MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12051
QAInsights
jmeter-mcp-server Claim
JMeter MCP Server for performance testing
C 62 54 66 33 N/A 25 89 93
12052
derekrbreese
AI-powered Yahoo Fantasy Football assistant for lineup optimization, draft stra…
C 62 64 88 43 0 62 90 91
12053
dksshddl
Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log …
C 62 54 72 47 N/A 25 90 64
12054
panchocorderos
A simple MCP server that provides a tool to fetch current weather information f…
C 62 55 54 50 20 81 100
12055
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
12056
mzdz
Provides basic arithmetic operations and advanced mathematical functions throug…
C 62 55 66 38 18 81 99
12057
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 55 66 36 18 81 99
12058
HyperClockUp
An MCP server providing robust browser automation tools for AI assistants, incl…
C 62 54 27 53 N/A 51 90 94
12059
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
12060
lgrassin
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 65 29 84 79
12061
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 55 54 63 28 81 77
12062
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
12063
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 55 52 60 28 81 85
12064
frankausberlin
AdminMCP Claim
Provides LLMs with administrative capabilities to execute shell commands on loc…
C 62 54 62 26 N/A 27 95 98
12065
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
12066
highthon-16
An ADT-based calendar management system that enables users to create, update, a…
C 62 54 54 58 N/A 23 95 73
12067
JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get…
C 62 55 68 36 19 80 99
12068
donghunee
Basic MCP Server Claim
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
C 62 55 66 50 26 81 81
12069
y-moriya
A sample Model Context Protocol server built with Hono framework that provides …
C 62 54 60 51 N/A 24 95 71
12070
vibase-ai
vibase Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
C 62 55 88 63 41 82 19
12071
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
12072
PJ-TST-238819
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 62 55 56 58 10 81 95
12073
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
12074
ericskiff
Provides real-time train schedule information and live predictions for all 18 s…
C 62 66 84 75 0 32 82 91
12075
citedy
Full-stack AI marketing toolkit with 41 MCP tools: SEO article generation in 55…
C 62 55 66 10 N/A 65 80 96
12076
leelakrishnasarepalli
Analyzes resumes against job descriptions to identify missing skills, keywords,…
C 62 55 54 55 22 81 91
12077
stevehorn
Enables searching and filtering Telegram group messages with advanced options f…
C 62 55 60 48 32 81 84
12078
w4yn3sh33n
Provides multilingual greetings in English, Korean, and Japanese, and generates…
C 62 55 66 70 26 81 52
12079
kltng
LCSH MCP Server Claim
Allows AI assistants to search the Library of Congress Subject Headings (LCSH) …
C 62 55 60 31 49 82 90
12080
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
12081
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 55 70 82 N/A 25 94 22
12082
ilyashikalov
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with integrated schema validation a…
C 62 54 30 60 N/A 26 95 100
12083
Ansvar-Systems
lithuanian-law-mcp Claim
Lithuanian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 91
12084
ckamilokoo
MCP Test DB Server Claim
Enables interaction with a PostgreSQL database through MCP tools for employee m…
C 62 55 68 41 26 81 88
12085
MorDavid
Hashcat MCP Server Claim 1
A Model Context Protocol server that provides intelligent hashcat integration f…
C 62 54 57 45 N/A 18 92 90
12086
cdnguy425
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 67 27 81 81
12087
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
12088
haneefdm
A sample MCP server implementation in TypeScript that demonstrates tool creatio…
C 62 54 54 55 N/A 25 95 74
12089
gregm711
Enables AI agents to check domain availability, purchase domains via Stripe, an…
C 62 66 78 66 0 45 82 100
12090
kesslerio
Streamline your Attio workflows using natural language to search, create, updat…
C 62 66 90 51 0 74 69 93
12091
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular se…
C 62 54 74 0 N/A 58 95 88
12092
HowardQin
fastmcp-opengauss Claim
Enables interaction with openGauss databases through multiple transport methods…
C 62 55 80 28 23 71 99
12093
CesarPetrescu
Codex LSP Bridge Claim
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
C 62 54 60 27 N/A 43 90 89
12094
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
12095
FerryZhaoHui
Leiga MCP Server Claim
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
C 62 64 78 61 0 43 95 92
12096
horw
esp-mcp Claim
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
C 62 54 60 22 N/A 39 95 91
12097
laoyouf
weather-mcp-server Claim
C 62 54 54 31 N/A 39 94 90
12098
naveenkumarr1812
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
C 62 54 50 37 N/A 23 95 100
12099
nexus-aissam
MCP Start App Claim 1
A comprehensive local file management and system operations server that provide…
C 62 54 66 36 N/A 20 90 91
12100
joelklabo
Maximum Sats Claim
Bitcoin AI + Nostr WoT scoring (12 tools). L402 pay-per-call. 50 free WoT/day.
C 62 66 72 63 0 60 82 98
Showing 12051–12100 of 57160 servers
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