llamaperf
Submit

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. dreablin/mcp_agent_training
    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  2. fi-mihej/codebase-agent-mcp

    A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a local or inexpensive OpenAI-compatible LLM. Drastically reduces token usage and context size for coding agents on the top-tier LLM.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  3. fino-wind/vaultbeat-mcpRuns locallyNo key needed

    Apple Health MCP server for Claude Code & Claude Desktop — your AI agent reads your end-to-end-encrypted HealthKit data (sleep, HRV, cycle, weight, workouts), decrypted only on your machine.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  4. flujo-app/mcp-cad-studioRuns locallyNo key needed

    Self-contained parametric CAD studio MCP server with an interactive MCP App, stdio and HTTPS transports, and bundled WebAssembly geometry.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  5. getrephonic/rephonic-mcpHosted only

    Give AI agents and LLMs access to the Rephonic API.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  6. gridproof/gridproofRuns locallyNo key needed

    Spacing & grid QA for AI-generated UIs, in the agent loop. MCP server that audits computed geometry and returns fix hints.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  7. hasarahman/dephealth-mcp

    Dependency security & health auditing for AI agents — MCP server, no account, no API key. OSV.dev + deps.dev.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  8. kushagraagarwal525/webmcp-dj

    BananaLabs 🍌

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  9. marcoslozina/mcp-audit

    Open-source security scanner for MCP servers — catches hidden Unicode payloads, rug-pulls, and hardcoded secrets

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  10. mikesplore/vela-mcp

    Multi-tenant MCP server that lets AI clients control Vela remote systems through secure tools and relay connections

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  11. nattentia/cueprecise

    CuePrecise — Analyze an hour-long YouTube video sentence by sentence in three minutes, and extract the information you need from the screen. Open-source MCP server for AI clients.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  12. neeeophytee/mcp-stateless-conformance

    Machine-checked conformance of public MCP servers against the 2026-07-28 stateless spec

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  13. neuroforge-io/rkc

    Compile folders, repositories and docs into a searchable, cited atlas for people, code and agents. Local GUI, CLI, HTTP and MCP.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Go
  14. numbererikson/shinobiRuns locallyNo key needed

    Task spine + dead-end search + approvals for AI coding agents. Past dead ends are semantically searched before your agent writes code. One brain across every device — self-host or remote.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  15. oguzhankrcb/hostshift

    Ubuntu and Debian server migrations with a Go CLI, Codex integration, and real migration matrix testing.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Go
  16. paichart/paichartHosted only

    AI-native service orchestration platform. Discover MCP services by capability, chain multi-service-workflows at runtime, and authenticate per-user via JWKS/External OAuth.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  17. phillipmex/yt-outlier-mcp
    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  18. portablemind-ai/silolink

    MCP server bridging Claude Code sessions on remote machines to Portablemind conversations. Public source mirror of @dsiloed/silo-link.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  19. ramen-ai-dev/ramen-ai-integrations

    Pre-execution semantic firewall for AI agents. Signed policy verdicts, BYOK, zero-trust receipts.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  20. robertn702/webmcp-todayRuns locallyNo key needed

    Community registry of WebMCP packages for sites that have not implemented WebMCP.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  21. rohityajee8076/backburnerRuns locallyNo key needed

    MCP server for background tasks — let AI agents start long jobs, keep working, and collect results later

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  22. senor14/mcp-java-testkit

    Conformance, contract, and regression testing toolkit for MCP (Model Context Protocol) servers on the JVM — JUnit 5 extension, snapshot testing, token-budget CI gates

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Java
  23. seunghyukchoe/copper-mcp

    Local-first PCB automation for KiCad with safe MCP tools and deterministic autorouting research.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  24. tsouth89/toolport-mcp-servers

    Full-API MCP servers generated from official OpenAPI specs: Stripe (587 tools), Vercel (333), Clerk (224). One npx command, intent-friendly tool names. Run standalone or behind Toolport.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  25. usestring/string-ai-mcpRuns locallyNeeds a key

    Model Context Protocol server for the Web Access API.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  26. veronchenko/engram-memory

    MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.

