MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20551
LeslieLeung
glean Claim
A self-hosted RSS reader and personal knowledge management tool.
B 74 43 64 65 N/A 81 90
20552
TedoNeObichaJavaScript
readyorai Claim
Zero-cost MCP server for local code inspection and best-practice recommendations
B 74 33 66 N/A N/A 58 95
20553
delorenj
mcp-server-trello Claim 1
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
B 74 43 69 71 N/A 93 71
20554
szfmsmdx
nanomcp Claim
A minimal MCP server demo written without the MCP Python SDK that demonstrates …
B 74 33 86 N/A N/A 27 95
20555
GraysonCAdams
alexa-mcp Claim 1
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
B 74 33 69 N/A N/A 55 95
20556
IBM
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
B 74 44 92 43 77 81
20557
wearehoust
Front MCP Claim 1
Enables to use Front from any MCP-compatible client. Search conversations, mana…
B 74 33 49 86 95
20558
chromium-style-qrcode
MCP server for generating Chromium-style QR codes with optional Dino logo or cu…
B 74 33 71 N/A N/A 50 95
20559
TheStack-ai
waypath Claim
Local-first external brain CLI for coding agents. SQLite-backed context, graph-…
B 74 33 60 N/A N/A 69 95
20560
seandkendall
productivity-mcp Claim
A local MCP server that provides LLM clients with read/write access to email an…
B 74 33 72 N/A N/A 50 95
20561
chrisdoc
hevy-mcp Claim
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
B 74 44 64 65 N/A 90 82
20562
orobsonn
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
B 74 33 78 38 95
20563
CREIntel
NDI-MCP-Server Claim
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
B 74 33 94 N/A N/A 30 83
20564
lpillonwp
Payments MCP Claim 1
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
B 74 44 78 71 58 82
20565
PaulieB14
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
B 74 43 82 61 N/A 72 77
20566
Kodaxadev
Chronos MCP Claim
Provides Claude with a persistent local memory and structured knowledge graph t…
B 74 33 72 N/A N/A 51 95
20567
rafa2403nunez-droid
PyNet Bridge Claim
PyNet Bridge MCP implementation to connect IAs with PyNet Platform.
B 74 33 64 N/A N/A 63 95
20568
crazyrabbitLTC
Twitter MCP Server Claim 1
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
B 74 44 94 58 48 83
20569
ale-ishizawa
yahoo-finance-mcp Claim
B 74 33 76 N/A N/A 42 95
20570
sekops-ch
Enables browsing and interacting with Microsoft SharePoint sites and documents …
B 74 44 96 71 33 81
20571
mixelpixx
KiCAD-MCP-Server Claim
KiCAD-MCP-Server
B 74 43 96 31 N/A 72 90
20572
kcsoukup
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
B 74 43 96 51 N/A 42 95
20573
hauptsacheNet
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
B 74 33 64 N/A N/A 63 95
20574
IvanMurzak
Unity-MCP Claim
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
B 74 43 88 38 N/A 71 95
20575
marerem
longmem Claim
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
B 74 33 66 N/A N/A 61 95
20576
agentralabs
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
B 74 43 64 65 N/A 84 90
20577
maekawataiki
mcp-pandoc-md2pptx Claim
Enables conversion of Markdown content into PowerPoint presentations using pand…
B 74 44 92 60 52 81
20578
WhenLabs-org
when Claim
The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
B 74 33 60 N/A N/A 70 95
20579
Mingxiao300
Notion Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
B 74 43 82 63 N/A 54 90
20580
chriswu727
Argus Claim
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
B 74 33 72 N/A N/A 49 95
20581
danialadzhar
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
B 74 33 72 N/A N/A 50 95
20582
KuvopLLC
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
B 74 33 63 N/A N/A 65 95
20583
erwanpaccard
irpp-mcp Claim
A Python MCP server that calculates French income tax using the official DGFiP …
B 74 33 66 N/A N/A 60 95
20584
microsoft
playwright-mcp Claim
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
B 74 43 86 32 N/A 81 95
20585
kagan-sh
kagan Claim
AI-powered Kanban TUI and MCP server for autonomous development workflows. Orch…
B 74 33 68 N/A N/A 94 67
20586
kiyoung8
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
B 74 33 78 N/A N/A 40 95
20587
flsteven87
llm-wiki-mcp Claim 1
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
B 74 33 57 N/A N/A 74 95
20588
agentwall
AgentWall Claim
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
B 74 33 56 N/A N/A 75 95
20589
Anil-matcha
Veo-4-API Claim
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integ…
B 74 33 72 N/A N/A 51 95
20590
macrat
Allows you to explore and manipulate kintone data using AI tools such as Claude…
B 74 43 92 38 N/A 62 95
20591
FlywheelStudio
ulink Claim
Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.
B 74 33 84 N/A N/A 44 83
20592
DanielAvdar
dev-kit-mcp-server Claim
dev-kit-mcp-server
B 74 43 86 33 N/A 79 95
20593
mcp-servers-for-revit
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
B 74 43 78 58 N/A 60 95
20594
ltaysh0
sage-mcp Claim 1
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
B 74 33 72 N/A N/A 48 95
20595
Joncik91
An MCP server that enables collaboration between Claude Code and Z.ai's GLM mod…
B 74 43 75 62 N/A 66 92
20596
Bzcasper
Enable AI-assisted development with integrated workflow automation, Python host…
B 74 43 96 68 N/A 31 84
20597
leonardoca1
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
B 74 33 70 N/A N/A 51 95
20598
mikusnuz
umami-mcp Claim 1
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, st…
B 74 33 75 71 75
20599
paypal
PayPal Claim
The PayPal Model Context Protocol server allows you to integrate with PayPal AP…
B 74 44 84 62 64 81
20600
Whoisjson
WhoisJSON Claim
WHOIS, DNS, SSL, and domain availability lookups for AI assistants
B 74 33 90 N/A N/A 37 83
Showing 20551–20600 of 66518 servers
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