MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10951
broerjuang
MCP Weather Server Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 55 54 100 N/A 21 95 35
10952
cnYui
Provides secure file system operations for AI assistants including directory li…
C 64 55 72 91 N/A 21 95 21
10953
Wildebeest
MCP PDF Forms Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 55 72 33 28 80 99
10954
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
10955
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10956
landermkerbey
ragmacs-mcp Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
C 64 54 54 55 N/A 28 82 96
10957
floodfx
MCP Server Linear Claim 2
An MCP server that provides tools for interacting with Linear issue tracking sy…
C 64 55 45 70 31 78 92
10958
vandamd
Enables users to get real-time UK bus departure information and validate bus st…
C 64 55 54 58 32 82 92
10959
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10960
PovedaAqui
SuzieQ MCP Server Claim
This project provides a Model Context Protocol (MCP) server that allows languag…
C 64 55 60 41 40 85 91
10961
Heht571
OPS MCP Server Claim
A server monitoring and inspection tool collection that provides remote utiliti…
C 64 55 54 58 49 80 77
10962
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
10963
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
10964
tolgayayci
stellarpilot Claim 3
C 64 55 62 100 N/A 21 87 33
10965
ai-dashboad
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
C 64 55 72 28 N/A 78 80 68
10966
grahamnotgrant
blacksmith Claim 2
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky …
C 64 64 71 70 0 62 92 91
10967
husamabusafa
A Model Context Protocol server that enables AI agents to dynamically interact …
C 64 55 45 73 22 81 91
10968
TimeCyber
Email MCP Server Claim
An MCP service that enables AI to fully manage email accounts, supporting sendi…
C 64 55 84 75 43 81 20
10969
ampcome-mcps
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing read-only access to PostgreSQL databa…
C 64 54 57 47 N/A 21 95 92
10970
denar90
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
C 64 64 84 70 0 38 87 99
10971
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 55 68 22 50 82 100
10972
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
10973
shinichi-takayanagi
A server that connects to the Health Planet API to fetch and provide weight mea…
C 64 55 60 60 49 80 70
10974
zhangzhefang-github
MCP Add Server Claim
A minimal Model Context Protocol server that provides a simple add(a, b) tool f…
C 64 55 54 82 48 83 46
10975
yogeshkulkarni553
Content Server Claim
Stores Organizations content
C 64 55 84 75 18 81 40
10976
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 55 68 82 51 80 32
10977
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10978
beylessai
Hiworks Mail MCP Claim 1
A Model Context Protocol server that allows integration with Hiworks mail syste…
C 64 55 53 67 39 81 74
10979
robcerda
Connects Claude to the SportRadar MLB API to access real-time baseball data inc…
C 64 55 74 35 23 82 98
10980
rulopimentel
Exposes educational indicators with a gender perspective from Mexico's SIESVIM …
C 64 54 66 27 N/A 35 95 94
10981
codelion
Dynamic Shell Command MCP Server
C 64 54 62 30 N/A 36 95 94
10982
jondoesflow
Jira MCP Server Claim
Integrates with Jira Cloud to enable comprehensive issue management, project tr…
C 64 55 68 46 24 80 96
10983
ddoriboo
Provides FSS (Korean Financial Supervisory Service) pension data to AI models l…
C 64 55 72 63 39 81 53
10984
AndrewKlement
A lightweight server that enables AI clients to access and analyze real-time da…
C 64 54 56 30 N/A 43 92 100
10985
automcp-app
Linkd MCP Server Claim 1
An unofficial Model Context Protocol server that enables programmatic access to…
C 64 55 62 100 22 81 39
10986
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
10987
JackKuo666
PubMed-MCP-Server Claim
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
C 64 55 70 27 44 82 98
10988
adriangrahldev
An enhanced Model Context Protocol server providing comprehensive integration b…
C 64 55 72 82 49 81 27
10989
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
10990
kukapay
whattimeisit-mcp Claim
A lightweight mcp server that tells you exactly what time is it based on your I…
C 64 55 60 36 40 82 100
10991
despinozap
Enables interaction with Google Calendar services through the Model Context Pro…
C 64 55 56 55 29 82 91
10992
bitget-wallet-ai-lab
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
C 64 55 66 40 51 76 89
10993
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
10994
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
10995
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
10996
ferocknew
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
C 64 54 66 43 N/A 21 95 85
10997
OEvortex
Provide fast, privacy-friendly web and AI-powered search capabilities with inte…
C 64 66 94 61 0 60 80 91
10998
ProPriyam
Scholar MCP Claim
A local MCP server that allows users to search Google Scholar for academic pape…
C 64 55 60 43 45 82 90
10999
sriharsha-gvkss
MCP Server Example Claim
A complete working example of Model Context Protocol servers that exposes tools…
C 64 54 44 55 N/A 23 95 99
11000
thichcode
Matomo MCP Server Claim 1
A Model Context Protocol server that provides tools to interact with Matomo Ana…
C 64 55 57 62 19 81 95
Showing 10951–11000 of 50103 servers
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