MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29543
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5801
offbeat-studio
Shioaji MCP Server Claim 3
An MCP server that provides standardized access to the SinoPac Securities Shioa…
B 73 55 71 100 62 80 46
5802
egoughnour
Curate-Ipsum Claim 3
Code synthesis through belief revision, mutation testing, and verification
B 73 55 72 82 N/A 73 95 37
5803
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 55 90 82 N/A 40 95 40
5804
ExHo7
Exegol MCP Server Claim
Enables AI agents to interact with Exegol pentesting containers to execute comm…
B 73 54 92 56 N/A 24 87 93
5805
GabrielGomesBarbosa
Enables AI assistants to interact with Monday.com workspaces, allowing retrieva…
B 73 55 80 71 24 81 96
5806
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 54 96 51 N/A 32 80 93
5807
sakimototwingarc-spec
Provides tools to authenticate, search, and manage sessions within WingArc's iA…
B 73 55 86 66 27 80 93
5808
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
5809
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
5810
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 55 82 62 27 82 95
5811
bitnovo
MCP Bitnovo Pay Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 55 78 46 71 81 87
5812
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
5813
mastrophot
near-wallet-manager Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 54 63 61 N/A 58 87 89
5814
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
5815
KrishnaPapana
A Python-based MCP server implementation that can be easily installed via pip o…
B 72 55 54 82 N/A 22 95 97
5816
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
5817
run-as-root
A Model Context Protocol server that enables AI assistants to interact directly…
B 72 54 81 53 N/A 33 84 99
5818
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
5819
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
5820
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
5821
GDanksAnchor
Enables browser automation through Anchor Browser's cloud infrastructure with b…
B 72 55 80 55 47 81 93
5822
GangGreenTemperTatum
Shodan MCP Server Claim
Enables comprehensive security reconnaissance, vulnerability assessment, and th…
B 72 55 78 55 45 81 95
5823
BrightWayAI
video-analyzer Claim
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
B 72 54 72 62 N/A 27 95 93
5824
keegancsmith
An MCP server providing read-only access to Linear issues for language models, …
B 72 55 61 70 43 82 100
5825
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 55 72 62 37 81 100
5826
lowprofix
n8n MCP Server Claim
A Master Control Program server that provides workflow validation tools and bes…
B 72 55 96 71 21 76 76
5827
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
5828
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
5829
kohasummons
paystack-mcp Claim
Enables AI agents to manage Paystack payments, products, customers, and transac…
B 72 54 68 60 47 95 84
5830
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
5831
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 55 90 50 36 81 93
5832
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 55 72 35 N/A 83 82 94
5833
matsjfunke
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
B 72 55 72 70 26 81 100
5834
LyuboslavLyubenov
Solodit MCP Server Claim
A server that allows searching and retrieving Solodit vulnerability reports thr…
B 72 55 82 57 28 81 100
5835
Mnehmos
Trace MCP Claim
Detects schema mismatches between data producers and consumers through static a…
B 72 55 92 31 70 83 86
5836
teddylee777
Dify MCP Server Claim 1
A server implementation that enables integration of Dify workflows with Model C…
B 72 55 96 55 20 78 97
5837
Mossaka
Automatically installs and containerizes MCP servers from GitHub repositories u…
B 72 55 90 91 44 81 40
5838
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
5839
punkpeye
Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…
B 72 55 78 65 44 74 93
5840
shibuiwilliam
Zenn MCP Server Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 55 72 100 N/A 41 94 39
5841
Bluente
bluente-translate Claim
Translate your documents with formatting intact in 2 minutes
B 72 55 60 73 66 80 85
5842
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5843
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
5844
CoreyFransen08
Enables interaction with the John Deere Operations Center to browse organizatio…
B 72 54 66 68 N/A 32 88 100
5845
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
5846
MarceauSolutions
Compare Uber and Lyft prices for any route in real-time with fare estimates, su…
B 72 55 90 61 24 81 92
5847
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
5848
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
5849
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
5850
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
Showing 5801–5850 of 46347 servers
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