MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24009
Scored
1218
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
NOVA-3951
Parcel MCP Server Claim
Enables AI assistants to track and manage deliveries by interacting with the Pa…
B 72 55 72 67 32 80 99
5852
cgize
Implements Anthropic's 'think' tool for Claude, providing a dedicated space for…
B 72 54 62 55 47 94 99
5853
RSS3-Network
RSS3 MCP Server Claim 2
An MCP server implementation that integrates the RSS3 API, allowing users to qu…
B 72 55 65 100 60 81 47
5854
gpartin
CryptoGuardClient Claim 1
Per-transaction deterministic crypto validator for AI trading agents. Validate …
B 72 66 84 66 42 74 80 87
5855
tuanpham197
Enables LLMs to search and read files in local and GitHub repositories, analyze…
B 72 55 84 100 29 81 45
5856
EzeLLM
Provides access to Tesla vehicle telemetry data via the Tessie API, enabling re…
B 72 55 90 51 24 83 100
5857
BACH-AI-Tools
ArXiv Paper MCP Claim
Enables searching, retrieving, and parsing academic papers from arXiv, includin…
B 72 55 80 57 52 81 84
5858
elizabethsiegle
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
B 72 55 94 62 29 80 80
5859
dsouza-anush
Enables AI agents to interact with Salesforce CRM data by executing SOQL querie…
B 72 55 86 60 24 80 99
5860
KasarLabs
Snak Claim
Build powerful and secure AI agents powered by Starknet.
B 72 55 90 33 58 82 94
5861
Positronikal
A comprehensive server that enables AI assistants to generate, configure, and m…
B 72 55 66 82 N/A 72 95 40
5862
nikola-arman
Pexels MCP Server Claim
Enables searching and retrieving high-quality stock photos from Pexels with adv…
B 72 55 78 67 21 81 100
5863
MarceauSolutions
Compare Uber and Lyft prices for any route in real-time with fare estimates, su…
B 72 55 90 61 24 81 92
5864
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5865
anshuljain90
zerodha-kite Claim 1
MCP server for Zerodha Kite Connect API - India's leading stock broker trading …
B 72 55 63 58 55 86 97
5866
web-agent-master
google-search Claim
A Playwright-based Node.js tool that bypasses search engine anti-scraping mecha…
B 72 54 76 63 N/A 38 90 82
5867
songlairui
Enables creation and management of knowledge graphs with entities, relationship…
B 72 55 80 68 21 81 94
5868
InfraMCP
SSH MCP Server Claim
Enables AI assistants to execute commands an
B 72 55 76 43 67 81 98
5869
aliargun
Model Context Protocol (MCP) server implementation that enables Claude Desktop …
B 72 55 92 40 58 81 87
5870
meetdhanani17
xgmem Claim 2
A TypeScript-based MCP server that provides project-specific knowledge graph me…
B 72 55 94 83 43 82 44
5871
masx200
Enables location-based services through AMap/AutoNavi Maps API including geocod…
B 72 55 86 57 55 81 77
5872
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
5873
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
5874
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
5875
Jacky1-Jiang
A Python-based server that interacts with EPICS process variables, allowing use…
B 72 54 72 55 N/A 36 90 100
5876
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
5877
1uokun
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
B 72 54 72 67 N/A 24 95 89
5878
Lokiec752
Enables automatic discovery and fast searching of translation files in projects…
B 72 54 78 58 N/A 30 92 94
5879
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
5880
kbhuw
Enables AI-powered querying and serving of markdown documentation with search, …
B 72 55 84 46 44 81 98
5881
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 66 78 80 73 23 81 85
5882
NikolaNddTesla
sshmcp Claim
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
B 72 44 54 N/A N/A 40 95 97
5883
walid-koleilat
MCP Podcast Scraper Claim 1
An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS…
B 72 54 75 58 N/A 29 95 95
5884
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
5885
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
5886
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
5887
adityac7
Provides secure, read-only access to VTION e-commerce analytics data through MC…
B 72 55 84 65 19 81 94
5888
westsideori
Cursor A11y MCP Claim 1
Provides accessibility testing capabilities through CLI, helping identify acces…
B 72 54 78 57 N/A 38 90 91
5889
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
5890
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
5891
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 55 78 68 30 81 93
5892
lihongwen
Enables conducting comprehensive research on complex topics through multi-layer…
B 72 54 90 33 N/A 48 90 96
5893
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 55 78 70 22 82 96
5894
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
5895
KunihiroS
A Model Context Protocol server that enables searching Google Patents informati…
B 72 55 63 75 45 81 91
5896
hald
Things MCP Server Claim
Enables interaction with the Things app through Claude Desktop, allowing task c…
B 72 54 68 40 N/A 79 90 92
5897
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
5898
hotjoebq
MCP Stdio Server Claim 1
A Model Context Protocol server that provides tools for mathematical calculatio…
B 72 54 77 53 N/A 24 95 100
5899
jazib
homebase Claim
School district lookup, PA EIT tax rates, and mortgage affordability calculator
B 72 44 54 N/A N/A 37 95 98
5900
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 55 88 58 27 81 94
Showing 5851–5900 of 33332 servers
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