MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4951
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4952
justfsl50
expense-mcp Claim
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
B 74 55 60 82 N/A 52 82 90
4953
pyang2045
Enables AI assistants to send push notifications to mobile devices via Pushover…
B 74 55 90 100 42 81 39
4954
mjrestivo16
UniFi MCP Server Claim
Enables comprehensive management of UniFi Network infrastructure through 24 too…
B 74 55 94 55 42 81 87
4955
ampcome-mcps
Enables task and project management in Todoist through natural language, suppor…
B 74 55 72 67 52 80 96
4956
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
4957
GoPlausible
algorand-mcp Claim 1
Algorand Local Model Context Protocol (Server & Client)
B 74 55 96 74 N/A 56 89 44
4958
vaebe
Server Time Claim
Retrieve the current time effortlessly with this server. Integrate time-fetchin…
B 74 54 62 71 N/A 60 90 84
4959
lu-zhengda
Sandboxed Python execution with automatic dependency management. Executes Pytho…
B 74 54 84 32 N/A 71 90 95
4960
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 55 66 75 53 83 90
4961
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
4962
adamryczkowski
Imagen MCP Server Claim
Enables image generation using Google's Imagen and other AI models through Nexo…
B 74 55 80 72 31 80 96
4963
BurtTheCoder
shodan Claim 1
MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
B 74 54 73 57 N/A 63 83 93
4964
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4965
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 55 70 71 54 83 91
4966
zereight
Sentry MCP Server Claim
Enables interaction with Sentry's error tracking platform to fetch and manage i…
B 74 55 84 75 24 81 90
4967
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4968
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
4969
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
4970
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
4971
GreatAuk
MCP Server Starter Claim 1
A TypeScript-based template for building Model Context Protocol servers, featur…
B 74 54 90 65 N/A 38 90 75
4972
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4973
dbsectrainer
MCP-native health monitoring that probes MCP servers using the list_tools proto…
B 74 44 58 N/A N/A 62 83 96
4974
rishikavikondala
AWS MCP Server Claim 2
A Model Context Protocol server implementation that enables Claude to perform A…
B 74 54 81 58 N/A 47 90 88
4975
bxzymy
MCP Recommender Claim
Provides intelligent recommendations for MCP servers based on development needs…
B 74 55 66 82 36 81 95
4976
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 54 90 27 N/A 64 89 98
4977
bmorphism
Slowtime MCP Server Claim 1
A secure Model Context Protocol server that manages time-based operations using…
B 74 54 96 57 N/A 17 90 92
4978
ctaylor86
Rendi MCP Server Claim
Enables cloud-based FFmpeg video and audio processing through the Rendi API, al…
B 74 55 78 72 37 81 94
4979
dayal-arnav05
Enables natural language interactions with Salesforce, allowing users to query …
B 74 55 86 56 51 81 91
4980
anu-june
Confluence MCP Server Claim 1
Enables AI assistants to interact with Atlassian Confluence Cloud by providing …
B 74 55 78 65 42 78 100
4981
nickjlamb
PubCrawl Claim
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
B 74 55 76 100 54 83 47
4982
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4983
roeiba
pmd Claim 1
MCP server for PMD static code analyzer - run code analysis and detect duplicat…
B 74 54 65 62 N/A 58 92 94
4984
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4985
hongnoul
mit-dining Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 54 66 68 N/A 38 92 100
4986
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 54 84 56 N/A 23 95 100
4987
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4988
Cyreslab-AI
Check if your accounts or passwords have been compromised in data breaches. Uti…
B 74 55 78 100 N/A 36 81 58
4989
aidenlab
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
B 74 55 63 75 45 82 100
4990
izaitsevfb
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
B 74 55 78 82 27 81 91
4991
Alurith
Umami MCP Server Claim
MCP server exposing Umami analytics (Cloud + self-hosted)
B 74 54 66 67 N/A 57 94 85
4992
carsol
monarch-mcp-server Claim
MCP server providing read-only access to Monarch Money financial data, enabling…
B 74 55 78 66 43 80 94
4993
dragonkhoi
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
B 74 55 90 70 N/A 44 71 85
4994
Handwriting-OCR
Handwriting OCR Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 54 90 61 N/A 21 90 95
4995
Ayaanisthebest
Enables AI assistants to interact with native Apple applications including Mess…
B 74 54 96 37 N/A 42 95 91
4996
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
4997
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
4998
behole
Interact with the Cooper Hewitt API with MCP.
B 74 55 96 100 44 78 33
4999
MUSE-CODE-SPACE
vibe-coding Claim 1
Auto-document vibe coding sessions - collect, summarize, and publish
B 74 54 72 71 N/A 50 90 83
5000
nika-is-nika
Enables users to organize, search, and manage a shared library of prompts acros…
B 74 54 94 46 N/A 34 92 94
Showing 4951–5000 of 67197 servers
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