code to v2 (2026-07-28 spec). TypeScript and Go have one; Python didn't.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  38. agent-hellboy/mcpfz-probe
    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Rust
  39. aka-kika/unity-super-mcp

    One MCP server for Unity Gaming Services LiveOps, build-size analysis, and store compliance. 15 tools.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  40. alfaz/mcp-pro

    The smart cache for MCP tool calls. Observe -> Report -> Cache.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  41. aliengineering-byte/resilireplayRuns locallyNo key needed

    Reliability testing for MCP servers: deterministic faults, bounded recovery, and executable regressions.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  42. arnavranjan005/mcp-telemetryRuns locallyNo key needed

    Socket.IO-style telemetry for MCP servers — live progress from any tool call, watched by any MCP client.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  43. athakur3/mcp-context-cost

    Measure what your MCP servers cost you in context tokens — audit your own config, diff a change, gate it in CI

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  44. authoritt/aethra

    One platform to deploy, route, certify, monitor and operate your infrastructure — with an embedded MCP server so your agent can run it. Replaces Coolify + Traefik + Uptime Kuma + Beszel. .NET 10, Next.js 16, Postgres, YARP.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    C#
  45. brianmcd47/agentcensus

    Read-only scanner that inventories AI agents, tools, and credentials already running on platforms you operate (ServiceNow today), maps their dependencies, and flags what's ungoverned before you try to govern any of it.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  46. chanshawoh/imageforge-mcp

    A lightweight TypeScript MCP server for generating and editing images with `gpt-image-2` through the OpenAI Images API.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  47. clq-sh/clq

    TypeScript-native, Zod-native framework for building MCP (Model Context Protocol) servers type-safe tools, built-in secret scanning, and a disclosed security audit trail. Scaffold, validate, and ship AI agent tools without hand-rolling JSON-RPC.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  48. coretez/mcp_analysis
    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  49. corpusiq/runbook-spec

    runbook.v1 - governed, versioned, auditable workflow execution for MCP. Deterministic at the host boundary, free reasoning between checkpoints.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  50. davidfesteban/apple-mcp-calnot

    Apple MCP server syncing with Notes and Calendar

    Stars
    2
    7 days
    n/a
    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.