MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12751
Azoraqua
Minestom MCP Server Claim 2
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 60 55 63 20 63 82 78
12752
redhat-community-ai-tools
A ModelContextProvider server that enables secure querying of Red Hat internal …
C 60 55 54 43 23 81 95
12753
ahramadan44
Enables checking domain name availability using WHOIS lookups and DNS resolutio…
C 60 55 60 33 19 81 100
12754
kLabUM
SWMM-MCP Claim 1
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
C 60 54 51 30 N/A 24 92 100
12755
aubreyhayes47
sci-calc-mcp Claim
sci_calc_mcp is a lightweight, high-performance Model Context Protocol (MCP) se…
C 60 54 38 30 N/A 44 95 100
12756
zhigang1992
Happy Server MCP Claim
Enables programmatic interaction with Happy AI sessions, allowing users to list…
C 60 66 72 72 0 35 80 100
12757
Nihilantropy
godot-mcp-docs Claim 1
MCP server for godot docs
C 60 54 41 32 N/A 40 95 97
12758
zhixiaoqiang
A Model Context Protocol server that manages desktop images, providing function…
C 60 55 41 100 N/A 24 95 24
12759
clarsbyte
Enables interaction with Piazza to fetch posts and course information directly …
C 60 55 54 43 22 80 94
12760
Racy324
Weather MCP Server Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 55 54 31 42 81 94
12761
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12762
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12763
ibproduct
A Model Context Protocol server that reduces token consumption by efficiently c…
C 60 64 81 58 0 20 92 100
12764
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12765
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12766
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12767
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12768
bader1919
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
C 60 55 66 47 18 80 79
12769
deephaven
Deephaven MCP Claim 1
Enables AI assistants to interact with Deephaven real-time data systems, allowi…
C 60 55 56 38 70 78 66
12770
octid-io
osmp Claim
Agentic AI instruction encoding. 60%+ compression over JSON. Inference-free dec…
C 60 54 72 0 N/A 38 91 96
12771
chipocrudos
Tasks MCP Server Claim
Enables task management through natural language commands in English or Spanish…
C 60 55 66 25 24 81 97
12772
611711Dark
A mathematical computation service that enables users to perform symbolic calcu…
C 60 55 62 25 39 81 94
12773
Omarzipan
Remote MCP Server Claim
A Cloudflare Workers-based Model Context Protocol server that enables Claude De…
C 60 55 54 52 26 81 82
12774
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12775
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 66 72 73 0 42 81 91
12776
hamchowderr
Enables interaction with AITable workspaces through comprehensive API access, s…
C 60 66 78 72 0 43 81 86
12777
pontusab
Resend MCP Server Claim 1
Allows sending emails through the Resend service using a standardized Model Con…
C 60 55 48 63 13 81 88
12778
jerpint
paperpal Claim
MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling…
C 60 54 50 25 N/A 39 94 91
12779
mateusribeirocampos
NPM MCP Server Claim 1
A Model Context Protocol server that allows AI models to fetch detailed informa…
C 60 55 53 55 28 78 80
12780
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12781
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12782
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 66 90 46 0 55 81 92
12783
run-llama
A local MCP server that integrates with Claude Desktop, enabling RAG capabiliti…
C 60 55 48 37 54 81 84
12784
gglessner
Endevor-MCP Claim 1
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
C 60 55 45 41 43 80 95
12785
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12786
recoupableorg
Big Brain MCP Claim 1
An MCP server that retrieves statistics from top protocols in the Mantle Networ…
C 60 55 61 55 23 81 70
12787
kukapay
dex-metrics-mcp Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 55 45 37 40 81 100
12788
vulkanr
LastBlueTape Claim
Construction punch list management for AI agents. Create lists, add items, trac…
C 60 64 76 56 0 47 83 100
12789
burkestar
A server that allows users to query and analyze cloud cost data from Cloudzero …
C 60 54 66 27 N/A 40 95 67
12790
deploya-labs
AI-driven browser automation server that implements the Model Context Protocol …
C 60 55 54 82 N/A 41 95 19
12791
kaitoy
nasa-images Claim 1
MCP server with UI for NASA images
C 60 55 82 0 N/A 54 70 98
12792
DuttaAyush
MCP Server Demo Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 54 54 31 N/A 21 95 92
12793
TourAround
lystbot Claim
Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST A…
C 60 55 76 0 N/A 41 81 100
12794
hngkr
MCP Releases Server Claim 1
An MCP server that provides GitHub release information through the Model Contex…
C 60 55 47 46 29 82 93
12795
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12796
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12797
u21h2
BinDiff MCP Tool Claim
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to ana…
C 60 55 60 35 27 80 93
12798
Gabbo01
Zeek-MCP Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 54 45 30 N/A 45 95 89
12799
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12800 C 60 54 48 42 N/A 42 95 70
Showing 12751–12800 of 30006 servers
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