MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14751
johnhenry
A utility module for creating Model Context Protocol servers declaratively, all…
D 45 54 60 20 N/A 25 95 14
14752
plainyogurt21
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
D 45 66 60 10 0 25 80 100
14753
Fewsats
Fewsats MCP Server Claim 1
An MCP server that integrates with Fewsats allowing AI agents to securely purch…
D 45 66 45 32 0 26 81 92
14754
Leilanigreer
A Model Context Protocol server that runs on Cloudflare Workers, enabling tools…
D 45 66 39 55 0 21 81 75
14755
dwdraju
Provides real-time transit data for OC Transpo in Ottawa, including live vehicl…
D 45 66 48 20 0 30 81 98
14756
carsxe
carsxe-mcp Claim 1
MCP server for CarsXE vehicle data: VIN, specs, history, images, recalls, and O…
D 45 66 45 0 0 68 78 100
14757
xiaobenyang-com
MBIT-Test Claim 1
An MCP server for the MBTI personality test, supporting AI assistants to guide …
D 45 66 57 40 0 45 81 47
14758
handaas
Provides comprehensive import/export trade data queries including export trends…
D 45 66 60 31 0 18 81 78
14759
rafsilva85
An MCP server that reduces Manus AI credit usage by up to 75% through intellige…
D 45 66 51 0 0 60 81 95
14760
mrugankpednekar
Track and split shared expenses across trips, events, and groups. Create groups…
D 45 66 32 35 0 33 80 98
14761
JunoJunHyun
Discover festivals worldwide by location, date, and genre. Compare options with…
D 45 66 54 56 0 24 81 52
14762
lineex
Search PubMed with precision using keyword and journal filters and smart sortin…
D 45 66 48 33 0 22 81 84
14763
lucky-dersan
Gemini MCP Server Claim
A Python-based MCP server that enables integration of Gemini AI models with MCP…
D 45 66 48 33 0 18 81 91
14764
jakenuts
An MCP server for searching and visualizing SolarWinds Observability logs, allo…
D 45 66 51 30 0 25 81 82
14765
figstra
UseWebhook MCP Claim
Enables generating webhook endpoints for testing, inspecting and comparing HTTP…
D 45 64 62 17 0 39 95 57
14766
pgzhang
Enables web search capabilities through a remote smart search API with configur…
D 45 66 78 0 0 27 81 84
14767
cyberweasel777
BotIndex Claim
Access a comprehensive suite of market intelligence for sports betting, cryptoc…
D 45 66 60 10 0 32 81 92
14768
tponscr-debug
Oracle-H Claim
Secure critical actions by requiring real-time human approval via Telegram befo…
D 45 66 66 10 0 21 81 93
14769
bhushangitfull
Manage files and folders directly from your workspace. Read and write files, li…
D 45 66 52 20 0 33 71 99
14770
z23cc
A complete Midjourney MCP server that provides image generation features throug…
D 45 66 54 28 0 16 81 89
14771
raju-deriv
Deriv API MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with the…
D 45 66 45 30 0 19 81 96
14772
rajeshmalaisamy
An MCP server that provides jokes on demand, allowing users to request differen…
D 44 66 33 25 0 41 81 93
14773
esign-cn-open-source
e签宝 MCP Server Claim
基于 Model Context Protocol (MCP) 的电子签署工具,支持文件上传、PDF转换、签署流程创建和状态查询等功能。
D 44 66 72 0 0 22 81 91
14774
Surendhar-23
NoteFlow-MCP Claim 1
An MCP server that used to create notes
D 44 66 35 32 0 32 81 93
14775
crisschan
MCP-Repo2LLM Claim 1
A MCP server that transforms code repositories from GitHub, GitLab, or local di…
D 44 66 33 26 0 42 81 94
14776
Tathagat017
A comprehensive document analysis server that performs sentiment analysis, keyw…
D 44 66 48 26 0 16 81 92
14777
handaas
Provides manufacturing enterprise production capability analysis including capa…
D 44 66 60 35 0 22 81 64
14778
Flux159
MCP Server Modal Claim 2
An MCP server that allows users to deploy Python scripts to Modal directly from…
D 44 66 63 51 0 20 81 37
14779
alperenkocyigit
Discover co-authors and collaboration networks for any researcher. Extract rese…
D 44 66 64 10 0 19 81 91
14780
ericnsibley
An MCP server that connects to a SQLite database of Zillow real estate data, en…
D 44 66 29 41 0 28 81 93
14781
mike-novum
Jira MCP Server Claim 1
An MCP server that enables interaction with the Jira API to retrieve time-track…
D 44 55 39 27 32 76 46
14782
scmdr
A Model Context Protocol server that enables AI models to interact with SourceS…
D 44 66 51 36 0 20 81 76
14783
shiroi1229
Enables remote command execution on SSH hosts (NAS, Linux, VPS) through an HTTP…
D 44 66 54 26 0 21 81 80
14784
xiaobenyang-com
How-To-Cook Claim
An AI recipe recommendation server based on the MCP protocol, providing functio…
D 43 66 72 36 0 44 81 20
14785
m-mcp
An MCP image generation server based on the Flux Schnell model that provides AP…
D 43 66 50 21 0 22 81 88
14786
emi-dm
An MCP server that enables intelligent searching, filtering, and exporting of S…
D 43 66 39 32 0 24 81 85
14787
heyibad
Enables interaction with QuickBooks Online through OAuth authentication. Suppor…
D 43 55 56 12 26 81 35
14788
secureprivacy
secure-privacy-mcp Claim 1
An MCP server that automatically integrate GDPR-compliant cookie consent banner…
D 43 66 51 38 0 33 74 63
14789
microchipgnu
MCPlace Claim
A tribute to r/place. MCPlace is a shared canvas for MCP clients.
D 43 66 62 10 0 22 82 84
14790
RayYokoyama
Qase MCP Server Claim 1
A Model Context Protocol server that integrates with the Qase test management p…
D 43 66 57 25 0 23 81 69
14791
paolaalim
Provide a Python-based MCP server that offers tools for word frequency counting…
D 42 64 30 21 0 21 95 92
14792
guanqun-yang
MAC Address Claim
Retrieve the current device's MAC address instantly. Use it to identify a devic…
D 42 55 24 15 N/A 16 83 75
14793
minitim222
Discover and search Harvard's course catalog by code, title, or instructor. Exp…
D 42 66 42 10 0 22 83 99
14794
cesarvarela
Alpaca MCP Server Claim
MCP server that exposes Alpaca Market Data & Broker API as tools, enabling acce…
D 41 55 60 0 30 80 27
14795
mctx-ai
Bible Study Claim
Study the Bible in its original languages, trace themes across both testaments,…
D 41 66 62 10 0 77 81 26
14796
orange-fruit01
mcp-crawler Claim
It crawls website
D 41 66 42 15 0 19 81 90
14797
TranThienTrong
asset-auto-generator Claim 1
An MCP server that provides asset auto generator
D 40 66 15 46 0 29 78 83
14798
jademind
Enables interaction with Amazon's Product Advertising API to search for and ret…
D 40 66 48 22 0 40 81 52
14799
amirbiron
An extended MCP server for managing code snippets, performing code analysis, an…
D 40 66 54 38 0 27 80 36
14800
data-skunks
A Model Context Protocol server implementation that integrates with KeywordsPeo…
F 38 66 39 0 0 18 81 94
Showing 14751–14800 of 33842 servers
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