MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12001
EloiBiesek
n8n-mcp Claim
C 62 66 96 43 0 69 77 92
12002
BACH-AI-Tools
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
C 62 55 41 100 45 81 38
12003
kesslerio
Streamline your Attio workflows using natural language to search, create, updat…
C 62 66 90 51 0 74 69 93
12004
gregm711
Enables AI agents to check domain availability, purchase domains via Stripe, an…
C 62 66 78 66 0 45 82 100
12005
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
12006
shin-usu
LGTM Dog MCP Claim 2
An MCP server that generates images of random dogs from the Dog CEO API with 'L…
C 62 54 51 55 N/A 21 90 88
12007
JeongJaeSoon
MCP Server Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
C 62 55 48 63 23 82 88
12008
stevehorn
Enables searching and filtering Telegram group messages with advanced options f…
C 62 55 60 48 32 81 84
12009
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
12010
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
12011
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
12012
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
12013
dangvinh
MCP OCR Server Claim 1
High-performance OCR server using native Tesseract (C++) for text extraction fr…
C 62 54 39 27 N/A 69 92 94
12014
r0x0d
linux-mcp-server Claim 2
MCP server for read-only Linux system administration, diagnostics, and troubles…
C 62 64 65 66 0 74 81 95
12015
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 55 70 82 N/A 25 94 22
12016
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
12017
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
12018
mkXultra
ai-cli-mcp Claim 1
Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) …
C 62 64 81 32 0 85 90 97
12019
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
12020
ajot
Enables domain availability checking through dual verification using WHOIS look…
C 62 55 66 36 19 82 100
12021
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
12022
naveenkumarr1812
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
C 62 54 50 37 N/A 23 95 100
12023
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
12024
w4yn3sh33n
Provides multilingual greetings in English, Korean, and Japanese, and generates…
C 62 55 66 70 26 81 52
12025
egawata
Generates creative illustration prompts featuring characters from the Love Live…
C 62 55 46 60 32 80 88
12026
leelakrishnasarepalli
Analyzes resumes against job descriptions to identify missing skills, keywords,…
C 62 55 54 55 22 81 91
12027
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
12028
terellcodes
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 54 50 25 76 99
12029
ibm-pedro-tabofunda
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 62 55 48 67 27 81 83
12030
ericskiff
Provides real-time train schedule information and live predictions for all 18 s…
C 62 66 84 75 0 32 82 91
12031
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
12032
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 55 72 36 32 80 82
12033
barwalgayatri02
A demonstration project for building and testing Model Context Protocol (MCP) s…
C 62 54 64 22 N/A 29 95 99
12034
shubhechhadey
Provides real-time weather alerts for US states using the National Weather Serv…
C 62 55 60 40 21 83 100
12035
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12036
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
12037
NAITIVEAI
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 70 24 81 81
12038
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
12039
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
12040
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular se…
C 62 54 74 0 N/A 58 95 88
12041
apw124
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with local L…
C 62 54 47 37 N/A 43 92 95
12042
nanameru
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
C 62 55 54 82 23 81 58
12043
donghunee
Basic MCP Server Claim
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
C 62 55 66 50 26 81 81
12044
cdnguy425
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 67 27 81 81
12045
mailmodo
Mailmodo Claim
Mailmodo
C 62 66 66 72 0 62 81 97
12046
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 54 45 56 N/A 24 90 88
12047
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
12048
hokupod
Translates Japanese text into English using the Textra API service, enabling LL…
C 62 55 54 36 39 81 100
12049
joepangallo
mcp-audit-server Claim
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
C 62 55 86 0 N/A 67 69 94
12050
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
Showing 12001–12050 of 57160 servers
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