    Stars
    2
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  27. a10102010/north7-agent-apiHosted only

    Financial intelligence API for autonomous AI agents. Real-time trading signals, risk assessment, regime detection, and supply chain risk analysis.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  28. aking-beep/mcp-conformance-scanner

    Free MCP Conformance Scanner — grade any MCP server on protocol compliance, security, and multi-model compatibility (ARC Labs).

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  29. apegurus/web3agentRuns locallyNo key needed
    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  30. asume21/webearRuns locallyNeeds a key

    Give AI assistants ears: capture and analyze live Web Audio API output from any running web app

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  31. atakanelik34/bilincRuns locallyNeeds a key

    Hosted memory for AI agents: commit, recall, revise, snapshot and roll back agent state with provenance. Python SDK, CLI and MCP server. Free, no card required.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  32. ayoola-tech2024/fixmcp

    Diagnose & fix MCP server failures across Claude Code, Cursor, VS Code, opencode & Codex — real JSON-RPC handshakes, exact error causes. npx fixmcp

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  33. bilus/mcpconsole

    Embeddable, schema-driven web MCP server console in one line of Go code.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  34. blacksuan19/h1b-mcp

    Live H-1B sponsorship checks for codex, claude code and other MCP-compatible agents.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  35. brianmcd47/servicenow-claude-mcp-bridge

    Two-way agentic integration between ServiceNow and Claude over MCP, with a dashboard that replays the agent's reasoning step by step.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  36. carsor007/mcpcloud

    Self-hosted MCP gateway — expose any Python function as an MCP tool. Deploy to AWS in one click.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  37. decrec-io/decrec-pluginHosted only

    Agent Plugin for DecRec: skill plus MCP. Record and recall decisions from Claude, ChatGPT, Cursor, VS Code, Kiro, and more.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
  38. devfrp/mcp-garmin-for-ia
    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  39. devzinh/sessionbridge

    Human-in-the-loop browser sessions for MCP clients using Playwright and Chrome DevTools Protocol.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  40. drjonesxxx1/mcp-gateway-nexus
    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  41. flujo-app/mcp-audio-studio-mcpappRuns locallyNo key needed

    An interactive MCP Apps digital audio workstation with sequencing, mixing, effects, automation, plugin slots, and WAV rendering.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  42. flujo-app/mcp-vscode-mcpappRuns locallyNo key needed

    Self-hosted VS Code workbench embedded as an interactive MCP App, with stdio and HTTPS transports.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  43. girmmy/google-tasks-mcp-serverRuns locallyNo key needed

    MCP server for Google Tasks: full read/write access to your task lists and tasks (create, update, complete, delete, move, real due dates) from Claude Desktop, Claude Code, Codex, Cursor, or any MCP client. TypeScript, local OAuth, no third-party backend.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  44. guilhermepantoja789/ankini

    An Anki MCP Server standing on docker and usable via LAN, VPN or Cloudflare tunnel

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  45. hitesh1326/promoteops

    An MCP server that compares AWS CloudFormation stacks across separate environment accounts, for example Development, Test, and Production, and promotes changes between them only after a plan has been reviewed and approved.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  46. htunaa/cook4fun-mcp

    MCP server that lets any MCP agent launch and trade coins on cook4.fun (Robinhood Chain).

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  47. jarmstrong158/context-keeperRuns locallyNo key needed

    MCP server that maintains project memory across Claude conversations — records decisions, pipelines, and constraints in human-editable JSON. Zero dependencies.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  48. jaumerohi2007-cell/mcp-shield

    Local firewall for AI agents — intercepts MCP tool calls in real time so you can approve, deny, or edit dangerous actions before they run

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    JavaScript
  49. jayofemi/shikamaruRuns locallyNo key needed

    Provably correct day-count and accrued-interest calculations TypeScript library and MCP server.

    Stars
    1
    7 days
    n/a
    Reddit posts, 30 days
    0
    TypeScript
  50. jtmchorse/tokensmith

    MCP server that makes coding agents design-system-aware — resolve design tokens (DTCG) over MCP instead of guessing hex values.

    Stars
    1
    7 days
    n/a
    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 2026-10-08, 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.