MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8751
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
8752
DeamonDev888
WhatsApp MCP Server Claim 1
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
C 68 54 61 57 N/A 35 88 93
8753
JackXuyi
Get information about the current operating environment
C 68 54 72 47 N/A 47 80 93
8754
Wladastic
AutoProbeMCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
C 68 55 75 82 49 81 44
8755
gts360
Django MCP Server Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 55 72 60 59 81 62
8756
filipecalegario
strateegia MCP Server Claim 1
An integration server that enables AI assistants like Claude or Cursor to acces…
C 68 55 80 87 25 81 47
8757
rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
C 68 54 78 37 N/A 36 90 90
8758
199-mcp
MCP Wait Timer Server Claim 1
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
C 68 55 78 70 46 83 51
8759
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
8760
dryeab
mcp-telegram Claim 2
MCP Server for Telegram
C 68 55 77 40 N/A 54 80 89
8761
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 55 76 87 N/A 26 95 40
8762
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
8763
kongyo2
An MCP (Model Context Protocol) server for handling GitHub URLs with validation…
C 68 55 60 100 43 84 43
8764
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8765
Y1L1N10
XMind Generator MCP Claim 1
An MCP server that enables users to generate structured XMind mind maps with hi…
C 68 54 51 62 N/A 58 89 83
8766
Cyberweasel777
botindex-mcp-server Claim 3
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…
C 68 55 60 100 N/A 34 81 53
8767
loli0123456789
MCP Web Chat Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
C 68 54 74 61 N/A 16 95 82
8768
safurrier
MCP Filesystem Server Claim 2
A Model Context Protocol server that provides secure and intelligent interactio…
C 68 54 73 36 N/A 52 89 88
8769
Tai-DT
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
C 68 55 90 31 55 71 89
8770
cdepool
Enables management of ride-sharing operations including searching for available…
C 68 55 72 58 27 81 93
8771
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
8772
StdioA
beancount-mcp Claim
MCP Server to query from your Beancount ledger, or submit transaction.
C 68 54 84 28 N/A 45 87 92
8773
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8774
rookiejefren
AutoDev MCP Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
C 68 54 66 58 N/A 34 87 89
8775
Teninq
cdisc-mcp Claim
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
C 68 55 72 46 32 84 100
8776
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 68 55 66 61 26 81 99
8777
hypermodel-labs
Analyzes git changes in repositories and generates conventional commit messages…
C 68 55 70 62 43 71 91
8778
overstarry
qweather-mcp Claim
a qweather mcp server
C 68 54 54 68 N/A 33 83 98
8779
danilofalcao
GLM Vision Server Claim
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
C 68 54 66 40 N/A 42 95 92
8780
davidkingzyb
SCAST MCP Server Claim 1
Converts code into UML diagrams and flowcharts through static analysis, enablin…
C 68 55 72 58 49 71 86
8781
Cryptoptimiste
Haloscan MCP Server Claim 2
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
C 68 55 81 68 30 80 69
8782
rrmistry
tilt-mcp Claim 1
A Model Context Protocol server that integrates with Tilt to provide programmat…
C 68 54 57 36 N/A 76 90 90
8783
waldur
Waldur MCP Server Claim
The Waldur MCP Server facilitates interaction with Waldur instances via MCP, al…
C 68 55 72 35 55 81 96
8784
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 55 72 62 21 81 94
8785
mattlemmone
Expo MCP Server Claim 1
A Model Context Protocol server that provides development and debugging tools f…
C 68 54 59 57 N/A 23 95 100
8786
ydb-platform
ydb-mcp Claim 1
MCP server for interacting with [YDB](https://ydb.tech) databases
C 68 55 63 37 67 83 96
8787
nadavgb-atom
ib-async-mcp Claim 1
An MCP server that provides an interface for the Interactive Brokers API via th…
C 68 55 69 74 N/A 46 95 49
8788
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
8789
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
8790
w-jeon
mcp-brave-search Claim 1
brave search
C 68 55 78 61 22 81 87
8791
JangHyuckYun
An MCP server for intelligent YouTube video analysis that provides token-optimi…
C 68 55 73 31 64 78 99
8792
PortlandKyGuy
Dynamic MCP Server Claim
Creates custom MCP servers from JSON configuration files that can execute AI-po…
C 68 54 78 57 N/A 68 90 43
8793
wiltshirek
MCP IDE Bridge Claim
A stateless MCP server that enables real-time, bidirectional messaging and coll…
C 68 55 78 43 50 81 87
8794
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
8795
rafsilva85
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
C 68 54 72 20 N/A 65 92 96
8796
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 55 72 100 N/A 45 95 14
8797
hafizrahman
An integration tool that allows users to fetch weather alerts/forecasts from th…
C 68 55 64 58 28 82 100
8798
Lillard01
Provides comprehensive Quarkdown document processing capabilities, enabling AI …
C 68 55 90 33 40 81 91
8799
preshlele
Enables automated customer reminder management by connecting to Google Sheets t…
C 68 55 78 51 20 81 100
8800
florenciakabas
xai-toolkit Claim
Provides deterministic, plain-English narratives explaining machine learning mo…
C 68 54 60 58 N/A 32 95 91
Showing 8751–8800 of 66484 servers
« Prev 1 174 175 176 177 178 1330 Next »