MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14201
charl-kruger
Cloudflare Worker that deploys an MCP server providing a single tool to return …
D 54 55 72 32 19 81 53
14202
Sim-xia
blind-auditor Claim
A zero-cost MCP server that forces AI to self-correct generation messages using…
D 54 64 66 26 0 49 95 92
14203
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14204
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14205
moeki0
A MCP server that requires user authentication via Auth0, allowing it to call p…
D 54 55 33 35 23 80 100
14206 D 54 55 60 30 16 80 73
14207
vemonet
openroute-mcp Claim
MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRo…
D 54 64 66 33 0 79 83 77
14208
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14209
catherinedparnell
Finnhub MCP Server Claim 2
This server provides an interface with the Finnhub API, enabling users to obtai…
D 54 55 56 20 18 80 93
14210
Atennebris
GMS2 MCP Server Claim 2
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
D 54 54 47 60 N/A 15 90 49
14211
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14212
raqueljezweb
Enables seamless integration with AnythingLLM instances, providing complete wor…
D 54 66 78 36 0 42 81 86
14213
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14214
ojhaayush03
KafkaIQ Claim
Enables AI assistants to manage and monitor Apache Kafka clusters through natur…
D 54 55 54 21 22 81 89
14215
rajeevchandra
A FastMCP server that enables natural language querying of PostgreSQL databases…
D 54 55 54 26 16 81 89
14216
zubi-wiz
regmd-mcp Claim 2
An MCP server for regMD that provides global medical device regulatory intellig…
D 54 55 55 0 45 81 93
14217
robertllouw
Delivers Chuck Norris jokes and Dad jokes on demand through Microsoft Copilot S…
D 54 66 48 55 0 49 81 98
14218
xhpxhpxhp
Enables downloading watermark-free videos from platforms like Douyin, TikTok, a…
D 54 54 60 33 N/A 40 87 47
14219
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 64 72 42 0 45 95 68
14220
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14221
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 66 57 46 0 45 81 100
14222
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 66 84 43 0 21 81 91
14223
ParseDark
A FastMCP-based server that provides tools for analyzing stock market data, inc…
D 54 55 54 28 19 81 84
14224
SannketNikam
Demo MCP Server Claim
A simple demonstration MCP server that provides basic utility tools including d…
D 54 55 50 25 24 81 88
14225
tatsuyamiyazaki
copilot-usage-mcp Claim 1
An MCP server that retrieves GitHub Copilot usage metrics and seat assignment d…
D 54 55 47 0 55 82 97
14226
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14227
0xshellming
mcp-summarizer Claim 1
AI Summarization MCP Server, Support for multiple content types: Plain text, We…
D 54 66 62 62 0 27 81 92
14228
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 66 54 72 0 39 81 80
14229
Drakoxw
MCP Server Demo Claim 1
A Model Context Protocol server implementation that can be run directly or thro…
D 54 54 27 40 N/A 21 95 88
14230
whistlegraph
MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock …
D 54 64 63 35 0 55 83 97
14231
mizuka-wu
mihome-mcp Claim 1
An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smar…
D 54 66 69 45 0 30 81 100
14232
zach-snell
obx Claim
A fast, lightweight MCP server and CLI for Obsidian vaults built in Go. 16 mult…
D 54 55 66 15 76 77 43
14233
xiaobenyang-com
IP-Search Claim
Relying on a global honeypot network and an IP intelligence analysis platform b…
D 54 64 72 68 0 45 95 39
14234
mastergo-design
MasterGo Magic MCP Claim
Connects AI models to MasterGo design tools, enabling retrieval of DSL data, co…
D 54 66 60 66 0 35 76 88
14235
waystation-ai
wrike Claim
Manage projects, tasks, and workflows with Wrike project management.
D 53 66 88 10 0 40 81 100
14236
MeetRathodNitsan
MCP AI Server Claim
A modular tool that combines RAG-based retrieval with Pinecone vector storage t…
D 53 54 48 22 N/A 23 95 75
14237
team-plask
3D-MCP Claim
A universal Model Context Protocol implementation that serves as a semantic lay…
D 53 54 72 26 N/A 42 90 28
14238
lwsinclair
Provides access to markdown documentation for local NPM, Go, and PyPi packages …
D 53 54 54 33 N/A 48 87 40
14239
ismailbl72
Allows users to search for academic conferences and events from WikiCFP by keyw…
D 53 55 44 31 16 83 88
14240
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14241
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14242
mshojaei77
ReActMCP Claim 1
ReActMCP is a reactive MCP client that empowers AI assistants to instantly resp…
D 53 66 67 46 0 29 77 99
14243
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14244
muxinc
mcp Claim 1
The official MCP Server for the Mux API
D 53 66 96 10 0 88 52 87
14245
stayce
partd-mcp Claim 1
CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.
D 53 66 72 57 0 47 82 61
14246
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14247
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
14248
augmnt
Augments MCP Server - A comprehensive framework documentation provider for Clau…
D 53 66 66 33 0 56 81 89
14249
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14250
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
Showing 14201–14250 of 57357 servers
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