MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
RED-BASE
CDP MCP Claim 1
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
C 69 54 78 53 N/A 30 87 89
8302
BACH-AI-Tools
Provides basic and advanced mathematical operations including addition, subtrac…
C 69 55 80 61 29 82 83
8303
kelvingao
Connects AI assistants to Interactive Brokers for intelligent portfolio managem…
C 69 54 72 41 N/A 38 95 93
8304
infinitepi-io
Bookmark Manager MCP Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 55 61 100 57 81 39
8305
JoeanAmier
XHS-Downloader Claim
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息…
C 69 54 62 37 N/A 73 87 92
8306
dennisonbertram
MCP Anvil Tools Claim
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
C 69 55 84 61 33 80 77
8307
mdrafee03
Lokalise MCP Tool Claim 1
An MCP server that enables users to add translation keys to Lokalise projects u…
C 69 55 57 68 47 80 90
8308
meyannis
Enables Claude AI to directly interact with Gmail through natural language for …
C 69 54 60 43 N/A 48 95 98
8309
wuzhi-dev
SOAR MCP Server Claim
Integrates SOAR (Security Orchestration, Automation and Response) capabilities …
C 69 55 90 43 42 81 82
8310
mfangtao
SSH MCP Server Claim 1
A server that enables remote command execution over SSH through the Model Conte…
C 69 55 84 62 22 74 88
8311
PratyayRajak
Integrates task management with the Pomodoro Technique, enabling AI assistants …
C 69 55 86 75 N/A 25 95 43
8312
joshuaboys
datetime-mcp Claim 1
A lightweight MCP server that provides date and time tools, including the abili…
C 69 54 54 71 N/A 46 92 77
8313
imiborbas
A Model Context Protocol server that enables Claude AI to interact with PocketB…
C 69 54 71 55 N/A 19 90 100
8314
qyd0801
cubox-mcp Claim
C 69 55 78 100 N/A 21 95 30
8315
unicorn2439614256
XR875 Build MCP Claim
Provides tools for compiling and packaging XR875 project components, including …
C 69 55 48 87 N/A 45 95 66
8316
ispyridis
Enables full management of ToDoList (.tdl) XML files with CRUD operations, hier…
C 69 54 72 55 N/A 15 95 93
8317
samuelrizzo
Jira MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 69 55 69 100 37 81 44
8318
simonliu-moltbot
Provides information about animals at the Taipei Zoo, including their habits, h…
C 69 54 72 53 N/A 22 95 93
8319
shadowrootdev
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
C 69 64 96 58 0 79 92 97
8320
rachit1987
wonderkraftz-mcp Claim 1
An MCP server that connects AI assistants to the Wonderkraftz Premium Gifting S…
C 69 55 72 62 41 70 95
8321
Morous-Dev
engram-cc Claim
Universal AI coding assistant memory — session handoff, SLM compression, and se…
C 69 54 48 60 N/A 55 92 92
8322
Lorhlona
Utilizes Gemini API and Google Search to generate answers based on the latest i…
C 69 55 78 52 40 81 88
8323
tokusumi
wassden Claim
A Spec-Driven Development toolkit that transforms LLMs into development agents …
C 69 54 82 27 N/A 53 90 92
8324
philogicae
Simple sequential thinking MCP in python
C 69 54 72 27 N/A 70 92 91
8325
Seann0824
Movies Search Tool Claim 1
An MCP server that enables users to search for movie and TV show resources acro…
C 69 55 65 61 44 81 90
8326
caretdev
Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations wit…
C 69 55 80 51 54 80 77
8327
jensenloke
MSSQL MCP Server Claim 1
A Model Context Protocol server that provides comprehensive access to Microsoft…
C 69 55 85 51 18 81 95
8328
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8329
andredezzy
Deep directory tree visualization tool enabling efficient visualization of comp…
C 69 55 66 100 N/A 45 87 35
8330
Samvox1
Enables users to compare prices, track budgets, and find promotional deals acro…
C 69 55 90 52 22 74 95
8331
fryjustinc
SSH MCP Server Claim 1
Provides LLM clients with safe, persistent SSH access to remote machines throug…
C 69 55 70 82 N/A 59 89 39
8332
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 55 66 56 39 81 100
8333
stevennevins
MCP Server Template Claim 1
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
C 69 55 78 62 20 81 92
8334
Cicatriiz
OpenEdu MCP Server Claim
A comprehensive Model Context Protocol server providing educational resources a…
C 69 55 78 43 40 83 94
8335
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8336
linxule
Vox MCP Claim 3
Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemi…
C 69 54 96 41 N/A 75 62 69
8337
Moonlight-CL
Redshift MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ama…
C 69 55 69 48 42 81 100
8338
nishimoto265
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for…
C 69 55 60 100 N/A 49 95 33
8339
Xiawpohr
MetaMask MCP Claim 1
A Model Context Protocol server that allows LLMs to interact with blockchain th…
C 69 54 51 60 N/A 44 95 97
8340
Din-djarin2
Provides integration with GitLab repositories to manage files, issues, merge re…
C 69 55 72 72 23 76 92
8341
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 55 72 100 38 81 38
8342
DarkNoah
feishu-mcp-server Claim
飞书多维表格
C 69 55 66 67 43 81 85
8343
brunobenavent
Vercel MCP Adapter Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 55 60 68 33 81 100
8344
tolutronics
Stem MCP Server Claim
Enables AI-powered audio processing including stem separation, vocal extraction…
C 69 54 84 43 N/A 22 95 91
8345
CarmeloRicarte
GitLab MCP Server Claim
Enables AI assistants to interact with GitLab for managing projects, branches, …
C 69 55 78 47 30 81 100
8346
robmatesick
MkDocs MCP Server Claim
Enables AI assistants to access and search MkDocs documentation through tools f…
C 69 55 72 45 44 82 97
8347
diegofornalha
MCP Shell Server Claim 1
A secure server that implements the Model Context Protocol (MCP) to enable cont…
C 69 55 78 63 37 81 78
8348
byPawel
tachibot-mcp Claim 2
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
C 69 54 96 31 N/A 70 64 84
8349
TeodorTrotea
Enables AI assistants to manage development workflows by running build commands…
C 69 55 72 100 23 81 51
8350
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
Showing 8301–8350 of 58073 servers
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