MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5651
yourtechtribe
MCP-Odoo Claim
A bridge that allows AI agents to access and manipulate Odoo ERP data through a…
B 73 55 82 56 44 81 96
5652
ampcome-mcps
Time MCP Server Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 55 78 75 N/A 40 95 63
5653
Y5ive9ine
DICOM MCP Server Claim
Enables AI assistants to query, read, download, and move medical imaging data o…
B 73 55 88 45 45 81 99
5654
PedroDnT
A Model Context Protocol server that enables Claude to perform advanced web res…
B 73 55 81 58 40 80 98
5655
GeLi2001
Statsig MCP Server Claim
Enables AI assistants to interact with Statsig's feature management and experim…
B 73 55 84 58 43 81 92
5656
h-lu
CNKI MCP Server Claim 1
Enables AI agents to search and retrieve academic papers from China National Kn…
B 73 55 54 100 N/A 26 95 81
5657
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5658
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5659
Heelc
vmysql-mcp Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
B 73 55 66 67 60 82 91
5660
jesamkim
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
B 73 55 80 100 N/A 26 95 44
5661
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5662
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5663
mako10k
Web Proxy MCP Server Claim 1
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
B 73 54 78 68 N/A 23 90 93
5664
VictoriaMetrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
B 73 55 72 46 N/A 79 82 93
5665
niuzaishu
QueryNest Claim 2
A MongoDB multi-instance query service built on MCP that provides intelligent d…
B 73 55 90 100 41 81 32
5666
moonbirdai
eBird MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to access bird observ…
B 73 55 85 66 24 81 93
5667
themindmod
Allows AI agents to control web browser sessions via Selenium WebDriver, enabli…
B 73 54 66 65 N/A 39 92 95
5668
BlocktopusLtd
Integrates Google Play Store management tools with AI assistants to handle app …
B 73 55 66 71 41 80 100
5669
dfkai
XTQuantAI Claim 1
An MCP server that integrates the XTQuant quantitative trading platform with AI…
B 73 54 71 68 N/A 42 95 82
5670
lamdanghoang
Beep MCP Server Claim
Enables AI assistants to interact with the Beep platform to manage bounties, as…
B 73 55 78 72 27 81 97
5671
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5672
chatmcp
Query and summarize your chat messages with AI prompts.
B 73 54 96 52 N/A 26 90 86
5673
SanketSKasar
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
B 73 55 90 43 55 81 93
5674
5ajaki
Enables Claude to interact with Ethereum nodes, allowing users to check ENS tok…
B 73 55 86 56 38 76 98
5675
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5676
zhiwei5576
Excel MCP Server Claim
Enables seamless reading, writing, and analyzing of Excel files through Model C…
B 73 55 60 62 67 82 100
5677
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5678
samwang0723
Provides AI-powered search, research, and reasoning capabilities through integr…
B 73 54 62 62 N/A 47 95 97
5679
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5680
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 54 70 62 51 80 98
5681
joelgombin
MCP Wikidata Server Claim 1
Provides access to Wikidata for Large Language Models through the Model Context…
B 73 55 80 61 42 82 90
5682
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 55 60 60 67 81 99
5683
appleton
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
B 73 55 71 100 20 81 78
5684
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
5685
curiositech
Provides stateful prompt optimization using research-backed techniques like APE…
B 73 55 90 68 28 80 86
5686
qonto
Qonto MCP Server Claim
Enables AI assistants to access Qonto financial data including organization inf…
B 73 44 54 40 95 99
5687
djodjonx
Enables security scanning for npm dependencies by checking manifest and lockfil…
B 73 55 66 58 67 82 93
5688
htakeda777
Enables text-to-image generation using the fal.ai GPT image-1 API. It provides …
B 73 55 80 70 21 81 100
5689
offbeat-studio
Shioaji MCP Server Claim 3
An MCP server that provides standardized access to the SinoPac Securities Shioa…
B 73 55 71 100 62 80 46
5690
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5691
skydeckai
AiDD MCP Server Claim
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
B 73 55 84 53 47 81 94
5692
TickHaiJun
MCP MySQL Server Claim
A tool service that enables AI agents to interact with MySQL databases through …
B 73 55 84 57 42 81 94
5693
Tyru5
Provides tools to interact with the Linear API, allowing users to fetch tasks, …
B 73 55 86 67 23 81 96
5694
marie6789040106650
Chrome MCP Server Claim
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
B 73 54 94 33 N/A 47 95 89
5695
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5696
hechtcarmel
Vertica MCP Server Claim
Enables AI assistants to query and explore Vertica databases through natural la…
B 73 55 84 63 38 80 93
5697
crtormo
Project Memory Claim
An intelligent personal CRM that processes WhatsApp conversations to build a se…
B 73 54 84 58 N/A 24 95 93
5698
Kallows
A Python implementation of an MCP server that enables secure, local Bitbucket i…
B 73 54 86 58 N/A 22 89 99
5699
MonadsAG
capsulecrm-mcp Claim
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
B 73 54 62 68 N/A 49 92 90
5700
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
Showing 5651–5700 of 67197 servers
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