Trending MCP Servers
Servers with the biggest quality score improvements over the last 9 days.
| # | Server | Change | Score | Tier |
|---|---|---|---|---|
| 1 |
tjamescouch/gro
LLM agent runtime with paged virtual memory and spatial context awareness |
+19 | 43 | Emerging |
| 2 |
velvetmonkey/flywheel-memory
MCP server — 51 tools for Obsidian vaults. Graph intelligence, safe writes,... |
+18 | 54 | Established |
| 3 |
GDWN-BLDR/stateweave
Cross-framework cognitive state serializer for AI agents. Your agent... |
+18 | 55 | Established |
| 4 |
kychee-com/run402-mcp
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static... |
+18 | 42 | Emerging |
| 5 |
n24q02m/better-telegram-mcp
MCP server for Telegram (Bot API + MTProto) - composite tools optimized for AI agents |
+17 | 52 | Established |
| 6 |
kristofer84/mcp-postgres
MCP server that provides PostgreSQL database access and operations |
+17 | 38 | Emerging |
| 7 |
PrinceGabriel-lgtm/freshcontext-mcp
Timestamped web intelligence for AI agents. MCP server with guaranteed... |
+17 | 44 | Emerging |
| 8 |
purmemo-ai/purmemo-mcp
MCP server for pūrmemo — AI conversation memory that works everywhere. Save... |
+17 | 53 | Established |
| 9 |
AIWerk/openclaw-mcp-bridge
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool |
+17 | 41 | Emerging |
| 10 |
bookedsolidtech/helixir
MCP server that gives AI coding agents deep knowledge of any web component... |
+17 | 40 | Emerging |
| 11 |
kychee-com/run402
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static... |
+17 | 53 | Established |
| 12 |
cyqlelabs/smrti
Memory engine that gives AI agents the ability to remember, forget, and... |
+17 | 40 | Emerging |
| 13 |
PrefectHQ/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients. |
+17 | 94 | Verified |
| 14 |
j0hanz/filesystem-mcp
A local filesystem MCP server that lets LLMs and AI agents read, write,... |
+17 | 45 | Emerging |
| 15 |
21st-dev/magic-mcp
It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server... |
+17 | 65 | Established |
| 16 |
Tuteliq/mcp
MCP server with 41 AI-powered tools for child safety, fraud detection, and... |
+17 | 40 | Emerging |
| 17 |
n24q02m/mnemo-mcp
Persistent AI memory with hybrid search and embedded sync - open, free, unlimited |
+17 | 52 | Established |
| 18 |
dorukardahan/twitterapi-io-mcp
TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude... |
+17 | 53 | Established |
| 19 |
blofin/blofin-mcp
A Model Context Protocol (MCP) server for the BloFin exchange API. Provides... |
+16 | 53 | Established |
| 20 |
0nork/0nMCP
Universal AI API Orchestrator — 535 tools, 26 services, 13 categories, zero... |
+16 | 52 | Established |
| 21 |
Bpolat0/atlasmemory
Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28... |
+16 | 51 | Established |
| 22 |
Michael-Obele/docshark
DocShark is a powerful MCP server buit with TMCP, designed to scrape, index,... |
+16 | 39 | Emerging |
| 23 |
fabkho/nuxt-i18n-mcp
MCP server for managing i18n translation files in Nuxt projects |
+16 | 41 | Emerging |
| 24 |
bhvbhushan/codeledger
Claude Code plugin for token-level cost intelligence — per-project,... |
+16 | 39 | Emerging |
| 25 |
microsoft/mcp
