MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8351
gtoshinakano
Enables AI assistants to manage todo lists through natural language by creating…
C 69 55 72 58 32 81 92
8352
TomokiIshimine
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
C 69 55 78 68 32 82 73
8353
pickstar-2002
MySQL MCP Server Claim
Enables AI assistants to manage MySQL databases through natural language comman…
C 69 55 72 100 38 81 38
8354
gurdasnijor
Basic MCP Server Claim
A minimal demonstration server showcasing MCP protocol capabilities including t…
C 69 55 66 50 45 81 100
8355
klimadev
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
C 69 54 72 53 N/A 24 92 93
8356
The-Focus-AI
Mastodon MCP Claim 1
A Model Context Protocol server that provides tools for interacting with Mastod…
C 69 55 53 72 50 78 93
8357
karnagge
Enables querying Brazilian electoral data through TSE's official API. Supports …
C 69 55 72 65 23 82 92
8358
156554395
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
C 69 55 72 53 52 81 85
8359
boostspace
Integrator MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to invoke and interac…
C 69 55 71 65 62 80 66
8360
chemany
A full-featured content management platform for Today's Headlines that supports…
C 69 54 54 66 N/A 26 95 96
8361
anoopt
Enables comprehensive Microsoft To Do task management through Microsoft Graph A…
C 69 55 60 72 29 80 96
8362
mattbalmer
KnBn MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
C 69 55 59 60 44 81 99
8363
Arman-Kudaibergenov
BSL Atlas Claim 1
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
C 69 54 51 48 66 92 92
8364
yuhuacheng
A server that lets you get customized music recommendations from TIDAL based on…
C 69 55 72 48 44 81 97
8365
Artin0123
Enables AI assistants to evaluate task complexity, verify package installation …
C 69 54 54 60 N/A 46 95 91
8366
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8367
zeromicro
mcp-zero Claim
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC …
C 69 54 82 58 N/A 71 90 37
8368
jwaldor
Puppeteer MCP Server Claim 1
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
C 69 54 72 50 N/A 20 95 98
8369
shashwatgtm
Provides B2B positioning and messaging tools based on the IMPACT Framework, ena…
C 69 54 72 52 29 95 90
8370
jgravelle
jDocmunch MCP Claim
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
C 69 54 96 0 N/A 62 92 96
8371
Din-djarin2
Provides integration with GitLab repositories to manage files, issues, merge re…
C 69 55 72 72 23 76 92
8372
vitorpavinato
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
C 69 55 84 46 25 82 98
8373
dromologue
Graph-Tools Claim
Provides tools for AI-powered graph analysis, including relationship extraction…
C 69 55 90 51 24 77 90
8374
Cicatriiz
OpenEdu MCP Server Claim
A comprehensive Model Context Protocol server providing educational resources a…
C 69 55 78 43 40 83 94
8375
Shubby98
email-insights Claim 1
An MCP server that provides structured analytics for email data by extracting s…
C 69 54 65 56 N/A 25 95 94
8376
zhixiaoqiang
antd-components-mcp Claim 1
一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
C 69 55 70 82 57 82 45
8377
kkb0318
A Model Context Protocol (MCP) server that provides safe, read-only access to K…
C 69 55 72 38 63 81 91
8378
n1byn1kt
ApiTap Claim 1
MCP server that turns any website into an API by capturing or importing API end…
C 69 64 96 72 0 69 90 89
8379
Desearch-ai
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
C 69 55 60 71 41 81 89
8380
alexhholmes
MCP Obsidian Claim
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
C 69 54 88 25 N/A 42 89 97
8381
sebastianPhoenix
Odoo MCP Server Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC communi…
C 69 55 66 68 45 81 80
8382
frifri
A simple educational MCP server providing basic math operations, string manipul…
C 69 54 78 42 N/A 21 95 100
8383
OuchiniKaeru
MCP Data Analyzer Claim
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
C 69 54 84 26 N/A 48 95 86
8384
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8385
jbroll
Provides secure access to containerized build environments for software project…
C 69 55 84 91 25 81 43
8386
dachienit
A Model Context Protocol server that facilitates seamless communication between…
C 69 55 69 58 49 82 85
8387
t-shiratori
Time Tools MCP Server Claim 1
A Model Context Protocol server for time manipulation tasks, enabling AI models…
C 69 54 51 55 N/A 48 94 99
8388
echoVic
A powerful Model Context Protocol server that automatically generates Mermaid d…
C 69 55 72 62 28 81 90
8389
Dev00355
FastMCP Claim 1
A Model Context Protocol server that bridges MCP clients with local LLM service…
C 69 54 63 61 N/A 16 95 100
8390
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8391
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 55 66 65 40 81 89
8392
glittercowboy
Discord MCP Server Claim
Provides comprehensive administrative control over Discord communities through …
C 69 55 84 40 49 76 94
8393
Raincode-Bahrain
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
C 69 54 84 38 N/A 19 95 95
8394
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 55 84 75 N/A 24 95 50
8395
Maverick-LjXuan
MCP Router Claim
A service discovery and proxy for MCP servers that enables registration, discov…
C 69 55 60 82 23 81 90
8396
MCPmed
STRING-MCP Claim 1
A Model Context Protocol server that provides tools for interacting with the ST…
C 69 55 77 56 37 80 89
8397
saroby
Nano Banana Claim
Enables image generation using Google Gemini models like Gemini 2.0 Flash and I…
C 69 55 68 62 35 80 92
8398
Disane87
Control and monitor Weishaupt heating systems via the WEM Portal
C 69 55 100 0 N/A 79 71 100
8399
wubbyweb
MCP Demo Project Claim
A demonstration server implementing the Model Context Protocol (MCP) with both …
C 69 55 72 58 23 81 100
8400
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
Showing 8351–8400 of 67197 servers
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