MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29623
Scored
2112
Verified
16952
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9951
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
9952
mrwan84
ThinkPLC-MCP Claim
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
C 66 55 60 66 27 76 93
9953
Be-Infinitum
Pulse MCP Server Claim
Enables interaction with the Pulse usage-based billing platform to track meteri…
C 66 55 60 60 32 80 90
9954
264Gaurav
Weather MCP Server Claim
Demonstrates creating and connecting an MCP weather server using FastMCP, with …
C 66 54 76 28 N/A 26 95 100
9955
danielcy
Exposes Coze workflows as MCP tools, allowing AI clients to discover and execut…
C 66 55 78 43 34 81 87
9956
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9957
dymk
AskDocs MCP Server Claim
Enables semantic search and retrieval of information from technical documentati…
C 66 55 72 43 28 81 98
9958
iamnotagentleman
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
C 66 55 68 38 44 81 99
9959
steveswain14
This MCP server verifies that an agent’s claimed tool output matches the actual…
C 66 54 68 35 N/A 44 95 85
9960
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 55 80 70 18 80 64
9961
jjsantos01
QGIS MCP Claim
connects QGIS Desktop to Claude AI through the MCP. This integration enables pr…
C 66 54 84 27 N/A 37 80 98
9962
danilat
DNDzgz MCP Server Claim 1
An MCP server that provides real-time information about the Zaragoza tram syste…
C 66 55 51 67 33 80 97
9963
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
9964
lijianye521
Link MCP Claim
Enables intelligent web document scraping and conversation memory management fo…
C 66 55 72 83 28 81 52
9965
jaokuohsuan
Draw Things MCP Claim 1
An integration that allows Cursor AI to generate images through the Draw Things…
C 66 54 60 55 N/A 35 88 88
9966
proxy-intell
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
C 66 55 57 53 N/A 49 82 91
9967
pranavms13
Web Search MCP Claim
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
C 66 54 64 33 N/A 44 95 93
9968
aliyun
A universal interface that enables AI Agents to communicate with Hologres datab…
C 66 55 78 28 44 81 94
9969
mihalik
Me-MCP Claim
A personal MCP Server that allows AI agents to retrieve your resume and contact…
C 66 55 62 60 44 81 81
9970
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 55 78 40 33 81 93
9971
ishandotsh
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
C 66 55 64 62 22 81 91
9972
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
9973
nagarjun226
Sushi MCP Server Claim
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
C 66 55 72 33 42 82 98
9974
dpshade
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
C 66 55 56 51 45 84 95
9975
I-CAN-hack
pdf-mcp Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 54 49 47 N/A 52 90 96
9976
BACH-AI-Tools
NASA MCP Server Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 55 62 83 55 81 40
9977
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
9978
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
9979
RecursiveRabbit
AI BBS Claim 1
An MCP server that enables direct AI-to-AI communication through a bulletin boa…
C 66 55 81 37 22 82 97
9980
delian-research
brain-mcp Claim 1
An MCP server for managing Obsidian-style note vaults, providing tools for full…
C 66 54 53 62 N/A 30 90 90
9981
kanlanc
Lodestar MCP Server Claim 1
This is an MCP server that facilitates building tools for interacting with vari…
C 66 54 50 67 N/A 20 90 94
9982
yejelim
Enables natural language exploration and advanced analysis of VitalDB medical d…
C 66 55 80 91 N/A 22 95 17
9983
LuniaKunal
twitter-mcp Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
C 66 54 66 43 N/A 24 95 92
9984
GitGuardian
ggmcp Claim
MCP server for scanning and remediating hardcoded secrets using GitGuardian’s A…
C 66 55 84 33 N/A 61 82 67
9985
JayDevelops
Pokemon MCP Server Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 55 70 100 25 81 38
9986
aahl
AkTools MCP Server Claim 1
MCP Server for stock and crypto
C 66 55 47 100 N/A 76 95 12
9987
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
9988
adarshem
MCP Weather Server Claim 1
A Model Context Protocol server that provides tools to fetch weather alerts for…
C 66 55 53 100 43 81 43
9989
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 54 72 43 N/A 16 95 95
9990
pepo1275
MCP4GVA Claim
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
C 66 55 78 87 21 81 43
9991
RusianHu
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
C 66 55 62 100 N/A 39 92 23
9992
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9993
zhengyun1008
Provides access to MySQL databases with fine-grained access control, supporting…
C 66 55 78 32 45 81 89
9994
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
9995
Mtar786
Example MCP Server Claim
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
C 66 55 60 82 N/A 23 95 59
9996
lordbasilaiassistant-sudo
base-flash-arb-mcp Claim 2
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
C 66 55 51 100 N/A 34 95 37
9997
skutry
credential-free Claim 1
Scans code for exposed secrets, API keys, tokens, and credentials across 69 pat…
C 66 55 72 33 39 83 100
9998
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
9999
shengchao73
Meme MCP Server Claim 2
A Model Context Protocol server for managing, searching, and retrieving local m…
C 66 54 65 56 N/A 42 90 71
10000
kentakki416
A TypeScript-based MCP server that enables image editing operations including b…
C 66 54 60 65 N/A 21 95 81
Showing 9951–10000 of 48680 servers
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