MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

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66455
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31796
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2112
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16953
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Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

Newly Added

AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records F PumpX F InstantClips F projects F YOUB F

Biggest Gainers

StockLens +58 Fintel Discovery — Financial Intelligence for AI Agents +46 Ask AI +46

Biggest Drops

PuroAir -60 solidus -60 token-intel -55
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62451
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
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62452
MagicTurtle-s
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
 — ○ ⏳ — N/A N/A — — —
62453
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
 — ○ ⏳ — N/A N/A — — —
62454
keyhr
utol-mcp Claim
Enables users to interact with the University of Tokyo's UTOL learning manageme…
 — ○ ⏳ — N/A N/A — — —
62455
fliq-sh
@fliq/mcp Claim
Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
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62456
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
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62457
AlexSKorn
Query devices, check connectivity, and get network status from your Tailscale t…
 — ○ ⏳ — N/A N/A — — —
62458
LokiMCPUniverse
A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API…
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62459
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
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62460
evalops
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
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62461
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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62462
yasg1988
MCP server that integrates with the transport12 API to provide tools for search…
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62463
jarviscodes
Enables Claude to fetch RSS feeds and post messages to a self-hosted Mattermost…
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62464
Tiansiyu-tj
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
 — ○ ⏳ — N/A N/A — — —
62465
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
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62466
MartinCley
Generates formatted Excel (.xlsx) files from user requests and deposits them in…
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62467
demomagic
sip Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
 — ○ ⏳ — N/A N/A — 95 —
62468
Ahmedaltu
Enables browsing GitHub profile, repositories, issues, and pull requests direct…
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62469
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
 — ○ ⏳ — N/A N/A — — —
62470
dpaul20
QAcito Claim
Autonomous QA platform powered by Claude + Playwright that allows AI to write, …
 — ○ ⏳ — N/A N/A — — —
62471
Eyalm321
jlcpcb-mcp Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
 — ○ ⏳ — N/A N/A — — —
62472
CarnivalBigTop
dearhuman Claim
Send e-cards to your human. The first store built for AI agents; free, no API k…
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62473
offdutysorcerer-code
ProjectsMCP Claim
A plugin-based MCP platform providing tools for project file management, Git op…
 — ○ ⏳ — N/A N/A — — —
62474
arnstarn
Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS R…
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62475
maxime-fromentin
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
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62476
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
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62477
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
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62478
aspose-words
Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for…
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62479
jordanvalnet
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
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62480
9Churze
Enables AI assistants to query nearby parties, retrieve party details, and gene…
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62481
cerase-ai
A tasks and projects board MCP server for agents, providing create, list, and s…
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62482
Momosasu
MCP server providing SQL access to a CloudSigma OmniFabric database (MatrixOne-…
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62483
tylernford
obsidian-mcp Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
 — ○ ⏳ — N/A N/A — — —
62484
asciimoo
hister Claim
Your own search engine
 — ○ ⏳ — N/A N/A — — —
62485
advaitgore
AgentPay Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
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62486
kalmma
Connects MCP clients (e.g., Claude) to your NIBE myUplink heat-pump account for…
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62487
megaease
Enables middleware management, information checking, backups, and node-level op…
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62488
knishioka
Enables AI assistants to interact with freee accounting software API for managi…
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62489
adacreativeco
ADA Turbo Claim
Provides a complete agency operating system with 20+ roles (strategy, creative,…
 — ○ ⏳ — N/A N/A — — —
62490
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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62491
macdroidapps
Provides weather data, analysis, and report saving through MCP tools, with a Ne…
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62492
Elizabeth1979
An accessibility expert MCP server that provides AI coding assistants with real…
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62493
agustinvalencia
Python MCP server for programmatic access to markdown-based knowledge vaults, e…
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62494
torsday
Gives MCP-compatible AI assistants full, typed access to OmniFocus on macOS, en…
 — ○ ⏳ — N/A N/A — — —
62495
GarthDB
MCP server for testing GitHub Actions workflows locally using nektos/act.
 — ○ ⏳ — N/A N/A — — —
62496
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
 — ○ ⏳ — — — — 81 —
62497
Yongthyuan
A local-first bridge for moving useful context between coding agents, indexing …
 — ○ ⏳ — N/A N/A — — —
62498
Yacine-ai-tech
AgentKit Claim
Exposes enterprise KPIs, health scores, forecasting, and anomaly detection as M…
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62499
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
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62500
armchairdeity
scpi-mcp Claim
An MCP server that enables AI agents to operate an oscilloscope through high-le…
 — ○ ⏳ — N/A N/A — — —
Showing 62451–62500 of 66455 servers
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