MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9651
squirrelogic
Facilitates interactive feature discussions with AI guidance, maintaining conte…
C 67 55 78 83 35 81 41
9652
carlosduplar
Delegation MCP Claim
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
C 67 55 60 91 N/A 46 95 35
9653
luizzzvictor
mcp-comexstat
C 67 55 78 82 45 81 34
9654
kongyo2
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
C 67 55 60 100 43 81 40
9655
saha-rajdeep
A containerized MCP (Model Context Protocol) server that provides a simple calc…
C 67 54 82 27 N/A 18 95 100
9656
Erredebe
Travel MCP Claim
A comprehensive travel planning copilot that provides geographic data, weather …
C 67 55 54 68 24 81 99
9657
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9658
first-it-consulting
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to fetch current wea…
C 67 55 63 46 43 81 100
9659
zq940222
HybridHub Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
C 67 55 54 66 32 80 99
9660
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9661
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9662
jghidalgo
Enables comprehensive analysis of AWS Lambda performance including cold start t…
C 67 55 78 55 19 81 91
9663
Alex-ChanHC
RAG MCP Server Claim 1
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
C 67 55 63 61 21 81 100
9664
Quegenx
Supabase MCP Server Claim 1
A powerful server that provides administrative control over Supabase PostgreSQL…
C 67 55 66 62 21 80 97
9665
zidong0822
Swagger MCP Server Claim
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
C 67 55 78 100 43 81 17
9666
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9667
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 55 63 68 21 80 95
9668
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9669
nxt3d
CRM MCP Server Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 54 72 26 N/A 46 90 100
9670
JanJetze
android-emulator-mcp Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 54 47 42 N/A 64 92 98
9671
duolabmeng6
A powerful MCP server that provides interactive user feedback and command execu…
C 67 55 62 52 45 81 93
9672
Omar-V2
mcp-ical Claim 2
A Model Context Protocol Server that allows you to interact with your MacOS Cal…
C 67 54 57 60 N/A 49 92 75
9673
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9674
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9675
timbuchinger
GitHub MCP Server Claim 1
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
C 67 55 78 38 39 81 92
9676
kh-mahmoud
HTTP MCP Server Claim 1
An MCP server that enables AI assistants to fetch public GitHub repository list…
C 67 55 57 66 29 81 95
9677
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 55 72 87 26 81 55
9678
varlabz
Enables web searches through DuckDuckGo with customizable parameters like regio…
C 67 55 68 55 29 81 94
9679
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9680
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9681
theYahia
HuntFlow MCP Server Claim 1
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
C 67 44 45 58 83 87
9682
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9683
BACH-AI-Tools
jimeng4-mcp Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 55 53 71 56 80 77
9684
apache
IoTDB MCP Server Claim
A server that enables running SQL queries against IoTDB databases, providing da…
C 67 55 62 48 51 82 90
9685
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9686
asoluka
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
C 67 55 54 100 N/A 27 95 45
9687
vaporif
wezterm-mcp Claim 1
Enables programmatic control of the WezTerm terminal emulator through the Model…
C 67 54 48 50 N/A 70 90 85
9688
youdotcom-oss
dx-toolkit Claim 1
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
C 67 64 71 90 0 55 95 90
9689
yuzuponikemi
Enables completely offline Wikipedia search through locally-indexed content usi…
C 67 54 78 28 N/A 33 95 93
9690
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 55 86 53 18 78 86
9691
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 55 66 100 43 81 33
9692
sassoftware
SAS MCP Server Claim
Enables execution of SAS code on SAS Viya compute environments with OAuth2 auth…
C 67 55 72 41 49 81 91
9693
Sarthak-ignite
Steady MCP Claim
Enables submitting team check-ins to Steady (app.steady.space) by automating th…
C 67 54 84 72 N/A 29 95 39
9694
happylinks
arc-mcp Claim 1
An MCP server for the Arc browser that enables programmatic management of space…
C 67 54 55 56 N/A 29 90 98
9695
Cicatriiz
Enables seamless content conversion between multiple formats including Markdown…
C 67 54 66 47 N/A 28 89 98
9696
meinzeug
MCP AI Bug Helper Claim
Provides emergency coding assistance by querying three AI coding models simulta…
C 67 55 60 71 31 81 82
9697
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9698
roadwy
cve-search_mcp Claim
A Model Context Protocol (MCP) server for querying the CVE-Search API. This ser…
C 67 54 64 31 N/A 48 95 98
9699
isaacwasserman
Snowflake Cube Server Claim 2
MCP Server for interacting with Cube semantic layers that provides tools for qu…
C 67 55 47 68 47 78 95
9700
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
Showing 9651–9700 of 66484 servers
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