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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. asaraog/mcp-cricketHosted only

    MCP server for cricket: calibrated win-probability model, 22k-match ball-by-ball archive, career and matchup records, live scores. No API key required.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Go
  2. atul121001/mcpload

    AI-agent load & soak testing for MCP servers: parallel tool calls, capacity, leaks, restarts and rolling deploys, with per-tool PASS/FAIL in CI.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Go
  3. bikramjitchawla/mutual-fund-mcp

    MCP server for Indian mutual fund NAV data, deterministic analytics, and fund comparisons.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  4. captureze/mcp
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  5. coder27/mcp-provenance-proxy

    Transparent tamper-evident provenance proxy for MCP stdio servers — records tool calls and detects tool contract drift ('MCP rug pulls')

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  6. datavidence/datavidence-financials-mcpRuns locallyNo key needed

    Open-source Model Context Protocol (MCP) server for the Datavidence Financials API. Gives LLM agents normalized US-GAAP financial statements from SEC EDGAR - income statement, balance sheet, cash flow - with point-in-time (as-reported) figures and per-value SEC source provenance for citation.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  7. dominikduda/savage_mcp

    Local MCP server for controlling Savage Scraper from MCP-compatible clients.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    JavaScript
  8. dorigjo/besa

    Cryptographic admission and evidence for consequential AI-agent actions.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  9. freema/drobek-plugin

    Vibe coding plugin for Claude Code, Codex and Cursor: your agent builds, previews and publishes web apps on drobek over MCP.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    JavaScript
  10. gigatypeaura/memecorp-mcpRuns locallyNo key needed
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  11. hahahahahahahahah6/browser-buddyRuns locallyNo key needed

    Let your coding agent read your real, logged-in Chrome: MV3 extension + native host + MCP server (read_active_tab, open_and_read_url). Zero dependencies, MIT.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  12. hajnalben/web3-tools-mcp

    MCP server for blockchain interactions using viem, etherscan and hypersync.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  13. hashfunction-dev/datasocial-mcpHosted only
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
  14. ianewsfr-a11y/ergoniaHosted only

    Ergonia Works: verifiable work for AI agents. Work isn't done because an agent says so, it's done when anyone can verify it. Every task carries an acceptance condition a stranger can execute.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  15. jinjin-huang-3366/mcp-compass

    Developer tool for discovering and ranking MCP servers from natural-language capability requirements

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Java
  16. juangh123/agentwarden

    Security gate, integrity lock, and provenance SBOM for AI Agent Skills and MCP tools

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  17. kartha2125/first-rate5-mcp

    A Model Context Protocol (MCP) server providing AI assistants with tools to parse, analyze, and automate FirstRate5 NatHERS home energy rating data.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  18. kumard3/agentcursor

    Computer use that reads Mac windows as text instead of screenshots: ~9 tokens to click by label, not 600 to 1,200. An MCP server that drives any Mac app or browser tab with a visible, human-like cursor. Local, MIT.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  19. kumbuka-ai/cimd-proxy

    An OAuth 2.1 authorization server that speaks Client ID Metadata Documents outward and federates to an existing OIDC provider (e.g. Keycloak) inward, so MCP clients connect by URL alone. It never issues, verifies, parses or signs a token.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  20. mappedsky/elicitationtestermcp

    An MCP for testing client elicitation

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Go
  21. mariner10/carter-mcp
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  22. mcpsmiths/tracehub-mcpRuns locallyNo key needed

    MCP server for querying OpenTelemetry traces across multiple observability backends (Jaeger, Tempo, Traceloop, Datadog, and more) for LLM application debugging. Fork of traceloop/opentelemetry-mcp-server.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  23. meabs/webmcpresilience

    Deterministic resilience testing for WebMCP web apps.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  24. meldh-llc/codex-history-mcp-bridge

    Read-only MCP bridge for reconstructing local Codex project history in ChatGPT.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  25. memokar/brainyHosted only

    Shared brain for your AI agents: self-hosted knowledge + task backbone for Claude, ChatGPT & any MCP client. Git-versioned Markdown, atomic task claims, ACL, audit. Zero dependencies.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  26. mrdevpatmase/mcpify

