MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
aserper
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
B 80 55 84 82 61 81 84
1252
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1253
yostos
jrnl MCP Server Claim
A server that enables Claude to access and search through command-line journal …
B 80 54 78 58 N/A 79 92 94
1254
dmayboroda
minima Claim
On-premises conversational RAG with configurable containers
B 80 54 84 63 N/A 61 90 97
1255
qwe4559999
scopus-mcp Claim 1
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
B 80 54 85 73 N/A 59 83 95
1256
minbang930
YouTube Vision Claim
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
B 80 54 84 77 N/A 46 90 94
1257
ykarapazar
word-mcp-live Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 55 90 82 N/A 61 75 83
1258
asume21
web perception Claim
Give your AI ears and eyes and perception
B 80 44 76 61 83 98
1259
VAST-AI-Research
Tripo MCP Server Claim 1
Provides an interface between AI assistants and Tripo AI via Model Context Prot…
B 80 55 74 82 N/A 62 84 97
1260
OtherVibes
mcp-as-a-judge Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 55 60 82 N/A 81 95 86
1261
jdez427
NTP MCP Server Claim
Provides accurate time information from Network Time Protocol (NTP) servers wit…
B 80 55 84 87 57 81 86
1262
JereSalguero30
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 55 78 100 40 81 88
1263
opgginc
opgg-mcp Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
B 80 66 78 66 95 77 81 86
1264
muammar-yacoob
Gmail Manager Claim
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
B 80 54 68 73 N/A 69 90 100
1265
TranChiHuu
MCP SQL Server Claim
Enables querying and managing PostgreSQL and MySQL databases through natural la…
B 80 55 84 100 29 81 89
1266
johnoconnor0
Enables comprehensive Google Ads campaign management and analysis through natur…
B 80 55 94 77 44 81 94
1267
nirholas
agenti Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 54 76 70 72 90 93
1268
anzax
dockashell Claim
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
B 80 54 94 46 N/A 70 95 91
1269
oschina
mcp-gitee Claim 1
mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It…
B 80 54 75 80 N/A 57 95 90
1270
better-auth
Better Icons Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 55 82 65 76 82 94
1271
d3v1an
SSH MCP Server Claim
Enables remote server administration via SSH, supporting command execution, SFT…
B 80 54 78 68 71 87 99
1272
ShunsukeHayashi
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
B 80 44 67 N/A N/A 61 95 97
1273
Vortiago
Tekna Events & News Claim 1
MCP server for Tekna events and news
B 80 44 57 N/A N/A 71 95 99
1274
1405942836
appium-mcp-server Claim
Enables AI assistants to perform mobile device automation testing via Appium th…
B 80 54 90 61 N/A 48 91 100
1275
ssaurabh9
Taiga MCP Server Claim 1
Enables seamless integration between Large Language Models and Taiga project ma…
B 80 55 96 91 39 81 78
1276
gravicity-archive
Fal.ai MCP Server Claim 1
Enables seamless integration with Fal.ai's 600+ image generation models includi…
B 80 55 100 75 43 80 90
1277
Rookie0x80
DOCX-MCP Claim
Enables comprehensive Microsoft Word document manipulation through the Model Co…
B 80 55 84 82 N/A 28 95 99
1278
etsd-tech
mcp-pointer Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
B 80 54 84 56 N/A 75 90 94
1279
aflekkas
reddit-mcp-server Claim
reddit-mcp-server
B 80 54 96 60 N/A 42 95 96
1280
uyu423
requarks-wiki-mcp Claim 1
An MCP server that enables AI agents to interact with Wiki.js as a knowledge ba…
B 80 55 75 77 73 82 96
1281
porkll
SiYuan MCP Server Claim
Enables interaction with SiYuan Note through its API for comprehensive note man…
B 80 54 78 66 N/A 58 95 99
1282
Radek44
Enables AI-driven testing and automation of Tauri desktop applications through …
B 80 55 86 83 N/A 46 95 76
1283
SourceParts
Source Parts Claim
Electronic component sourcing, BOM management, and PCB design workflows.
B 80 55 84 82 56 81 90
1284
lihongjie0209
DOCX MCP Server Claim 1
Enables creation, editing, and management of Word documents through JSON schema…
B 80 55 84 82 62 81 84
1285
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1286
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 66 92 66 95 32 81 98
1287
Pimzino
A Model Context Protocol server providing AI assistants with comprehensive proj…
B 80 55 73 100 54 81 83
1288
crunchtools
Secure MCP server for Request Tracker (RT) ticket management
B 80 55 70 82 N/A 51 95 98
1289
viktorlarsson
openfigi Claim
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
B 80 54 84 62 N/A 71 83 100
1290
skippr-hq
Enables AI coding agents to discover, understand, and fix product issues (UX in…
B 80 54 72 65 N/A 80 92 94
1291
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1292
hannesrudolph
mcp-ragdocs Claim 2
An MCP server implementation that provides tools for retrieving and processing …
B 80 54 79 71 N/A 56 90 99
1293
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1294
DavidFuchs
mcp-uptime-kuma Claim 2
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
B 80 54 84 73 N/A 77 69 96
1295
Kanne87
kg-mcp Claim 1
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
B 80 66 90 86 87 25 82 90
1296
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 54 100 58 N/A 43 95 90
1297
bsangars
MPO MCP Server Claim
Enables AI assistants to interact with GitHub repositories, Confluence document…
B 80 55 90 87 29 81 96
1298
houtini-ai
fanout Claim
Multi-URL comparative content analysis with topical gap detection
B 80 55 90 100 N/A 59 87 52
1299
vapvarun
WP Astro MCP Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 55 81 100 51 81 78
1300
lionkiii
rss-feeds-mcp Claim
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
B 80 44 70 N/A N/A 53 95 99
Showing 1251–1300 of 67181 servers
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