MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16401
xiaobenyang-com
Time-Zone Claim 2
A comprehensive MCP server that provides global time zone management and time c…
F 25 66 72 68 0 50 71 53
16402
reddit
Devvit MCP Claim 1
A companion MCP server for writing applications on Reddit's developer platform …
F 25 55 80 61 73 80 86
16403
BirdInTheTree
zotero-mcp Claim 1
Read+write MCP server for Zotero with full write support — create items, manage…
F 25 55 72 0 50 80 97
16404
pak3430
Enables unified management of reservations across multiple Korean platforms (Na…
F 25 55 68 41 24 80 99
16405
testusercar
habitify-mcp-server Claim 1
F 25 54 62 67 N/A 53 87 82
16406
Pramod-Potti-Krishnan
Enables AI agents to search and retrieve relevant document content from existin…
F 25 66 78 68 0 40 74 90
16407
marc-shade
Network Scanner MCP Claim 1
Enables network discovery, port scanning, and infrastructure monitoring with de…
F 25 54 72 40 N/A 30 87 98
16408
SpasticPalate
Proton MCP Server Claim 1
Enables full Proton Mail management through the Model Context Protocol by conne…
F 25 54 72 61 N/A 35 87 99
16409
mountainmystic
Hedera Toolbox Claim 1 2
Production MCP server giving AI agents metered access to live Hedera blockchain…
F 25 55 94 10 45 69 96
16410
PranaytheSingh
Relentless MCP Server Claim 1 2
Enables AI assistants to read from and write to Notion databases through the Re…
F 25 55 84 75 31 80 98
16411
JoshuaGreeff
A bridge for the Bitburner Remote API that enables AI models to interact with t…
F 25 54 86 43 N/A 37 90 100
16412
Noosbai
PrusaMCP Claim 1
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
F 25 55 78 61 35 78 88
16413
dylangroos
A streamlined Model Context Protocol server that enables AI models to perform s…
F 25 55 72 56 51 77 99
16414
anotherik
GoThreatScope Claim 1
Go-based SBOM, vulnerability, and secret scanner with MCP support.
F 25 54 90 56 N/A 68 92 92
16415
btree1970
variant-ui Claim 1 3
MCP Server for faster development iteration
F 25 55 71 75 N/A 36 92 39
16416
markswendsen-code
Enables AI assistants to search for vehicles, manage reservations, and access E…
F 25 55 90 62 30 71 90
16417
markswendsen-code
Chase MCP Server Claim 1 2
Enables AI agents to interact with Chase Bank accounts to view balances, transa…
F 25 54 94 63 N/A 30 87 100
16418
sandraschi
MiniMail MCP Server Claim 1
A multi-service email platform for MCP-compatible clients that supports standar…
F 25 55 84 0 46 71 97
16419
baptitse-jn
shelf-mcp-2 Claim 1
F 25 54 54 72 N/A 16 90 92
16420
doitintl
doit Claim 1 3
DoiT official MCP Server
F 25 55 92 41 75 82 40
16421
synthetic-ci
Vibe Marketing MCP Claim 1
Provides AI clients with access to proven social media hooks, copywriting frame…
F 25 66 78 10 0 33 82 94
16422
SageMindAI
moltbridge Claim 1
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
F 25 54 96 46 N/A 48 90 96
16423
Iwark
Linear MCP Server Claim 1 2
Enables interaction with Linear resources through an MCP interface, offering fu…
F 25 55 60 72 17 80 88
16424
dancumberland
Kit.com MCP Server Claim 1 2
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
F 25 54 84 71 N/A 60 78 82
16425
ganeshsreedharan
Generates sequence diagram images from Mermaid syntax or natural language descr…
F 25 54 78 53 N/A 21 87 91
16426
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 54 78 58 N/A 87 94 75
16427
yshk-mrt
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
F 25 54 86 66 N/A 45 87 88
16428
rhylthyme
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
F 25 66 96 86 96 65 82 88
16429
s2005
Windows CLI MCP Server Claim 1 2
Enables secure command-line interactions on Windows systems with support for Po…
F 25 54 96 61 N/A 76 90 97
16430
gabriellangon
Nemo Claim 2 3
An MCP server that enables users to transform AI conversations into a structure…
F 25 66 69 62 0 40 81 97
16431
preetrajdeo
autoapply-mcp Claim 1 2
AutoApply automates job applications using a real Playwright browser. Save your…
F 25 55 54 10 30 76 98
16432
yogeshbuilds
Discord MCP Server Claim 2
Enables sending messages to Discord channels directly from Cursor IDE using Dis…
F 25 55 60 60 26 76 88
16433
Akrasia0
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
F 25 55 57 63 20 76 83
16434
98lukehall
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 f…
F 25 55 96 72 31 80 84
16435
MCPCat
mcpcat-typescript-sdk Claim 2
MCPcat is an analytics platform for MCP server owners 🐱.
F 25 54 96 43 N/A 83 90 94
16436
xiaobenyang-com
Generate-Echarts Claim 2
MCP ECharts is a dynamic chart generation and data analysis tool based on Apach…
F 25 55 72 65 N/A 50 71 71
16437
jackmuva
ActionKit MCP Server Claim 1 2
An MCP server that connects to Claude Desktop and provides access to Slack acti…
F 25 54 51 66 N/A 28 89 60
16438
AceDataCloud
mcp-seedance Claim 2
MCP server for ByteDance Seedance AI video generation
F 25 55 84 0 71 80 99
16439
cseguinlz
doubletick-cli Claim 2 3
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
F 25 66 66 62 0 50 76 95
16440
alexdiazdecerio
Fastmail MCP Server Claim 1 2
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
F 25 55 88 71 44 80 99
16441
Timmy9527
ZiweiAI Claim 1
紫微AI,是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpr…
F 25 55 74 63 N/A 21 80 94
16442
m2rads
Enables automated end-to-end testing powered by Playwright where test cases are…
F 25 54 92 68 N/A 68 87 99
16443
Surya-KF
Enables users to manage company departments, employees, expenses, and performan…
F 25 55 60 33 32 78 94
16444
imgaray
Strands Agent MCP Claim 2 3
A Model Context Protocol (MCP) server that enables integration of Strands agent…
F 25 55 68 100 58 76 68
16445
CCCpan
data-verify-mcp Claim 1
中国数据核验 MCP Server | 身份核验/企业查询/车辆信息/OCR识别/风险评估 | 10个Tool覆盖5大类 | 微信: chenganp | 邮…
F 25 54 60 60 N/A 66 90 99
16446
xhh-im
TrendRadar Claim 1
A real-time hotspot monitoring and news aggregation assistant that provides AI-…
F 25 55 66 31 42 76 91
16447
betson-g
browser-inspector-mcp Claim 1 2
Gives AI coding tools access to the CSS cascade the way DevTools does — which r…
F 25 54 84 0 N/A 54 89 93
16448
cristip73
gpt5mcp Claim 1
Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous age…
F 25 55 84 72 58 75 91
16449
jamiew
Monarch MCP Server Claim 1
Access Monarch financial data — accounts, transactions, budgets, and more
F 25 64 88 48 0 73 74 93
16450
mumez
pharo-nc-mcp-server Claim 2
A local MCP server that enables users to evaluate Pharo Smalltalk expressions a…
F 25 55 66 82 N/A 45 87 96
Showing 16401–16450 of 33332 servers
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