MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3901
nirholas
A comprehensive MCP server for interacting with the BNB Chain ecosystem, includ…
B 75 55 66 70 66 81 92
3902
Onenightcarnival
Analyzes cognitive complexity of Python code by scanning files and directories …
B 75 54 72 56 N/A 47 95 100
3903
harshitdynamite
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
B 75 55 96 62 24 80 98
3904
imaginpro
ImaginePro MCP Server Claim 1
Enables AI assistants to generate images and videos through natural language us…
B 75 55 72 72 48 82 96
3905
igorgarbuz
Enables AI assistants to control Spotify playback, manage playlists, search mus…
B 75 55 72 100 N/A 37 95 55
3906
chenxiaofie
memory-mcp Claim 2
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
B 75 54 90 33 N/A 75 90 87
3907
getplatform
Enables sending transactional emails through GetMailer from AI assistants. Supp…
B 75 55 90 66 30 81 96
3908
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 55 96 65 21 81 94
3909
drewsungg
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
B 75 55 90 50 51 80 100
3910
leafeye
lunchmoney-mcp Claim 1
An MCP server that lets AI assistants interact with your Lunchmoney data, enabl…
B 75 54 69 67 N/A 45 95 92
3911
Rz017
Tavily MCP Server Claim 1
Provides AI assistants with real-time web search capabilities and intelligent d…
B 75 55 84 70 42 80 90
3912
dpflucas
MySQL Database Access Claim 2
Access your MySQL databases securely and efficiently. List databases, tables, a…
B 75 55 79 55 N/A 62 80 98
3913
shjanjua
PPTX MCP Server Claim 2
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
B 75 55 78 91 N/A 21 87 84
3914
stadiamaps
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geo…
B 75 55 71 72 51 81 99
3915
airy10
GEDCOM MCP Server Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 55 84 56 59 81 91
3916
epaproditus
Provides tools for interacting with Gmail and Calendar APIs. This server enable…
B 75 54 90 57 N/A 38 87 94
3917
hesreallyhim
A file monitoring server that tracks filesystem events and provides real-time n…
B 75 54 80 51 N/A 45 95 99
3918
neverinfamous
A MCP server built for developers enabling Git based project management with pr…
B 75 54 88 22 86 95 91
3919
zacco16
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Gma…
B 75 55 81 72 37 81 93
3920
moonlitknight
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 75 55 80 58 45 84 100
3921
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
3922
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 55 75 100 N/A 43 95 50
3923
prismon
Validates URLs and checks their reputation to help identify AI hallucinations a…
B 75 55 70 82 42 81 93
3924
nutstrut
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
B 75 66 86 66 98 50 81 59
3925
jeffgolden
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
B 75 55 80 72 47 78 93
3926
ayushtiwari110
Enables AI agents to execute C++ code, test solutions against multiple test cas…
B 75 55 84 72 27 80 97
3927
ntdef
YNAB MCP Server Claim 1
A Model Context Protocol server that enables interaction with You Need A Budget…
B 75 55 77 57 55 82 100
3928
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
3929
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
3930
nanameru
Next.js Docs MCP Claim
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
B 75 55 78 83 26 81 95
3931
abhiz123
Todoist MCP Server Claim 2
An MCP server that integrates Claude with Todoist, enabling natural language ta…
B 75 55 79 67 45 80 97
3932
Combjellyshen
zotero-bridge Claim 2
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
B 75 54 75 63 N/A 54 88 89
3933
MikelA92
Enables LLMs to interact with Metabase instances through 33 tools for querying …
B 75 55 92 68 28 81 93
3934
litoralcreativo
Enables interaction with Informix databases through a Model Context Protocol se…
B 75 55 60 100 20 81 100
3935
shawndrake2
Provides access to Yelp's business database for searching local businesses, ret…
B 75 55 94 100 27 80 53
3936
aybelatchane
mcp-server-terminal Claim 2
Playwright for terminals - interact with TUI/CLI applications through structure…
B 75 55 51 100 N/A 83 95 48
3937
pieperz
Shopify MCP Server Claim 1
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
B 75 55 72 75 53 80 90
3938
ibrahimsaleem
PentestThinkingMCP Claim
Enables automated penetration testing workflow planning using Beam Search and M…
B 75 55 94 57 43 82 88
3939
konstzv
Enables Claude and other MCP clients to display native macOS notifications with…
B 75 55 78 100 N/A 27 95 54
3940
shanewwarren
MCP-SST Claim 1
Enables monitoring and control of the SST development process by streaming dev …
B 75 54 94 52 N/A 31 89 95
3941
HexSleeves
Provides seamless integration with Tailscale's CLI commands and REST API, enabl…
B 75 55 75 68 59 81 89
3942
FantomaSkaRus1
telegram-bot-mcp Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 55 84 82 49 81 71
3943
Aguantar
vibescan-mcp-server Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 44 57 N/A N/A 47 95 97
3944
GetCacheOverflow
cacheoverflow Claim 2
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
B 75 55 59 72 N/A 74 82 92
3945
VikashLoomba
MCP Server Playwright Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 75 54 75 51 N/A 74 82 99
3946
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
3947
jcontini
macOS Contacts MCP Claim
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
B 75 55 94 100 N/A 23 95 40
3948
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3949
sam2332
Generates customizable test/placeholder images as PNG files with specified dime…
B 75 54 78 72 N/A 32 90 94
3950
rishav-learnerml
Enables users to track personal expenses through natural language interactions …
B 75 66 78 66 89 26 81 100
Showing 3901–3950 of 66415 servers
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