MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5751
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5752
DanWahlin
Marvel MCP Claim
MCP Server for the Marvel Developer API, enabling interaction with characters a…
B 73 54 72 58 75 92 67
5753
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5754
fstubner
npm-run-mcp-server Claim 1
An MCP server that exposes package.json scripts as tools for agents.
B 73 54 69 57 N/A 70 95 75
5755
patrup
Enables AI assistants to create, read, convert, and manipulate LibreOffice docu…
B 73 54 72 53 N/A 52 90 94
5756
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5757
canova
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
B 73 55 78 100 49 81 42
5758
swiftlens
swiftlens Claim 1
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
B 73 54 84 36 N/A 53 92 98
5759
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5760
kalendis-dev
Kalendis MCP Claim 1
Enables interaction with the Kalendis scheduling API to manage users, availabil…
B 73 55 94 75 46 81 55
5761
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5762
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5763
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5764
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5765
cyberpapiii
imessage-max Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 54 72 42 N/A 73 95 89
5766
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5767
LangGPT
Context MCP Server Claim 1
A Model Context Protocol server that provides web content fetching capabilities…
B 73 55 73 100 N/A 41 95 40
5768
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5769
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5770
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5771
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5772
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 55 94 43 46 78 99
5773
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5774
nvanexan
Enables extraction of design context from Figma files as CSS-like properties an…
B 73 55 78 66 40 82 91
5775
dpaluy
MCP Claude Desktop Claim
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
B 73 54 78 65 N/A 29 90 92
5776
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5777
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5778
praveenc
mcp-docs-server Claim 1
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
B 73 54 73 62 N/A 29 95 96
5779
stvlynn
Enables AI-powered text-to-image generation using Volcengine's API with support…
B 73 55 78 75 21 81 96
5780
ANSH-RIYAL
MCP-RAG Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
B 73 55 90 61 16 80 100
5781
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5782
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5783
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5784
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5785
berlinbra
BlueSky MCP Server Claim 1
Facilitates interaction with the BlueSky social network via its official API, a…
B 73 55 78 60 43 81 98
5786
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5787
vessel-api
vesselapi-mcp Claim 1
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
B 73 54 55 55 73 95 93
5788
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5789
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 54 96 51 N/A 32 80 93
5790
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5791
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5792
seletz
MCP Odoo Shell Claim
A bridge server that provides access to an Odoo shell environment, allowing exe…
B 73 55 60 82 41 81 94
5793
voxel51
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
B 73 54 84 53 N/A 28 92 98
5794
browsermcp-com
BrowserMCP Claim
Remote browser instances for your AI agents. Reliably complete any browser-base…
B 73 55 80 55 49 81 93
5795
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5796
JCF0
CG Alpha MCP Claim
Enables crypto market analysis by combining Elfa's sentiment data and trending …
B 73 55 90 68 22 81 90
5797
anshumax
World Bank MCP Server Claim 1
Enables AI assistants to interact with the World Bank open data API, allowing f…
B 73 55 90 53 27 83 98
5798
andreswebs-public-images
Enables creation, management, and export of Excalidraw drawings through natural…
B 73 55 84 82 N/A 48 95 42
5799
dan6684
Enables Claude to perform semantic search across your Obsidian vault using Smar…
B 73 54 94 50 N/A 18 95 91
5800
misanthropic-ai
A server that provides DuckDuckGo search capabilities (text, image, news, video…
B 73 55 90 53 27 81 100
Showing 5751–5800 of 66427 servers
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