MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
DXC-Lab-Linkage
Enables interaction with PostgreSQL databases through both HTTP and Stdio trans…
C 64 55 72 43 24 81 94
11002
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
11003
franccesco
Bloomy MCP Claim 2
A Model Context Protocol server that connects AI assistants to Bloom Growth's G…
C 64 55 39 82 22 81 92
11004
hieuttmmo
entraid-mcp-server Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 55 75 40 27 78 90
11005
tao-Lionel
MCP Browser Logger Claim 1
An MCP server that captures browser console logs and network requests via the C…
C 64 55 57 100 N/A 27 95 24
11006
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 55 78 62 26 81 57
11007
kokogo100
ragalgo Claim
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
C 64 64 78 72 0 51 95 86
11008
b0ttle-neck
mcp-steampipe Claim
This is an MCP written for steampipe. This Steampipe MCP tool allows Claude to …
C 64 54 54 35 N/A 44 95 94
11009
jeffkit
Provides tools for AI agents to take timed rest breaks and vent their thoughts …
C 64 55 84 95 21 81 17
11010
yutakobayashidev
A Cloudflare Workers-based server that extracts clean, formatted text from web …
C 64 55 48 62 46 82 80
11011
imrnbeg
Jira MCP Server Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 55 84 25 25 81 96
11012
CaptainCrouton89
A starter template for building custom MCP servers that can integrate with Clau…
C 64 55 60 100 25 81 38
11013
tuncer-byte
CURSOR25X Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 54 66 27 N/A 44 90 94
11014
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
11015
shenyimings
DocNav-MCP Claim
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
C 64 55 66 31 43 81 99
11016
Fromsko
Enables AI assistants to interact with SiYuan Note for comprehensive notebook m…
C 64 55 66 66 46 78 59
11017
Chenghao-Wu
MCP LAMMPS Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with LAM…
C 64 55 71 27 51 81 90
11018
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
11019
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
11020
Dineshkumar-Ponnusamy
Enables users to get current weather information for any city using the OpenWea…
C 64 55 66 32 39 82 97
11021
BrianCusack
Provides access to organizational Sharepoint documents through the Microsoft Gr…
C 64 55 76 41 25 81 88
11022
cnYui
Provides secure file system operations for AI assistants including directory li…
C 64 55 72 91 N/A 21 95 21
11023
mchldzn
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 64 54 33 55 N/A 41 95 100
11024
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
11025
Nor2-io
Heim MCP Claim 1
A MCP server do create and deploy backend applications using https://heim.dev
C 64 55 45 100 40 81 48
11026
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11027
annyzhou
Gmail MCP Claim
A read-only MCP server that enables users to interact with the Gmail API to sea…
C 64 55 60 37 42 82 99
11028
ZubeidHendricks
OneNote MCP Server Claim
Enables AI language models to interact with Microsoft OneNote via a standardize…
C 64 55 48 65 23 81 100
11029
prncsclo-create
MCP on Vercel Claim 1
A deployment template for running Model Context Protocol servers as Vercel Func…
C 64 66 84 75 0 48 74 100
11030
AmistaUS-AVA
SAP MCP Server Claim 1
Enables AI clients to query live data from SAP HANA and SQL databases through r…
C 64 55 72 31 42 81 91
11031
Low-Code-Cookbook
A template for deploying a Model Context Protocol server to Cloudflare Workers …
C 64 55 48 70 27 84 86
11032
despinozap
Enables interaction with Google Calendar services through the Model Context Pro…
C 64 55 56 55 29 82 91
11033
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
11034
Traia-IO
test-serper-mcp Claim
Provides access to Serper.dev's Google Search API for searching, news, images, …
C 64 55 68 46 27 78 92
11035
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
11036
msnidal
Yellhorn MCP Claim 1
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
C 64 55 69 37 41 82 88
11037
TonybotNi
Doctah-MCP Claim
Enables AI assistants to search and access Arknights game data including operat…
C 64 55 76 33 42 81 82
11038
adhinugroho1711
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
C 64 54 66 40 N/A 18 95 90
11039
vinsidious
PostgreSQL MCP Server Claim 2
Provides read-only access to PostgreSQL databases, enabling users to inspect da…
C 64 55 84 45 17 69 91
11040
guangxiangdebizi
PaperMCP Claim
An academic paper retrieval server that enables AI assistants to search and fil…
C 64 55 84 57 40 81 45
11041
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
11042
XRealSys
Provides comprehensive Chrome browser debugging capabilities including DOM insp…
C 64 54 62 30 N/A 40 95 89
11043
kira-autonoma
agent-memory-mcp Claim 1
Agent memory MCP server with provenance tracking, decay-weighted recall, and fe…
C 64 54 90 0 N/A 50 81 97
11044
fourcolors
Omi MCP Server Claim 1
Interact with the Omi API to manage conversations and memories seamlessly. Retr…
C 64 55 51 70 N/A 25 77 91
11045
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
11046
MITHRAN-BALACHANDER
Blender MCP Bridge Claim 1
Enables remote control of Blender via the Model Context Protocol, allowing user…
C 64 54 70 33 N/A 43 80 92
11047
qememe
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 70 27 83 85
11048
nbrain-team
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
C 64 55 54 63 25 81 92
11049
quantabox
Fyers MCP Server Claim
Enables Claude to interact with the Fyers trading platform for portfolio manage…
C 64 55 62 41 39 81 93
11050
Y4NN777
DevLens MCP Claim
An open-source MCP server that provides AI assistants with structured, token-ef…
C 64 55 72 37 29 80 97
Showing 11001–11050 of 30006 servers
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