MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10401
nikhil-grayscale
Enables searching the National Library Board Singapore catalogue by title, auth…
C 65 55 68 42 40 81 92
10402
serkan-ozal
Driflyte MCP server which lets AI assistants query topic-specific knowledge fro…
C 65 66 82 70 0 64 81 100
10403
Jannled
Doorstop MCP Claim
Enables interaction with the Doorstop requirements management framework, allowi…
C 65 54 60 37 N/A 45 90 95
10404
panz2018
FastAPI MCP SSE Claim 1
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
C 65 55 76 26 45 81 94
10405
langcare
langcare-mcp-fhir Claim
An MCP FHIR server written in Go for EMR systems like Epic and Cerner
C 65 64 96 41 0 74 92 94
10406
tcpipuk
MCP Server Claim 1
A server that enables AI assistants like Claude to safely run Python code and a…
C 65 55 90 32 43 82 72
10407
glucn
MCP DNS Claim
A Model Context Protocol tool that provides DNS querying capabilities for vario…
C 65 55 54 100 41 81 41
10408
JonoCX
Strava MCP Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 54 60 38 N/A 39 95 90
10409
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10410
yesdevcn
YesDev MCP Server Claim
Automatically logs developer work hours and manages tasks, projects, requiremen…
C 65 55 68 100 25 81 35
10411
leejersey
Hexo Blog MCP Server Claim 1
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
C 65 54 54 56 N/A 35 90 86
10412
markvp
A Node.js package that provides Model Context Protocol server infrastructure fo…
C 65 55 84 70 55 81 21
10413
saurabhsharma2u
search-console-mcp Claim 1
An MCP server to interact with Google Search Console and Bing Webmasters.
C 65 54 49 38 N/A 80 83 87
10414
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10415
tarun7r
An MCP server for fetching cricket data from Cricbuzz, including player statist…
C 65 55 57 53 38 81 96
10416
XiangWanggithub
Enables AI assistants to manage Gmail accounts through natural language for tas…
C 65 55 60 43 43 80 100
10417
Quantum-369
Enables interaction with Gmail through the Gmail API to read, send, and manage …
C 65 55 68 41 42 81 89
10418
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 66 84 71 0 64 81 91
10419
pipeworx-io
Provides world country data from the REST Countries API, enabling search by nam…
C 65 55 94 0 47 81 100
10420
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
10421
huanongfish
ArXiv MCP Server Claim 1
Enables AI assistants to search and access arXiv research papers through a simp…
C 65 55 78 74 43 81 38
10422
Kiruthick7
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
C 65 54 56 40 N/A 42 95 92
10423
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10424
highlight-ing
YouTube Integration Claim 1
Enables extraction of transcript text from YouTube videos by providing the vide…
C 65 55 68 57 15 81 94
10425
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10426
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 55 54 62 23 81 100
10427
shengshu-ai
Vidu MCP Claim
Provides access to Vidu's video generation models for creating high-quality vid…
C 65 55 72 43 45 80 81
10428
QBT-Labs
openmm-mcp Claim 1
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
C 65 55 76 0 77 81 100
10429
vltansky
GlitchTip MCP Server Claim 1
Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and…
C 65 55 68 100 25 76 41
10430
knishioka
Cost Management MCP Claim 1
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
C 65 55 85 57 60 81 36
10431
gregpriday
Memory MCP Claim 1
An MCP server that provides AI assistants with persistent, semantic memory usin…
C 65 55 45 100 35 81 56
10432
snippetWizard
Converts plain text scripts into structured storyboards with shot breakdowns us…
C 65 55 60 57 42 81 79
10433
berlinbra
A Model Context Protocol server for reading and analyzing binary files, with in…
C 65 54 75 41 N/A 16 95 87
10434
JacksCodeVault
Provides AI assistants with access to comprehensive Safaricom Daraja API docume…
C 65 55 72 41 43 81 86
10435
Devansh-365
A Python-based MCP server that enables AI assistants to search for infographics…
C 65 55 72 46 27 81 93
10436
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10437
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10438
a21071
A Model Context Protocol server that enables performing PostgreSQL database ope…
C 65 55 71 100 23 78 35
10439
jigarbhoye04
MATLAB MCP Server Claim
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
C 65 54 66 31 N/A 43 95 88
10440
moosin76
Provides tools for AI assistants to explore and interact with MariaDB databases…
C 65 55 80 61 22 78 71
10441
mhalle
Datasette MCP Claim 1
A Model Context Protocol server that provides read-only access to Datasette ins…
C 65 55 65 51 24 82 94
10442
JahidHasanCO
DeviceMCP Claim
Provides cross-platform device information including system specs, battery stat…
C 65 54 54 47 N/A 27 95 100
10443
Sasuke-inu
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
C 65 55 72 35 40 81 93
10444
hoihosick
Enables digital forensic analysis of Windows shortcut (LNK) files from E01 disk…
C 65 54 72 50 N/A 19 95 78
10445
kylastech
Kylas CRM MCP Server Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 54 53 43 64 83 90
10446
dkb12138ggg
A powerful AI service platform that provides complete MCP tool calling capabili…
C 65 55 74 33 41 81 93
10447
ollimenzel
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
C 65 55 45 55 47 81 100
10448
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10449
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10450
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
Showing 10401–10450 of 67197 servers
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