MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1001
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
1002
g0t4
Run any command with `run_command` and `run_script` tools.
B 81 54 90 57 N/A 85 84 91
1003
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
1004
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
1005
aplaceforallmystuff
Enables local network discovery and security scanning to identify connected dev…
B 81 55 67 100 N/A 46 95 89
1006
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
1007
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
1008
Xiaozhang22
Provides access to GitHub trending projects through MCP, allowing AI assistants…
B 81 66 80 90 100 27 81 91
1009
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 55 100 68 45 81 100
1010
stefanoamorelli
storybook-mcp-server Claim 1
An MCP server that enables AI assistants to browse Storybook components, manage…
B 81 54 85 56 67 95 99
1011
PlanExeOrg
PlanExe Claim 1
MCP server for generating rough-draft project plans from natural-language promp…
B 81 66 75 74 98 57 82 95
1012
Easysend-co
easysend Claim 1
EasySend file sharing MCP server - upload, download and share files. No authent…
B 81 44 90 N/A N/A 29 95 96
1013
olaservo
A tool that implements Claude Shannon's problem-solving methodology to help bre…
B 81 54 90 57 N/A 69 95 90
1014
oil-oil
Better Writer MCP Claim 1
Generates natural, fluent Chinese content that reads like human writing using t…
B 81 55 78 100 48 81 91
1015
kovashikawa
BLS MCP Server Claim
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
B 81 55 90 91 48 81 84
1016
imprvhub
mcp-claude-spotify Claim
An integration that allows Claude Desktop to interact with Spotify using the Mo…
B 81 55 90 72 74 71 99
1017
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
1018
VoCoufi
Captures and organizes structured markdown notes from Claude Code sessions with…
B 81 54 94 52 N/A 75 95 89
1019
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
1020
felixAnhalt
Figma-Context-MCP Claim
LLM-optimized Figma MCP server.
B 81 54 84 68 N/A 81 83 91
1021
Pantheon-LadderWorks
omni-scanner Claim
Codebase observatory with 56+ scanners for git health, architecture, and docume…
B 81 54 96 56 N/A 63 90 97
1022
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
1023
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
1024
kujenga
zotero-mcp Claim
Model Context Protocol (MCP) server for the Zotero API, in Python
B 81 55 84 82 N/A 66 90 80
1025
vini-cius
A secure Model Context Protocol service that enables executing SQL Server queri…
B 81 55 94 72 59 81 94
1026
jacobsd32-cpu
Reputation scoring for AI agent wallets on Base. 9 tools: trust scores, fraud r…
B 81 55 84 66 72 83 100
1027
isaacgounton
Enables AI assistants to interact with BigCommerce stores through comprehensive…
B 81 55 92 100 23 81 89
1028
RamXX
mcp-tavily Claim 2
An MCP server for Tavily's search API
B 81 54 75 77 N/A 60 94 94
1029
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 55 96 73 51 81 96
1030
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
1031
achriom
Achriom Claim 1
Media memory for AI agents and their humans: books, movies, music, shows, anime…
B 81 66 90 90 92 27 81 87
1032
fav-devs
Sociona MCP Server Claim
Enables AI assistants to publish, schedule, and manage social media posts acros…
B 81 55 90 65 67 81 99
1033
OneNicolas
French public services: tax, property, admin, education, healthcare, security, …
B 81 66 71 93 100 42 81 87
1034
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
1035
bvisible
mcp-ssh-manager Claim
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
B 81 55 88 61 N/A 84 81 92
1036
lofcz
Provides LLM-optimized filesystem access with intelligent file pagination for l…
B 81 54 96 62 N/A 46 90 99
1037
zzgael
Pedigree MCP Server Claim 1
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
B 81 55 90 58 77 83 95
1038
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 55 100 70 50 82 94
1039
indragiek
uniprof Claim
Universal CPU profiler designed for humans and AI agents
B 81 54 90 58 N/A 66 95 91
1040
delorenj
An enhanced Windows CLI MCP server providing unrestricted system access capabil…
B 81 54 94 66 N/A 51 88 96
1041
pdfcrowd
Create polished, professional PDFs from a single prompt. Documentation, reports…
B 81 55 84 100 N/A 58 83 68
1042
ofershap
mcp-server-s3 Claim
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
B 81 55 66 100 55 95 83
1043
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
1044
FoodXDevelopment
Food data tools for any AI agent. Describe food in English, get structured data…
B 81 54 90 71 N/A 48 95 93
1045
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1046
mkXultra
Enables AI agents to communicate with each other through Slack-like room-based …
B 81 54 78 66 N/A 75 92 95
1047
georgeglarson
Venice MCP Server Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 55 84 68 72 81 99
1048
MausRundung
Provides tools for analyzing project structures, searching through codebases, m…
B 81 54 88 75 N/A 55 88 91
1049
louis030195
toggl-mcp Claim 1
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
B 81 55 96 75 44 80 98
1050
alucardeht
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
B 81 54 96 56 N/A 52 92 100
Showing 1001–1050 of 66402 servers
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