MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8401
twardoch
Captures comprehensive webpage screenshots with intelligent scrolling, text ext…
C 69 54 54 60 N/A 50 95 88
8402
Have-myn
SSH MCP Server Claim
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
C 69 55 72 66 50 77 75
8403
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8404
mister-weeden
A server that enables integration between Claude Desktop and WordPress, allowin…
C 69 55 78 38 47 81 100
8405
vinnyang
axe-scanner-mcp Claim
A standalone Model Context Protocol server that runs axe accessibility scans fo…
C 69 55 82 82 N/A 31 92 41
8406
mergedao
mcp-jobs Claim
A zero-configuration job aggregation server that enables searching for position…
C 69 55 80 58 39 78 80
8407
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8408
takehig
Enables natural language search and management of product information through a…
C 69 55 88 58 16 80 87
8409
dileepgaganr
Enables AI-powered trading and portfolio management through Upstox API integrat…
C 69 55 68 75 N/A 21 95 72
8410
kkb0318
A Model Context Protocol (MCP) server that provides safe, read-only access to K…
C 69 55 72 38 63 81 91
8411
Meerkats-Ai
Hatch MCP Server Claim 1
A Model Context Protocol server for Hatch API integration that provides tools f…
C 69 55 69 68 20 81 98
8412
LeanMCP
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
C 69 64 84 68 0 81 92 99
8413
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8414
socialneuron
mcp-server Claim
52 MCP tools for AI social media: create, distribute, analyze, and optimize con…
C 69 55 90 0 N/A 96 72 97
8415
baadir
searxng-mcp Claim 1
An MCP server that wraps a local SearXNG instance to provide private, customiza…
C 69 54 57 56 N/A 50 92 92
8416
MoltyCel
MolTrust MCP Server Claim 1
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, …
C 69 54 72 43 N/A 52 80 95
8417
dustland
Genesis MCP Server Claim
A Model Context Protocol (MCP) server for running Genesis World simulations wit…
C 69 54 74 53 N/A 44 80 89
8418
jcvalerio
MoneyWiz MCP Server Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 54 63 56 N/A 37 95 91
8419
timothywangdev
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
C 69 55 78 56 28 80 95
8420
dev-proxy-tools
mcp Claim 1
MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.
C 69 54 47 52 N/A 59 95 100
8421
ebowman
mcp-server-things Claim
A rich MCP server for Things
C 69 55 62 74 N/A 64 95 49
8422
dannymaaz
Enables AI agents to manage infrastructure and deploy Docker services through E…
C 69 55 88 33 35 83 99
8423
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 55 79 52 37 74 95
8424
xBlueCode
findata-mcp-server Claim 1
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 55 78 56 19 80 100
8425
zhixiaoqiang
antd-components-mcp Claim 1
一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
C 69 55 70 82 57 82 45
8426
HGraphPunks
A production-ready Node.js server that enables decentralized communication betw…
C 69 55 72 70 23 76 94
8427
mclamee
A secure MCP server for local API credential management using JSON storage and …
C 69 54 42 60 N/A 60 92 98
8428
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8429
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 55 66 61 32 82 100
8430
Desearch-ai
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
C 69 55 60 71 41 81 89
8431
fangmd
Time MCP Claim
Provides time-related tools for LLM applications, enabling retrieval of current…
C 69 55 72 58 24 81 100
8432
ssossan
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
C 69 55 84 56 30 81 82
8433
Dablclub
Polygon MCP Server Claim
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
C 69 55 78 60 22 81 90
8434
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 55 66 56 39 81 100
8435
MLValidationDebug
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
C 69 55 74 57 22 82 100
8436
tosin2013
Memory Cache Server Claim 3
A Model Context Protocol (MCP) server that optimizes token usage by caching dat…
C 69 55 84 100 19 80 40
8437
progress-all
ACOMO MCP Server Claim 1
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
C 69 55 72 82 51 80 49
8438
rnaga
WordPress MCP Server Claim 2
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
C 69 54 73 67 N/A 30 69 95
8439
alexalexalex222
Design-first MCP for coding agents that improves websites with screenshot-groun…
C 69 54 78 27 N/A 59 95 84
8440
aynul-abedin
my-mcp-server Claim
C 69 54 66 61 N/A 24 95 91
8441
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8442
poly-mcp
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Mod…
C 69 54 67 50 N/A 45 87 95
8443
CWNApps
TrustAtom MCP Server Claim 1
Provides cryptographic signing and verification for AI decisions to generate ve…
C 69 55 86 45 N/A 35 80 91
8444
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8445
oculairmedia
Ghost MCP Server Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 55 63 68 33 77 99
8446
simonliu-moltbot
Provides information about animals at the Taipei Zoo, including their habits, h…
C 69 54 72 53 N/A 22 95 93
8447
relayprotocol
Relay MCP Server Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
C 69 55 66 63 36 80 92
8448
ryansherby
ViperMCP Claim
A mixture-of-experts visual question-answering server that enables visual groun…
C 69 55 78 57 27 81 89
8449
Lorhlona
Utilizes Gemini API and Google Search to generate answers based on the latest i…
C 69 55 78 52 40 81 88
8450
dsouza-anush
An MCP server that provides integration with Jira and Confluence for managing i…
C 69 55 75 60 24 80 94
Showing 8401–8450 of 30006 servers
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