MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10101
firasd
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 66 55 54 65 30 81 93
10102
lijianye521
Link MCP Claim
Enables intelligent web document scraping and conversation memory management fo…
C 66 55 72 83 28 81 52
10103
armonge
Wahoo MCP Server Claim 3
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
C 66 55 63 71 54 82 58
10104
Baronco
Converts SQL queries between different database dialects using the sqlglot libr…
C 66 55 60 60 25 82 98
10105
yasg1988
Dnevnik.ru MCP Server Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 55 69 62 39 80 73
10106
LuniaKunal
twitter-mcp Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
C 66 54 66 43 N/A 24 95 92
10107
Calvin-Francis
Memory MCP Claim 1
A Model Context Protocol server that provides AI assistants with persistent sem…
C 66 55 69 43 42 83 90
10108
RadonX
MCP TriliumNext Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 55 69 100 25 81 35
10109
pradeep-moolemane
AEM MCP Server Claim 1
A Model Context Protocol server that provides tools to interact with Adobe Expe…
C 66 55 63 57 23 81 100
10110
gentiku
Enables comprehensive Spotify integration through natural language commands, su…
C 66 55 78 41 24 81 98
10111
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
10112
redhat-community-ai-tools
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
C 66 55 60 43 46 81 99
10113
dpshade
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
C 66 55 56 51 45 84 95
10114
pickstar-2002
MinIO Storage MCP Claim
Enables AI assistants to manage MinIO object storage through comprehensive buck…
C 66 55 72 100 40 81 21
10115
Wajahat-bitsol
Enable seamless integration of Jira issue tracking within your LLM applications…
C 66 54 64 48 N/A 28 87 99
10116
guilhermelirio
Brasil API MCP Claim 1
A Model Context Protocol server that connects AI assistants to Brazilian public…
C 66 55 45 60 44 83 100
10117
isakskogstad
Kolada MCP Server Claim
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
C 66 66 88 72 0 64 81 94
10118
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
10119
jmtanguy
Provides access to official French legal databases (Légifrance and JudiLibre) f…
C 66 55 66 46 46 81 88
10120
jared-bloomer
A personal MCP server for AI assistant integration that provides custom tools, …
C 66 54 62 57 N/A 27 82 97
10121
hightemp
A Go-based MCP server that provides comprehensive access to the Serper Google S…
C 66 55 70 45 37 81 92
10122
TheGrSun
Desmos MCP Server Claim
Enables mathematical formula visualization and analysis through interactive plo…
C 66 55 54 82 N/A 49 95 46
10123
aparajithn
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
C 66 66 94 66 0 60 78 99
10124
rcoldwell
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
C 66 55 60 56 27 83 96
10125
sjhangiani12
Enables users to find the nearest Citi Bike stations with real-time availabilit…
C 66 55 70 58 26 81 88
10126
mayank-ketkar-sf
ML Jupyter MCP Claim
Execute Python code with persistent state across Claude conversations using a b…
C 66 54 78 28 N/A 21 95 100
10127
DOGGY-SAINT
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
C 66 54 70 33 N/A 34 92 98
10128
AlyssonM
HiveAuth MCP Server Claim 1
A Model Context Protocol (MCP) server that enables LLM applications to perform …
C 66 55 78 82 N/A 28 89 37
10129
aadityasinghal7
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 66 55 45 82 26 81 92
10130
Sifu213
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
C 66 54 54 66 N/A 27 90 87
10131
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
10132
bedro96
Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols wit…
C 66 55 54 55 51 80 94
10133
rafabarbosa
Webhooks MCP Claim
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
C 66 55 66 61 25 81 87
10134
liukexina
lkx-mcp Claim
Provides utility tools including weather alerts, GitHub repository analysis, ph…
C 66 55 60 60 32 80 92
10135
tb8412
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
C 66 54 66 38 N/A 32 94 93
10136
phaserjs
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
C 66 54 56 50 N/A 34 90 97
10137
FutureUnreal
mcp-pdf2md Claim
PDF to Markdown conversion tool
C 66 54 62 41 N/A 44 90 94
10138
edgego
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
C 66 55 66 40 44 82 98
10139
code-massel
Integrates with the Nextcloud Cookbook app API to enable AI assistants to manag…
C 66 55 78 32 39 76 99
10140
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 55 60 75 56 80 55
10141
imouiche
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigat…
C 66 54 76 31 N/A 29 94 95
10142
hellovelop
limelink-mcp-server Claim 1
MCP server for Limelink dynamic links with deep linking, social previews, and U…
C 66 55 57 100 N/A 32 83 43
10143
scofield5658
MCP-NTP Time Service Claim 1
A Model Context Protocol server that provides accurate network time services fo…
C 66 54 57 41 N/A 39 95 97
10144
theYahia
kaiten-mcp Claim 2
MCP server for Kaiten API — cards, boards. 3 tools.
C 66 44 47 N/A N/A 62 95 62
10145
ravikant1918
sharepoint-mcp Claim 2
A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint…
C 66 54 55 43 56 81 100
10146
Haohao-end
mcp-agent Claim 1
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
C 66 54 84 55 N/A 24 88 64
10147
marcosviniweb
Enables dynamic exploration of Angular library components by reading and analyz…
C 66 54 54 55 N/A 27 95 94
10148
currents-dev
currents-mcp Claim
C 66 55 72 68 61 82 44
10149
koei-kaji
zk-mcp Claim 1
An MCP server that integrates the zk note-taking system with LLMs, enabling use…
C 66 54 45 62 N/A 45 90 88
10150
ohqay
An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor…
C 66 54 75 28 N/A 32 95 95
Showing 10101–10150 of 57580 servers
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