MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
cliffordru
MCP Meeting Agent Claim
Enhances meetings by providing technology trivia questions, interesting fun fac…
C 65 55 74 38 42 81 85
10502
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10503
jacepark12
A MCP server for TickTick that enables interacting with your TickTick task mana…
C 65 55 69 43 26 82 99
10504
ryanhall00
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
C 65 54 48 67 N/A 26 95 82
10505
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10506
ABAKHAR721
A basic MCP server setup guide demonstrating how to configure and run Python-ba…
C 65 54 72 36 N/A 21 95 90
10507
yarnovo
Enables intelligent exploration of Unreal Engine documentation through a Neo4j-…
C 65 55 54 62 46 83 77
10508
RossH121
Discord MCP Server Claim 2
An MCP server that allows Claude to interact with Discord by providing tools fo…
C 65 55 63 58 16 80 99
10509
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 55 75 40 66 82 62
10510
krzemienski
Shannon MCP Claim
A comprehensive Model Context Protocol server for Claude Code that provides pro…
C 65 55 66 100 24 81 38
10511
MeterLong
Doc/docx-MCP Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
C 65 54 76 28 N/A 18 95 98
10512
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
10513
Leivoo
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
C 65 55 45 62 35 82 98
10514
rahulthedevil
Jira-Context-MCP Claim
MCP server to provide Jira Tickets information to AI coding agents like Cursor
C 65 55 72 35 45 81 91
10515
ImRonAI
Automate cloud browsers to navigate websites, interact with elements, and extra…
C 65 66 90 72 0 53 81 93
10516
gigachadtrey
mcp Claim
C 65 54 54 51 N/A 22 90 100
10517
le-yo
MCP Weather Server Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 55 48 66 26 81 100
10518
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10519
burnssa
Afterpaths Claim
Session memory for AI coding agents. Search past sessions, extract rules, and t…
C 65 54 66 52 N/A 31 77 92
10520
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10521
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10522
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 55 82 36 30 81 86
10523
tructranthanh
Enables users to fetch jokes from various categories including Chuck Norris and…
C 65 55 48 55 41 81 100
10524
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10525
bleugreen
KiCad MCP Server Claim
Enables analysis of KiCad electronic schematics through natural language querie…
C 65 54 78 28 N/A 26 95 91
10526
AndyShaman
gemini-webapi-mcp Claim 1
MCP server for Google Gemini that enables image generation, editing, file analy…
C 65 54 57 38 N/A 51 90 92
10527
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10528
LinkupPlatform
Search the web in real time to get trustworthy, source-backed answers. Find the…
C 65 66 82 67 0 73 81 93
10529
Ijongwon
MCP Practice Claim
A Model Context Protocol (MCP) server that demonstrates how to build and implem…
C 65 55 54 100 N/A 23 95 37
10530
TGM-Ventures
Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure fo…
C 65 55 96 0 46 82 100
10531
juyitingmcp
聚义厅MCP Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
C 65 55 60 100 56 81 17
10532
alohays
openai-tool2mcp Claim 1
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
C 65 55 74 70 56 80 38
10533
jiantmo
Enables AI assistants to interact with Dynamics 365 Commerce systems through 12…
C 65 55 90 74 19 81 39
10534
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10535
Traia-IO
A standardized MCP server designed for testing integration with the Des MCP Ser…
C 65 55 72 43 27 80 98
10536
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10537
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10538
yusuferenkt
A JSON-based database MCP server with JWT authentication that enables user mana…
C 65 55 72 75 N/A 23 95 45
10539
dgarcoe
Enables interaction with Ham Radio DX Cluster networks to read and create spots…
C 65 55 62 46 46 76 96
10540
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10541
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 55 60 50 38 81 93
10542
seansoreilly
ABS MCP Server Claim 3
An MCP server that provides AI assistants with access to Australian Bureau of S…
C 65 55 71 58 18 82 85
10543
DanielBlomma
cortex Claim
Local repo context for coding assistants with semantic search and graph relatio…
C 65 54 72 28 N/A 43 90 87
10544
glucn
MCP DNS Claim
A Model Context Protocol tool that provides DNS querying capabilities for vario…
C 65 55 54 100 41 81 41
10545
mcuellar
Automates resume tailoring by formatting job descriptions, using AI to customiz…
C 65 54 72 30 N/A 21 95 100
10546
317431629
3dsmax-mcp Claim 1
Enables AI assistants to directly control Autodesk 3ds Max through natural lang…
C 65 54 72 53 N/A 45 87 62
10547
hanku4u
eBay MCP Server Claim
Enables AI assistants to search eBay listings, track item prices over time, and…
C 65 55 72 31 45 82 94
10548
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 66 84 71 0 64 81 91
10549
burnshall-ui
SovietRepublic-MCP Claim 2
An MCP server that exposes live game data from Workers & Resources: Soviet Repu…
C 65 54 75 31 N/A 27 90 95
10550
knishioka
Cost Management MCP Claim 1
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
C 65 55 85 57 60 81 36
Showing 10501–10550 of 67226 servers
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