MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13351
brkhrdt
tidbits-memory Claim
Enables AI agents to record and rank learnings, facts, and methods through a co…
C 58 55 62 22 27 83 90
13352
billumi
A tutorial-based MCP server that fetches real-time weather data from the OpenWe…
C 58 55 56 17 42 80 96
13353
Redtri-git
Ecomm MCP Server Claim
Enables product search and retrieval from e-commerce APIs, returning markdown-f…
C 58 55 54 62 19 81 66
13354
HyprerNova
An MCP server that integrates with the Zerodha KiteConnect API to facilitate pr…
C 58 55 29 70 29 71 92
13355
complexdevel
Enables management of Azure Cloud PCs using the Microsoft Graph API, allowing u…
C 58 55 54 15 44 81 99
13356
ddkang1
MCP Think Claim 1
A Model Context Protocol server that provides AI assistants like Claude with a …
C 58 55 45 20 54 81 97
13357
RBLPaul-coder
MCP Calculator Claim 1
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
C 58 55 72 25 24 83 80
13358
jkang8
mcp-obsidian Claim 1
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
C 58 54 33 35 N/A 30 95 97
13359
felores
Airtable MCP Server Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 66 79 60 0 32 81 94
13360
TheTailorRetailored
LaTeX MCP Server Claim
A server that enables compilation of LaTeX documents to PDF and management of r…
C 58 55 66 33 18 80 86
13361
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 54 54 17 N/A 21 95 100
13362
upamune
human-mcp Claim 1
An MCP server that allows AI assistants to utilize human capabilities by sendin…
C 58 54 47 25 N/A 43 92 86
13363
uneco
Git Polite Claim
Enables AI agents to intelligently organize Git changes into clean, focused com…
C 58 55 54 15 56 81 89
13364
johnneerdael
Cursor MCP Server Claim 1
Acts as a bridge between Claude's desktop application and the Cursor editor, en…
C 58 66 78 58 0 41 80 87
13365
haripriyagullipalli
Provides real-time TBC Bank development standards compliance checking and code …
C 58 55 48 36 26 81 100
13366
Rish-it
NotesY Claim
A Claude MCP integration that allows seamless interaction with Apple Notes thro…
C 58 55 54 82 N/A 20 95 23
13367
lochgeo
kube-mcp Claim 1
An MCP server that enables interaction with Kubernetes/Minikube clusters throug…
C 58 55 35 68 38 81 64
13368
rhuanca
Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…
C 58 54 42 31 N/A 27 95 92
13369
skudskud
A proof-of-concept server implementing the Model Context Protocol that enables …
C 58 55 62 32 15 81 93
13370
logesh-001
Enables direct execution of PostgreSQL queries through the Model Context Protoc…
C 58 55 66 25 21 81 91
13371
GravityPhone
MongoDB-integrated MCP server for documenting and analyzing LLM safety challeng…
C 58 66 84 58 0 38 76 86
13372
shivam3-garg
Paytm MCP Server Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 55 60 30 25 77 93
13373
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13374
NguyenHuynhPhuVinh
GachaMCP Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
C 58 54 54 28 N/A 18 95 89
13375
pdogra1299
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
C 58 66 78 63 0 33 81 88
13376
Acidlambunk
Enables parsing of raw resume text into structured JSON format with organized s…
C 58 55 50 42 26 81 90
13377
vipin1000
Enables Claude AI to perform comprehensive file operations including reading, w…
C 58 55 56 33 23 81 95
13378
liangjunyu2010
A server that provides access to Baidu Cloud's content moderation capabilities …
C 58 55 56 35 39 81 76
13379
JunLovin
Said MCP Claim 1
A MCP server that provides real-time weather information for any city through a…
C 58 55 41 52 23 81 89
13380
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13381
brianstone
Jira MCP Server Claim 1
An MCP server that enables communication with Jira, allowing users to perform o…
C 58 66 63 70 0 44 81 93
13382
Stratoforce-AI-LLC
Enables AI assistants to query and analyze Salesforce pipeline data, including …
C 58 66 72 66 0 35 77 99
13383
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13384
schogini
This adds a border to an image and returns base64 encoded image
C 58 55 62 43 9 86 76
13385
shwetalsoni
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
C 58 54 48 33 N/A 21 95 89
13386
suraj2906
An MCP server that provides real-time weather alerts, forecasts, stock market d…
C 58 55 57 25 21 81 100
13387
SYNTAAI
Enables AI assistants to perform real-time SAP security audits and risk assessm…
C 58 55 66 10 43 80 93
13388 C 58 64 78 45 0 48 88 88
13389
woyaxnini
mcp-max-messenger Claim 1
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
C 58 54 69 0 41 82 99
13390
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13391
PONMANIAN-SA
WhatsApp MCP Claim 1
A Model Context Protocol server that enables interaction with WhatsApp through …
C 58 55 73 0 37 81 100
13392
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
13393
OptLTD
MCP PDF Server Claim
Provides tools for extracting text, performing OCR on scanned documents, and re…
C 58 54 42 32 N/A 23 92 98
13394
EasonC13-agent
Sui MCP Server Claim 2
An MCP server providing tools for Sui blockchain interaction, including wallet …
C 58 55 39 50 30 71 99
13395
bandageok
A unified local API gateway providing caching, rate limiting, and full Model Co…
C 58 55 94 27 25 81 47
13396
mongodb-developer
MongoDB MCP Server Claim
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
C 58 66 84 61 0 22 81 89
13397
yixiaowang2001
Enables interaction with Bilibili (B站) platform through API and web scraping. S…
C 58 55 60 31 21 81 91
13398
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13399
ctvidic
Strava MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with S…
C 58 55 45 43 31 78 92
13400
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
Showing 13351–13400 of 67226 servers
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