MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4751
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 54 92 40 N/A 53 95 86
4752
meshpop
vssh Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 54 86 36 N/A 64 84 100
4753
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4754
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4755
tatn
This MCP server provides unified diffs of two text inputs using Python's standa…
B 74 54 78 55 N/A 39 94 95
4756
nervpeng
HeaderHawk Claim
An advanced email security analysis MCP server for real-time phishing detection…
B 74 55 86 51 52 81 96
4757
Node-In-Layers
MCP Server Claim
A Node In Layers package that simplifies creation of MCP (Model-Control-Protoco…
B 74 55 78 68 38 82 93
4758
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4759
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4760
lupuletic
onyx-mcp-server Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 55 84 100 62 80 34
4761
abumalick
OpenAPI MCP Server Claim
Enables LLMs to explore and query OpenAPI specifications, allowing natural lang…
B 74 55 92 66 21 81 94
4762
cmaujean
A Model Context Protocol server that analyzes application codebases with real-t…
B 74 54 75 58 N/A 36 95 97
4763
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4764
caol64
wenyan-mcp Claim 1
Wenyan MCP Server, which lets AI automatically format Markdown articles and pub…
B 74 54 74 62 N/A 77 89 69
4765
coreymhudson
Enables the generation, mutation, and evolution of DNA and protein sequences us…
B 74 55 92 52 46 83 91
4766
Vorota-ai
Shodan MCP Server Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 54 76 53 49 92 94
4767
Augmented-Nature
Provides access to over 110 million chemical compounds with tools for chemical …
B 74 55 94 100 35 81 40
4768
femto
Chrome MCP Server Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 54 78 41 N/A 71 95 89
4769
rohitg00
kubectl-mcp-server Claim
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
B 74 55 72 60 74 85 83
4770
wrenchpilot
it-tools-mcp Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to ove…
B 74 55 70 100 N/A 58 81 51
4771
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4772
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
4773
vanshikaaa01
NSE/BSE MCP Server Claim 1
An MCP server that provides comprehensive Indian stock market data from the NSE…
B 74 54 55 65 N/A 59 94 98
4774
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4775 B 74 54 72 68 N/A 45 90 91
4776
URDJMK
SerpApi MCP Server Claim
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
B 74 55 78 75 43 81 86
4777
noleemits
Connects Claude Desktop to WordPress sites to manage Elementor pages, Gutenberg…
B 74 55 88 100 33 81 47
4778
crdant
mbta-mpc-server
B 74 55 72 63 65 81 91
4779
shedyhs
pg-mcp Claim
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
B 74 55 84 100 45 81 46
4780
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 55 70 71 54 83 91
4781
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4782
eliotk
A Model Context Protocol (MCP) server for searching the National Provider Ident…
B 74 55 82 61 46 81 94
4783
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4784
LNS2905
Gemini Chat MCP Claim
Enables chatting with Google Gemini AI models and custom Gems, supporting text …
B 74 54 78 73 N/A 24 95 88
4785
ParthJadhav
Send Telegram notifications from AI agents — text, photos, and documents.
B 74 54 72 61 N/A 54 83 100
4786
calintzy
evmscope Claim 1
EVM blockchain intelligence toolkit for AI agents. 20 tools across 5 chains. Ze…
B 74 54 84 65 N/A 74 95 47
4787
justfeltlikerunning
Sleeper Fantasy MCP Claim 1
Enables comprehensive Sleeper Fantasy Football integration with Claude, providi…
B 74 55 84 75 25 81 91
4788
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4789
neuledge
context Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
B 74 54 68 61 N/A 57 95 89
4790
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 55 78 100 47 71 61
4791
NOVA-3951
Parcel API Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 54 72 67 N/A 32 92 97
4792
Desmond-Labs
Enables secure file and bucket management operations with Supabase Storage thro…
B 74 55 78 72 36 81 94
4793
acrolinx
A Model Context Protocol server that integrates with the Acrolinx NextGen API t…
B 74 55 71 73 48 81 93
4794
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
4795
YachtsyAI
Provides AI-powered yacht and boat marketplace intelligence with access to 25,0…
B 74 55 72 70 51 81 91
4796
sudanese
Ploi MCP Server Claim 1
Integrates Ploi.io API functionality into AI assistants for managing servers, s…
B 74 55 60 70 65 81 99
4797
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4798
Pranay-A17
Reddit MCP Server Claim
Enables AI agents to search, read, and analyze Reddit content, including posts,…
B 74 55 90 56 34 82 95
4799
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4800
LWTlong
ai-dev-analytics Claim
An open-source observability layer for AI coding. Silently tracks dev tokens/ti…
B 74 44 62 N/A N/A 52 95 85
Showing 4751–4800 of 59042 servers
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