MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
801
inkbytefo
ScreenMonitorMCP Claim 1
An MCP server that provides AI with real-time screen monitoring capabilities an…
B 82 55 69 82 N/A 69 95 94
802
khalidsaidi
A2ABench Claim 1
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
B 82 66 67 86 97 62 81 98
803
cfdude
An MCP server that enables secure execution of shell commands across Windows, m…
B 82 55 63 100 N/A 89 95 65
804
mikechao
metmuseum-mcp Claim
Metropolitan Museum of Art Collection API integration to search and display art…
B 82 55 90 62 78 82 96
805
whitmorelabs
polymarket-mcp Claim 1
An MCP server and Python toolkit that provides AI agents with real-time tools f…
B 82 44 72 62 95 98
806
james-webdev
server Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 54 94 67 N/A 54 95 93
807
lilo-property
Vacation rental discovery, direct booking, and property protection for AI agent…
B 82 66 92 76 95 47 81 92
808
Ansvar-Systems
pakistani-law-mcp Claim 1
Pakistani legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 49 95 93
809
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
810
Ansvar-Systems
ivorian-law-mcp Claim 1
Ivory Coast legislation via MCP -- full-text search across statutes and provisi…
B 82 66 92 73 93 51 82 94
811
happyeric77
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
B 81 54 90 53 N/A 62 95 100
812
rianvdm
lastfm-mcp Claim 2
A Model Context Protocol (MCP) server for Last.fm. Gives AI assistants access t…
B 81 54 55 100 54 95 99
813
fav-devs
Sociona MCP Server Claim
Enables AI assistants to publish, schedule, and manage social media posts acros…
B 81 55 90 65 67 81 99
814
jasperjeje
A powerful MCP tool that converts Markdown documents into beautiful knowledge c…
B 81 54 96 58 N/A 45 95 100
815
entropy-data
Data Product MCP Claim
Enables AI agents to discover, request access to, and query data products in Da…
B 81 54 94 46 71 95 99
816
mikusnuz
agent-link-mcp Claim 1
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
B 81 44 57 N/A N/A 79 95 98
817
hyperpolymath
BoJ-server Claim
Unified capability catalogue with formally verified cartridges, distributed com…
B 81 54 90 51 N/A 75 90 97
818
ikoskela
precision-desktop Claim
Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
B 81 54 90 68 N/A 47 95 94
819
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
820
ai-4-devops
devops-practices Claim
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
B 81 54 96 53 N/A 64 87 100
821
hebcal
hebcal-mcp Claim
MCP server for Hebcal, enabling users to generate Jewish holiday lists, convert…
B 81 66 64 100 91 39 81 100
822
WilliamCloudQi
MATLAB MCP Server Claim
Integrates MATLAB with AI to execute code, generate scripts from natural langua…
B 81 55 100 100 N/A 48 95 42
823
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
824
isaacgounton
Enables AI assistants to interact with BigCommerce stores through comprehensive…
B 81 55 92 100 23 81 89
825
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
826
oil-oil
Better Writer MCP Claim 1
Generates natural, fluent Chinese content that reads like human writing using t…
B 81 55 78 100 48 81 91
827
pixell-global
sayou Claim
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP …
B 81 55 62 82 N/A 80 95 88
828
feedoracle
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
B 81 66 90 96 64 45 81 99
829
JavOrraca
A server that provides access to the tidymodels R ecosystem, enabling users to …
B 81 54 96 66 N/A 36 95 97
830
dhanababum
supermcp Claim
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…
B 81 54 100 60 N/A 46 90 99
831
djankies
Vitest MCP Server Claim 2
AI-optimized Vitest interface that provides structured test output, visual debu…
B 81 55 96 75 N/A 73 95 58
832
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
833
Xiaozhang22
Provides access to GitHub trending projects through MCP, allowing AI assistants…
B 81 66 80 90 100 27 81 91
834
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
835
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
836
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 55 90 91 43 81 90
837
dbsectrainer
Real-time cost awareness for MCP agent workflows
B 81 44 70 N/A N/A 75 83 99
838
wangkanai
DevOps Enhanced MCP Claim 1
A dynamic Azure DevOps MCP server that automatically switches authentication co…
B 81 55 96 100 N/A 57 95 44
839
dmilad
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
B 81 54 90 58 N/A 65 95 94
840
MausRundung
Provides tools for analyzing project structures, searching through codebases, m…
B 81 54 88 75 N/A 55 88 91
841
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
842
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
843
zoomeye-ai
mcp_zoomeye Claim 1
Querying network asset information by ZoomEye MCP Server
B 81 55 100 71 55 80 91
844
khuynh22
mcp-wireshark Claim 2
Enables AI assistants to analyze, filter, and capture network traffic using Wir…
B 81 55 75 91 N/A 86 95 59
845
tomnagengast
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
B 81 55 100 70 42 81 99
846
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
847
Tokio17
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
B 81 54 90 61 N/A 60 95 93
848
dockergiant
RollDev MCP Server Claim 2
An MCP server for RollDev and Magento 2 development environments that enables L…
B 81 55 77 100 N/A 68 95 58
849
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
850
respawn-app
Tool Filter MCP Claim
Filters and blocks specific tools from upstream MCP servers using regex pattern…
B 81 55 90 66 72 81 95
Showing 801–850 of 59993 servers
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