MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1201 B 80 54 78 73 N/A 57 89 98
1202
jdez427
NTP MCP Server Claim
Provides accurate time information from Network Time Protocol (NTP) servers wit…
B 80 55 84 87 57 81 86
1203
malloryai
Mallory MCP Server Claim
A robust Model Control Protocol server that enables AI agents to access real-ti…
B 80 55 74 82 68 81 96
1204
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
1205
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
1206
gurvinder-dhillon
PowerBI MCP Server Claim
Enables AI assistants to query PowerBI workspaces, datasets, and execute DAX qu…
B 80 55 84 74 75 81 87
1207
claude-did-this
MCPControl Claim 1
MCP server for Windows OS automation
B 80 55 86 66 N/A 74 81 93
1208
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
1209
batianVolyc
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
B 80 55 90 91 56 81 71
1210
cristianoaredes
MCP Senado Federal Claim
Enables AI assistants to query Brazilian Senate data including senators, bills,…
B 80 55 70 91 47 95 90
1211
omar-haris
Smart Coding MCP Claim 2
Provides intelligent semantic code search using local AI embeddings, enabling n…
B 80 55 88 95 N/A 63 95 48
1212
vinbg
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
B 80 64 96 63 95 25 95 91
1213
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1214
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1215
asume21
web perception Claim
Give your AI ears and eyes and perception
B 80 44 76 61 83 98
1216
mhmzdev
figma-flutter-mcp Claim
An MCP server that provides the coding agents Figma's design token to write Flu…
B 80 55 84 70 N/A 80 81 88
1217
aidongise-cell
Prism Scanner Claim
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
B 80 44 67 N/A N/A 59 95 97
1218
pilat
mcp-datalink Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…
B 80 54 85 61 N/A 64 92 96
1219
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
1220
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
1221
growilabs
growi-mcp-server Claim
Official MCP Server to integrate with GROWI APIs.
B 80 55 88 72 60 82 91
1222
tylerstoltz
ODBC MCP Server Claim
Enables LLM tools like Claude Desktop to query databases via ODBC connections, …
B 80 54 100 58 N/A 38 95 99
1223
adminhuan
Smart Search MCP Claim
Provides 14 enhanced intelligent search tools for both international platforms …
B 80 54 90 53 N/A 67 95 93
1224
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1225
YUZU-Hub
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
B 80 66 71 100 85 37 81 96
1226
Rookie0x80
DOCX-MCP Claim
Enables comprehensive Microsoft Word document manipulation through the Model Co…
B 80 55 84 82 N/A 28 95 99
1227
Quinncuatro
Jane Claim
Jane is an MCP server that transforms team documentation and project specificat…
B 80 54 94 73 N/A 23 95 98
1228
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1229
pranjalbishtadsk
APS ACC MCP Server Claim
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
B 80 55 100 62 55 82 93
1230
sota-deploy
sota Claim
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
B 80 54 84 68 N/A 62 89 95
1231
nirholas
agenti Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 54 76 70 72 90 93
1232
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
1233
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1234
DownAtTheBottomOfTheMoleHole
infracost Claim 2
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
B 80 55 81 100 N/A 82 95 38
1235
Vortiago
Tekna Events & News Claim 1
MCP server for Tekna events and news
B 80 44 57 N/A N/A 71 95 99
1236
aflekkas
reddit-mcp-server Claim
reddit-mcp-server
B 80 54 96 60 N/A 42 95 96
1237
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1238
Ansvar-Systems
indonesian-law-mcp Claim
Indonesian legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1239
oabolade
Figma MCP Server Claim
MCP server enabling AI assistants to interact with Figma designs via natural la…
B 80 54 96 68 N/A 53 83 92
1240
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
1241
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
1242
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
1243
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 66 92 66 95 32 81 98
1244
oilpriceapi
OilPriceAPI Claim
Real-time oil, gas, and commodity prices. 40+ energy commodities including Bren…
B 80 54 72 71 N/A 66 95 94
1245
MichaelWeed
atlas-g-protocol Claim
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
B 80 55 94 66 65 82 89
1246
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
1247
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
1248
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
1249
aaronsb
Salesforce Cloud Claim 1
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
B 80 44 80 N/A N/A 69 75 95
1250
zoharbabin
⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead
B 80 55 100 60 N/A 78 78 81
Showing 1201–1250 of 67181 servers
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