Catalog of official Microsoft MCP (Model Context Protocol) server... |
+16 | 92 | Verified |
| 26 |
kyo504/krx-cli
CLI & MCP server for KRX (Korea Exchange) Open API — Korean stock market... |
+16 | 39 | Emerging |
| 27 |
delta-and-beta/electron-dev-bridge
Turn your Electron app's IPC handlers into MCP tools for Claude Code |
+16 | 39 | Emerging |
| 28 |
TimesAndPlaces/mcp-preflight
Local static scanner for MCP setup, config, prompts, and workflow trust. |
+16 | 39 | Emerging |
| 29 |
nks-hub/rybbit-mcp
MCP server for Rybbit Analytics - query statistics, errors, users, sessions,... |
+16 | 40 | Emerging |
| 30 |
codeurali/mcp-dataverse
MCP server for Microsoft Dataverse Web API — 51 tools for AI agents (query,... |
+16 | 52 | Established |
| 31 |
Skye-flyhigh/mnemo-mcp
A portable cognitive memory for AI agents. An MCP server with semantic... |
+16 | 39 | Emerging |
| 32 |
littlebearapps/outlook-assistant
MCP server for Outlook email, calendar, and contacts — let your AI assistant... |
+16 | 55 | Established |
| 33 |
F0rty-Tw0/agentic-mcp
Config-driven MCP server that wraps any agentic CLI tool |
+16 | 40 | Emerging |
| 34 |
0x-Professor/Stitch-mcp-server
The Stitch MCP Server bridges your AI coding assistant with Google's Stitch... |
+16 | 39 | Emerging |
| 35 |
Wolfe-Jam/gemini-faf-mcp
Google Cloud Function for FAF (Foundational AI-context Format) integration... |
+16 | 31 | Emerging |
| 36 |
tasopen/mcp-alphabanana
A local MCP server for generating image assets using Google Gemini AI (Nano... |
+16 | 52 | Established |
| 37 |
Samik081/mcp-authentik
Manage Authentik through AI assistants |
+16 | 39 | Emerging |
| 38 |
suryast/indonesia-civic-stack
🇮🇩 Python SDK + 40 MCP tools for 11 Indonesian government data portals. One... |
+16 | 51 | Established |
| 39 |
arcadia-finance/mcp-server
MCP server for Arcadia Finance. Manage concentrated liquidity positions with... |
+16 | 52 | Established |
| 40 |
calintzy/evmscope
EVM blockchain intelligence toolkit for AI agents — 23 MCP tools across 7... |
+16 | 52 | Established |
| 41 |
ksachdeva/mitre-emb3d
MITRE EMB3D CLI, TUI & MCP Server |
+16 | 39 | Emerging |
| 42 |
teehooai/spidershield
Scan, rate, and harden MCP servers for AI agent safety |
+16 | 39 | Emerging |
| 43 |
outxai/outx-mcp-server
MCP server for OutX — connect AI agents to LinkedIn social listening & data... |
+16 | 51 | Established |
| 44 |
ivanlkf/navil
Open-source agent governance middleware. Runtime security proxy for MCP... |
+16 | 39 | Emerging |
| 45 |
senivel/you-need-an-advisor-mcp
MCP server that gives AI assistants full YNAB API access with embedded... |
+15 | 38 | Emerging |
| 46 |
edjufy/fakturia-mcp
MCP server for the Fakturia billing & subscription management API — 123... |
+15 | 38 | Emerging |
| 47 |
mcpware/pagecast
Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg |
+15 | 52 | Established |
| 48 |
adarshba/openobserve-mcp
MCP server for OpenObserve — multi-instance log/trace/metrics querying with... |
+15 | 30 | Emerging |
| 49 |
ZionHopkins/launch-engine-mcp
Agentic business pipeline OS — 35 SOP tools from idea to revenue, as an MCP... |
+15 | 50 | Established |
| 50 |
rgourley/mdskills
Find, branch, vote, upload and download AI agent skills |
