MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6301
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 55 78 68 27 82 91
6302
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 55 90 52 30 80 99
6303
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
6304
Lokiec752
Enables automatic discovery and fast searching of translation files in projects…
B 72 54 78 58 N/A 30 92 94
6305
itsablabla
Infrastructure orchestration server for deploying and managing MCP servers on F…
B 72 55 90 83 N/A 28 95 45
6306
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 55 78 68 26 81 95
6307
stevenvo
Slack MCP Server Claim 1
Enables AI assistants to read messages, threads, channel info, user profiles, s…
B 72 55 78 65 50 64 100
6308
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 54 88 66 N/A 27 90 73
6309
damian-pramparo
Enables semantic code search across local projects and Git repositories using A…
B 72 55 72 62 43 81 98
6310
gyger
Integrates local Zotero libraries with Claude's Desktop interface, allowing use…
B 72 54 76 58 N/A 45 89 88
6311
Gouliath1
Enables AI clients to track investment portfolios by retrieving positions, calc…
B 72 55 86 58 21 83 100
6312
Shawnzheng011019
An MCP server designed to assist with generating, converting, and translating M…
B 72 55 79 52 52 80 91
6313
joeseesun
Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-t…
B 72 55 84 51 54 81 86
6314
rishipradeep-think41
This MCP server integrates with Google Drive to allow listing, reading, and sea…
B 72 55 78 66 36 80 92
6315
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 55 78 71 24 81 91
6316
Desluca
Enables LLMs to discover and control Crestron Home automation systems through n…
B 72 55 78 72 25 81 94
6317
GumpperGroup
Enables AI applications to search and analyze UNLOCK MLS real estate data throu…
B 72 55 84 67 26 80 91
6318
jphyqr
Enables AI assistants to register prompts for security verification, checking f…
B 72 55 90 60 27 80 92
6319
KaranThink41
Enables interaction with HubSpot CRM to create, update, delete, and fetch summa…
B 72 55 72 66 42 81 91
6320
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
6321
markswendsen-code
mcp-venmo Claim 2
Deprecated browser-automation MCP server for Venmo, PayPal, and Cash App (withd…
B 72 54 75 60 N/A 32 87 100
6322
KrishnaPapana
A Python-based MCP server implementation that can be easily installed via pip o…
B 72 55 54 82 N/A 22 95 97
6323
bpamiri
SQL Server MCP Claim
Enables AI assistants to interact with Microsoft SQL Server databases through q…
B 72 55 72 43 77 82 94
6324 B 72 54 72 60 N/A 54 90 79
6325
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
6326
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
6327
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
6328
Vorota-ai
nmap-mcp Claim 2
Enables AI agents to perform automated network security assessments using Nmap,…
B 72 55 63 100 48 92 46
6329
shaharia-lab
goai Claim 1
AI SDK for building AI-powered applications in Go
B 72 54 86 61 N/A 64 91 51
6330
JackHP
Enables fetching transcripts from YouTube videos by searching for videos based …
B 72 54 90 36 N/A 43 95 90
6331
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
6332
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6333
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 64 92 67 0 84 95 100
6334
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 55 90 50 36 81 93
6335
SegfaultSorcerer
heap-seance Claim 1
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
B 72 54 72 43 N/A 65 90 92
6336
tuanpham197
Enables LLMs to search and read files in local and GitHub repositories, analyze…
B 72 55 84 100 29 81 45
6337
Meerkats-Ai
A Model Context Protocol server that integrates with NeverBounce API to validat…
B 72 55 77 68 21 81 100
6338
songlairui
Enables creation and management of knowledge graphs with entities, relationship…
B 72 55 80 68 21 81 94
6339
snipefactory
lumen-mcp Claim 1
## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analys…
B 72 54 84 52 N/A 33 90 91
6340
dhkim0124
Anki MCP Server Claim 1
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
B 72 54 73 45 N/A 51 89 99
6341
alpacahq
alpaca-mcp-server Claim
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, …
B 72 55 84 38 N/A 58 81 98
6342
nikhgupta
Connects AI clients to MindsDB via the MySQL protocol to execute SQL queries, m…
B 72 55 92 57 27 76 93
6343
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 55 78 58 38 81 97
6344
samihalawa
Enables email management through SMTP and IMAP protocols with support for sendi…
B 72 54 78 45 N/A 53 95 86
6345
DownAtTheBottomOfTheMoleHole
megalinter Claim 1
MCP server for running Ox Security MegaLinter via mega-linter-runner
B 72 54 69 28 N/A 84 95 91
6346
tanob
A Model Context Protocol server that provides desktop automation capabilities u…
B 72 54 51 56 N/A 66 95 97
6347
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
6348
sammcj
Bybit MCP Server Claim 3
A Model Context Protocol server that provides read-only access to Bybit's crypt…
B 72 55 77 100 50 80 39
6349
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
6350
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
Showing 6301–6350 of 66455 servers
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