MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
sudomock
SudoMock ⚡ Claim
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
C 61 5⁄5 ◉ ⏳ 76 10 — 57 69 98
12552
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 5⁄5 ◉ ⏳ 54 55 — 22 81 87
12553
deploya-labs
AI-driven browser automation server that implements the Model Context Protocol …
C 60 5⁄5 ◉ ⏳ 54 82 N/A 41 95 19
12554
HeetVekariya
Linear Regression MCP ⚡ Claim 1
An MCP server that enables Claude to train a linear regression model by simply …
C 60 5⁄4 ◉ ⏳ 47 40 N/A 24 92 92
12555
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 5⁄5 ◉ ⏳ 54 37 — 25 82 99
12556
hunterphillips
sn-mcp ⚡ Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 5⁄5 ◉ ⏳ 54 38 — 30 81 97
12557
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 5⁄5 ◉ ⏳ 56 82 N/A 19 95 31
12558
bkoseda
Chess MCP Server ⚡ Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 5⁄5 ◉ ⏳ 56 82 — 24 81 44
12559
KairosMobius
memory-nexus-mcp ⚡ Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 6⁄6 ◉ ⏳ 72 70 0 57 70 92
12560
landscapedotcl
MCP Veracode Claim 1
An MCP server that enables users to interact with Veracode security services th…
C 60 5⁄5 ◉ ⏳ 33 67 — 35 76 91
12561
SekusRevo
Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by …
C 60 5⁄5 ◉ ⏳ 54 53 — 19 81 85
12562
tamerh
BioBTree Claim
A unified biomedical graph database that integrates 50+ primary data sources — …
C 60 6⁄6 ◉ ⏳ 90 46 0 52 78 92
12563
DevAdalat
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
C 60 5⁄5 ◉ ⏳ 39 57 — 42 81 81
12564
rochitl72
Enables AI agents to perform e-commerce operations including product search, bu…
C 60 5⁄5 ◉ ⏳ 54 53 — 21 81 82
12565
yting27
Weather MCP MY ⚡ Claim
Model Context Protocol (MCP) server that provides weather forecast, warnings, w…
C 60 5⁄5 ◉ ⏳ 54 27 — 46 81 93
12566
alan5543
flight-search-mcp ⚡ Claim
C 60 5⁄4 ◉ ⏳ 60 42 N/A 21 95 75
12567
Racy324
Weather MCP Server ⚡ Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 5⁄5 ◉ ⏳ 54 31 — 42 81 94
12568
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 81 77
12569
kukapay
An MCP server that tracks the historical changes of Twitter usernames.
C 60 5⁄5 ◉ ⏳ 51 33 — 38 83 94
12570
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 5⁄5 ◉ ⏳ 60 17 — 44 81 100
12571
mlazag
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 60 5⁄5 ◉ ⏳ 48 45 — 26 81 95
12572
bader1919
Odoo MCP Server ⚡ Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
C 60 5⁄5 ◉ ⏳ 66 47 — 18 80 79
12573
siberianwm
A minimal MCP server that provides current time information with configurable t…
C 60 5⁄5 ◉ ⏳ 60 32 — 24 81 100
12574
rhamsagar-sf
Enables semantic search and question-answering over FAQ documents using RAG (Re…
C 60 5⁄5 ◉ ⏳ 54 51 — 22 81 88
12575
xcollantes
Jira MCP ⚡ Claim
Enables control and interaction with Jira through the Jira Command Line interfa…
C 60 6⁄6 ◉ ⏳ 72 61 0 74 67 96
12576
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 5⁄4 ◉ ⏳ 54 33 N/A 21 95 90
12577
y7ut
mcp-tavily-search ⚡ Claim
Use Tavily Search to search for news pages or images.
C 60 5⁄5 ◉ ⏳ 64 23 — 46 81 87
12578
ebwinters
Chunky MCP ⚡ Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 5⁄4 ◉ ⏳ 51 30 N/A 43 92 88
12579
JackKuo666
Weather-MCP-Server ⚡ Claim
This is a Model Context Protocol (MCP) server that provides weather information…
C 60 5⁄5 ◉ ⏳ 60 31 — 23 81 100
12580
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 5⁄5 ◉ ⏳ 60 82 — 42 81 22
12581
benzaidfoued
Velero MCP Server ⚡ Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 5⁄5 ◉ ⏳ 42 55 — 31 81 87
12582
danfmaia
Utility MCP Server ⚡ Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 5⁄5 ◉ ⏳ 54 41 — 22 81 97
12583
plgonzalezrx8
EasyWebhook-MCP ⚡ Claim
Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint …
C 60 5⁄5 ◉ ⏳ 60 38 — 24 80 93
12584
yooztech
yooztech_mcp_mysql ⚡ Claim
Enables secure read-only access to MySQL databases with automatic database infe…
C 60 5⁄5 ◉ ⏳ 54 37 — 47 81 83
12585
srgsanky
A demo server that allows AI models to manage a personal reading list stored in…
C 60 5⁄4 ◉ ⏳ 48 27 N/A 35 91 99
12586
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 5⁄5 ◉ ⏳ 60 60 — 33 81 60
12587
Azoraqua
Minestom MCP Server ⚡ Claim 2
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 60 5⁄5 ◉ ⏳ 63 20 — 63 82 78
12588
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 6⁄6 ◉ ⏳ 72 73 0 42 81 91
12589
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 6⁄6 ◉ ⏳ 96 38 0 80 78 77
12590
nishant-Tiwari24
A Multi-Server Control Plane system that enables natural language querying of j…
C 60 5⁄5 ◉ ⏳ 72 28 — 18 81 91
12591
TourAround
lystbot ⚡ Claim
Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST A…
C 60 5⁄5 ◉ ⏳ 76 0 N/A 41 81 100
12592
Intelligence08
Video Editor MCP ⚡ Claim
Enables users to upload, search, edit, and generate videos through Video Jungle…
C 60 6⁄6 ◉ ⏳ 92 62 0 24 81 91
12593
kamath
Local Terminal ⚡ Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 5⁄4 ◉ ⏳ 42 47 N/A 14 95 99
12594
kukapay
honeypot-detector-mcp ⚡ Claim 1
An MCP server that detects potential honeypot tokens on Ethereum, BNB Smart Cha…
C 60 5⁄5 ◉ ⏳ 45 41 — 38 81 97
12595
Nothflare
gaslighting-mcp ⚡ Claim
A fake web search server that generates LLM-powered search results and full art…
C 60 5⁄5 ◉ ⏳ 54 22 — 45 81 100
12596
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 5⁄5 ◉ ⏳ 70 26 — 26 77 97
12597
BearNetwork-BRNKC
SketchupMCP Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
C 60 5⁄5 ◉ ⏳ 60 31 — 43 81 87
12598
thuong204
A remote Model Context Protocol server that runs on Cloudflare Workers without …
C 60 5⁄5 ◉ ⏳ 48 56 — 21 81 89
12599
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 6⁄6 ◉ ⏳ 90 46 0 55 81 92
12600
Webdev3-digi
fastalert-mcp ⚡ Claim
C 60 6⁄4 ◉ ⏳ 78 67 0 24 95 89
Showing 12551–12600 of 69111 servers
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