    MCPify — converts any AI agent URL, REST API, GraphQL, or OpenAPI spec into a Model Context Protocol (MCP) server. Built by Aikart.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  27. muad-yasin/the-high-council-mcpRuns locallyNo key needed

    Plan your projects with The High Council - multi model debate mechanism. Mainly for Software Engineering, released as an MCP server. Bring your own API keys. Open source now, my dear.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    JavaScript
  28. nitayneeman/claude-connectors-vs-mcp-vs-skills-vs-plugins-example
    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
  29. rechtssysteem-ai/rechtssysteem-mcpHosted only

    Eerlijke Nederlandse rechtspraak-laag voor AI-agents (MCP). Open-core client; model en lekkage-knip draaien op de servers van Rechtssysteem.ai.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  30. regan-milne/obsideo-mcpRuns locallyNo key needed

    MCP server for Obsideo: encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve signup, runs on your machine.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  31. robinlidberg-dot/cap-shield-mcpRuns locallyNo key needed

    Context selection and compression for AI agents — with the recall measured, not claimed. One file, no dependencies.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Python
  32. rohirik/synapse-mcp

    Tenant-isolated TypeScript MCP gateway: stdio upstream, authenticated SSE downstreams, and Bun tooling.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  33. sharimali/discp

    The feature-complete Discord MCP Server for AI assistants (Claude, Cursor, Antigravity, OpenCode). 117 native tools, dual user/bot account support, anti-abuse human pacing, dynamic symbol search.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    TypeScript
  34. theodornengoy/turnfeed-mcp-example

    Read fictional social threads through MCP using Turnfeed's native-text presentation code.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    JavaScript
  35. underpass-ai/kmpRuns locallyNo key needed

    KMP (Kernel Memory Protocol) — temporal, multidimensional, auditable AI agent memory.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Rust
  36. yerinsabraham/trackline

    Watches whether an AI agent is still doing what you asked. Runs beside Claude Code, Codex and Cursor, checks production agent traces, and gates CI on eval regressions. One vendor-neutral engine.

    Stars
    0
    7 days
    n/a
    Reddit posts, 30 days
    1
    Go
  37. nanonets/graft

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

    Stars
    9,645
    7 days
    +200
    Reddit posts, 30 days
    0
    TypeScript
  38. xberg-io/xberg

    Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

    Stars
    9,381
    7 days
    +21
    Reddit posts, 30 days
    0
    Rust
  39. huangchihhungleo/claude-real-videoRuns locallyNo key needed

    Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.

    Stars
    2,204
    7 days
    +12
    Reddit posts, 30 days
    0
    Python
  40. danielealbano/android-remote-control-mcp

    An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.

    Stars
    685
    7 days
    +10
    Reddit posts, 30 days
    0
    Kotlin
  41. geanatz/curion

    Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP clients.

    Stars
    33
    7 days
    0
    Reddit posts, 30 days
    0
    TypeScript
  42. repowise-dev/repowiseRuns locallyNo key needed

    Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

    Stars
    7,173
    7 days
    +59
    Reddit posts, 30 days
    0
    Python
  43. alex-durango/pingfusi

    MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved.

    Stars
    123
    7 days
    +3
    Reddit posts, 30 days
    0
    JavaScript
  44. alpic-ai/skybridge

    Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

    Stars
    2,145
    7 days
    +36
    Reddit posts, 30 days
    0
    TypeScript
  45. dondai1234/master-fetch

    MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

    Stars
    888
    7 days
    +5
    Reddit posts, 30 days
    0
    Python
  46. manojmallick/sigmap

    ~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server

    Stars
    644
    7 days
    +2
    Reddit posts, 30 days
    0
    JavaScript
  47. tsouth89/toolport

    Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

    Stars
    222
    7 days
    -1
    Reddit posts, 30 days
    0
    Rust
  48. role1776/mcp-retrievalRuns locallyNo key needed

    Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.

    Stars
    14
    7 days
    +1
    Reddit posts, 30 days
    0
    Go
  49. ravishu5/second-brain-mcp
    Stars
    5
    7 days
    n/a
    Reddit posts, 30 days
    0
    Python
  50. pederzh/mcpbeer

    Like the viral iBeer app at the beginning of the mobile era, this is the MCP version.

    Stars
    0
    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 2026-10-07, 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.