+15 | 38 | Emerging |
| 51 |
devnullvoid/mcp-ssh-tmux
Persistent SSH sessions for AI agents via tmux - No regex, no complexity,... |
+15 | 38 | Emerging |
| 52 |
nicofains1/agentic-ads
Ad network for AI agents. Monetize your MCP server with 20 lines of code.... |
+15 | 39 | Emerging |
| 53 |
alisaitteke/noun-mcp
Noun MCP Server |
+15 | 35 | Emerging |
| 54 |
keiver/image-tiler-mcp-server
MCP server that prevents LLM vision downscaling, tiles large images &... |
+15 | 50 | Established |
| 55 |
AgentSeal/agentseal-mcp-intel
MCP server for AI security intelligence. Check any MCP server for... |
+15 | 38 | Emerging |
| 56 |
SidneyBissoli/bcb-br-mcp
MCP server for Brazil Central Bank (BCB) data — Selic, IPCA, exchange rates,... |
+15 | 51 | Established |
| 57 |
philrox/ris-mcp-ts
MCP Server for the Austrian Legal Information System (RIS) - Access Austrian... |
+15 | 50 | Established |
| 58 |
minagishl/nlobby-cli
CLI and MCP server for N Lobby school portal |
+15 | 52 | Established |
| 59 |
Aarul5/jira-pilot
AI-powered Jira CLI and MCP server for humans and agents manage issues,... |
+15 | 49 | Emerging |
| 60 |
Markgatcha/universal-mcp-toolkit
The canonical open-source monorepo for production-ready MCP servers. |
+15 | 38 | Emerging |
| 61 |
ofershap/mcp-server-devutils
Zero-auth MCP server with everyday developer utilities: base64, UUID, hash,... |
+15 | 50 | Established |
| 62 |
es617/serial-mcp-server
Serial port MCP server for Claude Code and other MCP-compatible agents. |
+15 | 39 | Emerging |
| 63 |
mikusnuz/app-publish-mcp
Unified MCP server for App Store Connect & Google Play Console — 91 tools... |
+15 | 50 | Established |
| 64 |
rokoss21/astrovisor-mcp
The AstroVisor MCP (Model Context Protocol) Server integrates our complete... |
+15 | 35 | Emerging |
| 65 |
pm990320/ultimate-playwright-mcp
Multi-agent Playwright MCP server with tab group isolation — multiple AI... |
+15 | 47 | Emerging |
| 66 |
AiAgentKarl/eu-company-mcp-server
MCP server for EU company data — GLEIF company search, VAT validation,... |
+15 | 42 | Emerging |
| 67 |
uchimanajet7/openai-responses-mcp
Lightweight MCP server using OpenAI JS SDK (Responses) |
+15 | 35 | Emerging |
| 68 |
bharatvansh/gemini-deep-research-mcp
This MCP server that brings Gemini's Deep Research Agent to the AI coding... |
+15 | 27 | Experimental |
| 69 |
yohasacura/drawio-mcp
MCP server for creating draw.io / diagrams.net XML files programmatically |
+15 | 35 | Emerging |
| 70 |
0xshariq/email-mcp-server
Cross-platform email operations for MCP clients and CLI |
+15 | 27 | Experimental |
| 71 |
AngusHsu/lunar-mcp-server
🌙 Traditional Chinese Lunar Calendar MCP Server - 18 tools for auspicious... |
+15 | 43 | Emerging |
| 72 |
chaba11/mcp-stm-montevideo
MCP server that exposes Montevideo's public transit system (STM) data to... |
+15 | 51 | Established |
| 73 |
Whitemarmot/markly-mcp-server
MCP Server for Markly.cloud - watermark images via AI agents |
+15 | 50 | Established |
| 74 |
Bloomidea/drush-mcp
MCP server for Drupal via Drush. Lets AI agents (Claude Code, Gemini CLI,... |
+15 | 50 | Established |
| 75 |
KGT24k/mcp-tool-search
MCP proxy server — 85-96% token savings via lazy tool loading & fuzzy search... |
