MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12001
marc-shade
world-intel-mcp Claim
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, ea…
C 62 55 60 33 N/A 48 81 91
12002
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
12003
zym9863
A Model Context Protocol server that enables searching for images on Pixabay wi…
C 62 66 79 61 0 54 81 100
12004
Mats2208
MCP-Packet-Tracer Claim 1
AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and dep…
C 62 54 45 53 N/A 27 90 91
12005
Roland0511
A Model Context Protocol server that enables AI assistants to interact with Fei…
C 62 55 47 41 66 81 82
12006
sriram-mk1
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
C 62 54 54 60 N/A 21 95 73
12007
helenkwok
Fragment MCP Server Claim 1
A Model Context Protocol server that enables working with Building Information …
C 62 55 47 52 46 81 88
12008
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
12009
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
12010
sanchorelaxo
Enables control of OpenSimulator virtual world servers through console commands…
C 62 55 54 82 21 81 62
12011
aantti
mcp-netbird Claim 1
MCP Server for Netbird
C 62 55 77 37 46 81 61
12012
muhenan
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
C 62 54 62 43 N/A 23 90 85
12013
shipstatic
ShipStatic Claim
Deploy static sites instantly from AI agents — no account required
C 62 64 72 71 0 55 83 94
12014
sdelements
Devici MCP Server Claim
Enables interaction with the Devici API for managing threat models, security co…
C 62 55 60 82 37 81 39
12015
nananaman
DuckDB-RAG-MCP-Sample Claim 1
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
C 62 55 39 56 39 81 96
12016
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
12017
abelljs
abell Claim
AI tools related to Abell. Currently includes MCP of Abell
C 62 64 60 55 0 82 95 93
12018
pylegifrance
A server implementing the Model Context Protocol to allow direct access to Fren…
C 62 66 86 68 0 46 81 89
12019
yakir-Yang
A customer service MCP server that enables order lookup by phone number and sto…
C 62 55 72 41 24 81 85
12020
HeurisTech
Gmail MCP Server Claim
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
C 62 55 74 37 21 80 90
12021
Luxter77
Enables semantic search across text documents using vector embeddings stored in…
C 62 55 66 31 37 81 93
12022
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
12023
block-town
MCP Gateway Claim
Reduces LLM context window overhead by proxying multiple MCP servers through a …
C 62 55 72 36 34 80 81
12024
ifoundry
Provides AI assistants with structured access to an organization's engineering …
C 62 54 88 0 N/A 29 90 96
12025
JubinSaniei
MCP SQL Server Claim 1
A Model Context Protocol server that allows Large Language Models like Claude t…
C 62 55 45 61 23 81 93
12026
daviddrummond95
Tagging MCP Claim
Enables parallel tagging and classification of CSV data using multiple LLM prov…
C 62 55 62 36 40 80 92
12027
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
C 62 55 59 33 49 76 96
12028
chadkunsman
Zoom MCP Server Claim
Enables intelligent monitoring and management of Zoom rooms across multiple sit…
C 62 55 54 48 26 81 98
12029
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
12030
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 54 72 20 N/A 26 95 92
12031
jackalterman
SecureNote.link MCP Server - allowing AI agents to securely share sensitive inf…
C 62 55 56 42 25 87 93
12032
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 54 54 52 N/A 15 95 87
12033
Lucasvdmeulen
A deployable MCP server on Cloudflare Workers that enables AI tools integration…
C 62 55 48 67 21 81 84
12034
joelklabo
Maximum Sats Claim
Bitcoin & Lightning Network AI tools with native Lightning L402 micropayments.
C 62 66 72 63 0 60 82 98
12035
prajwalnayak7
MCP Server Redis Claim
A server that provides Claude with Redis database access and operations through…
C 62 55 60 27 44 80 99
12036
EtanHey
cmuxlayer Claim
Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages w…
C 62 54 76 0 N/A 57 87 95
12037
vltansky
commit-to-pr-mcp Claim 2
An MCP server that enables AI agents to retrieve detailed GitHub Pull Request i…
C 62 55 57 56 24 74 92
12038
donghunee
Basic MCP Server Claim
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
C 62 55 66 50 26 81 81
12039
BACH-AI-Tools
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
C 62 55 41 100 45 80 36
12040
rahgadda
OracleDB MCP Server Claim 1
A Model Context Protocol Server that enables LLMs to interact with Oracle Datab…
C 62 55 69 27 45 81 87
12041
mifactory-bot
Mifactory Claim
Extract clean text and metadata from any URL to simplify web data collection. T…
C 62 55 66 41 23 80 95
12042
Jackchen0514
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 62 55 48 70 24 81 78
12043
ricleedo
Enables storing and retrieving information using vector embeddings with semanti…
C 62 55 54 100 26 81 37
12044
iogi
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 62 55 48 68 24 81 84
12045
minitim222
Enables Claude to directly access Google Drive files and analyze High Performan…
C 62 54 64 37 N/A 19 90 91
12046
ibm-pedro-tabofunda
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 62 55 48 67 27 81 83
12047
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
12048
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
12049
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
12050
Huxley-Brown
Generates project specifications and file structures using Claude AI through MC…
C 62 55 54 57 22 81 88
Showing 12001–12050 of 33745 servers
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