MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13651
PuemMTH
mcp-commands Claim 1
An MCP server for tracking and managing AI command usage history using a Postgr…
C 57 55 51 25 30 80 100
13652
2811jh
An AI-driven tool for processing survey data that supports cross-tabulation, NP…
C 57 54 50 31 N/A 25 91 82
13653
R-Yash
Enables basic mathematical operations through MCP protocol with add and multipl…
C 57 55 30 62 15 81 92
13654
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13655
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
13656
UpendraNath
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 55 60 28 26 81 86
13657
kathirt
Exposes backend APIs through Azure API Management as an MCP server to enable AI…
C 57 66 78 43 0 42 82 100
13658
dganesh5
An industry benchmarking tool that enables users to compare company metrics lik…
C 57 55 60 25 24 82 91
13659
bsahane
MCP Ansible Server Claim
Enables comprehensive Ansible automation management through natural language, i…
C 57 54 54 27 N/A 24 88 89
13660
keizman
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
C 57 55 54 33 46 81 72
13661
Tooflex
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 54 45 28 N/A 24 95 93
13662
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 66 80 50 0 30 80 99
13663
ScrapeGraphAI
Enable language models to perform advanced AI-powered web scraping with enterpr…
C 57 66 86 41 0 57 73 90
13664
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13665
vinayak-mehta
Linear MCP Server Claim 2
A Model Context Protocol server that integrates with Linear, enabling AI assist…
C 57 55 33 41 50 80 89
13666
shadowfax92
MCP Apple Calendars Claim 2
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
C 57 55 39 82 N/A 23 95 33
13667
Hale2000
mcp-mybatis Claim
A MyBatis configuration validation tool that checks for consistency between Jav…
C 57 54 48 35 N/A 30 90 82
13668
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13669
ralba316
An MCP server for Microsoft Copilot Studio that delivers jokes from multiple so…
C 57 55 45 17 46 83 100
13670
yshngg
pmcp Claim
🚀 A Prometheus Model Context Protocol Server.
C 57 55 68 22 73 81 42
13671
kkyy3402
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
C 57 55 54 30 19 80 96
13672
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
13673
rog0x
mcp-markdown-tools Claim 1
An MCP server that provides tools for analyzing, linting, formatting, and gener…
C 57 54 51 0 N/A 53 95 96
13674
neeraj-jhawar
MCP server that allows AI assistants to query and retrieve information about of…
C 57 55 60 20 16 82 100
13675
CYCWEB01
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
C 57 55 54 61 21 81 60
13676
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 54 66 22 N/A 41 95 55
13677
haojiasheng
Notes MCP Server Claim
Enables creating and managing text notes through MCP resources and tools. Provi…
C 57 54 30 52 N/A 14 95 91
13678
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13679
ryanmccauley
d2-mcp Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
C 57 66 66 66 0 32 81 96
13680
robuno
Enables querying and comparing product prices across different marketplaces wit…
C 57 55 54 37 21 81 86
13681
enzetan
Qixin API Service MCP Claim 1
Enables AI models to access comprehensive Chinese enterprise data from the Qixi…
C 57 55 48 71 26 76 55
13682
yura9011
Scythe MCP REAPER Claim
Enables AI-powered music composition and control for REAPER DAW through OSC and…
C 57 54 54 16 N/A 26 95 90
13683
ritvij14
crawl4ai-mcp Claim 1
An MCP Server for Web scraping and Crawling, built using Crawl4AI
C 57 54 39 33 N/A 26 91 95
13684
awakm618
Enables subnet mask calculations and network planning through MCP framework. Pr…
C 56 55 52 30 34 81 81
13685
Jimmy974
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
C 56 55 54 31 22 81 88
13686
arjuntheprogrammer
Enables creating Google Calendar meeting invites with automated authentication …
C 56 55 62 22 21 81 86
13687
timecamp-org
A Model Context Protocol server that provides time tracking integration with Ti…
C 56 66 57 72 0 32 81 93
13688
IdoY12
Enables file system operations such as listing, reading, and creating files wit…
C 56 54 48 27 N/A 24 87 94
13689
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13690
shree-bd
IntelliGlow Claim
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
C 56 55 42 36 18 80 100
13691
SpaceStation09
News Feed MCP Claim
Enables users to access up-to-date news through RSS feeds and read full article…
C 56 55 54 22 24 83 93
13692
joelGuerraArias
Enables automated sending of institutional emails via Gmail SMTP with authentic…
C 56 55 54 32 25 81 85
13693
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13694
mohamedouamer19
Enables comprehensive ransomware threat analysis through 25+ tools that interac…
C 56 55 56 27 16 81 92
13695
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13696
AlexlaGuardia
Mailchimp MCP Server Claim 1
A production-grade MCP server that integrates with the Mailchimp Marketing API …
C 56 55 60 0 45 82 99
13697
rajnandan1
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
C 56 66 78 70 0 24 81 75
13698
Swayingleaves
Enables direct interaction with CockroachDB databases in Cursor, allowing users…
C 56 55 60 33 23 74 87
13699
NANDI-Services
nandi-proxmox-mcp Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 55 56 0 N/A 66 70 99
13700
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
Showing 13651–13700 of 66502 servers
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