+15 | 39 | Emerging |
| 76 |
jacob-hartmann/quire-mcp
Model Context Protocol (MCP) server for Quire project management |
+15 | 50 | Established |
| 77 |
ConnorBritain/mssql-mcp-writer
MCP server for SQL Server with read and data modification tools—no DDL operations. |
+15 | 35 | Emerging |
| 78 |
dvcrn/mcp-server-linear
a (working!) MCP server for accessing Linear with multiple workspaces support |
+15 | 44 | Emerging |
| 79 |
programinglive/dev-workflow-mcp-server
MCP server to enforce development workflow discipline |
+15 | 35 | Emerging |
| 80 |
dma9527/irs-taxpayer-mcp
MCP server for US individual taxpayers — 39 tools for federal/state tax... |
+15 | 36 | Emerging |
| 81 |
digitalsamba/embedded-api-mcp-server
Digital Samba Embedded API MCP Server |
+15 | 35 | Emerging |
| 82 |
vaizcom/vaiz-mcp
MCP (Model Context Protocol) client for Vaiz for Cursor/Claude |
+15 | 38 | Emerging |
| 83 |
henrychong-ai/yggdrasil-mcp
Reasoning orchestration MCP server — Tree of Thoughts with deep planning,... |
+15 | 38 | Emerging |
| 84 |
mhaviv/pr-narrator-mcp
AI-powered MCP server that generates consistent commit messages and PR... |
+14 | 46 | Emerging |
| 85 |
shuji-bonji/pdf-spec-mcp
An MCP (Model Context Protocol) server that provides structured access to... |
+14 | 34 | Emerging |
| 86 |
mattbotcode/vault-master-mcp
Graph-aware MCP server for Obsidian vaults — enables AI agents to traverse,... |
+14 | 37 | Emerging |
| 87 |
mexican75/simple-email-mcp
Dead-simple multi-account email MCP server for Claude. IMAP/SMTP,... |
+14 | 38 | Emerging |
| 88 |
robhunter/agentdeals
MCP server aggregating developer infrastructure deals, free tiers, and... |
+14 | 29 | Experimental |
| 89 |
moltizmo/smriti
Local-first persistent memory for AI agents via MCP. Sanskrit for memory... |
+14 | 37 | Emerging |
| 90 |
cyanheads/protein-mcp-server
MCP Server for 3D protein structural data retrieval & analysis from RCSB... |
+14 | 30 | Emerging |
| 91 |
ryo-manba/stylelint-mcp
A MCP server for Stylelint |
+14 | 26 | Experimental |
| 92 |
Tryboy869/ai-books-mcp-server
🚀 AI Books MCP Server - Extend LLM context 15-60× via gravitational memory |... |
+14 | 34 | Emerging |
| 93 |
leosebben/mcp-meupc
MCP server for meupc.net — Brazilian PC building platform with price... |
+14 | 34 | Emerging |
| 94 |
kylebrodeur/mcp-network-analyzer
MCP server for intelligent browser network capture, API analysis, and... |
+14 | 37 | Emerging |
| 95 |
aplaceforallmystuff/mcp-pickaxe
An MCP (Model Context Protocol) server that connects AI assistants like... |
+14 | 47 | Emerging |
| 96 |
vish288/mcp-gitlab
MCP server for GitLab API — 76 tools for AI assistants (Claude, Cursor, VS... |
+14 | 37 | Emerging |
| 97 |
cijlabs/abis-mcp
ABIS MCP Server - Real-time AI behavioral drift monitoring. 37 tools, 11... |
+14 | 37 | Emerging |
| 98 |
essovius/mcp-everything-search
MCP server for Everything (voidtools) file search |
+14 | 42 | Emerging |
| 99 |
MicaelJarniac/mcpgate
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly. |
+14 | 34 | Emerging |
| 100 |
scottchronicity/ephemeris-mcp
Precision astronomical ephemeris for AI agents. An MCP server providing... |
+14 | 46 | Emerging |