MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22451
awaku7
mcpbluesky Claim 1
An MCP server that enables users to interact with the Bluesky social network th…
D 54 44 47 43 45 80
22452
Joshuashen022
Enables AI agents to interact with Ethereum blockchain by querying ETH and ERC-…
D 54 44 48 58 24 81
22453
chaindead
TOONer Claim
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
D 54 44 60 17 69 74
22454
PrakharSinghDev
Enables interactive stock market analysis using local Deepseek-R1 model through…
D 54 43 64 22 N/A 27 95
22455
mjbeatty89
dotfiles Claim
D 54 33 44 N/A N/A 18 95
22456
ningwenjie
MCP Server Claim
A multi-functional computing platform server designed to integrate with large l…
D 54 44 42 66 21 81
22457
Shak2000
Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real…
D 54 43 48 50 N/A 16 95
22458
huazhengwang
A Multi-Agent Conversation Protocol server that enables interaction with the Cl…
D 54 44 60 47 21 80
22459
cmet7
plane-mcp Claim 1
An MCP server for the Plane project management platform that enables users to m…
D 54 44 61 37 27 81
22460
rigzindorje
Gmail API MCP Server Claim 1
A Model Context Protocol server that enables interaction with the Gmail API thr…
D 54 43 45 50 N/A 21 95
22461
jasong-03
SuiAgentic Claim
A FastAPI-based application that enables document embedding and semantic retrie…
D 54 44 42 68 16 82
22462
78
A protocol interface that extends AI capabilities by enabling models to interac…
D 54 44 56 43 31 80
22463
RobThePCGuy
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG s…
D 54 43 64 0 N/A 62 90
22464
rand-tech
PCM Claim 1
MCP server for reverse engineering that enables interaction with IDA Pro for an…
D 54 43 41 43 N/A 45 89
22465
quaternionmedia
QMCP Claim
A FastAPI-based Model Context Protocol server that enables tool discovery, invo…
D 54 44 48 41 43 82
22466
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
D 54 44 45 38 54 82
22467
chumbalayaa
amiready-ai Claim
D 54 43 48 45 N/A 30 90
22468
viamus
Azure DevOps MCP for querying repositories, pipelines, work items, and delivery…
D 54 43 58 N/A 0 66 95
22469
qualixar
Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entit…
D 54 44 64 0 72 81
22470
RealYoungk
Provides natural language access to South Korean corporate disclosure data, fin…
D 54 44 54 32 48 80
22471
Bluepuff71
Unity MCP Claim 1
A Model Context Protocol server that integrates AI assistants like Claude and C…
D 54 43 49 27 N/A 44 95
22472
debajoycs98
Enables comprehensive personal task management through specialized MCP servers …
D 54 43 60 27 N/A 26 95
22473
rccyx
S3 MCP Server Claim
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
D 54 44 60 25 49 81
22474
ag2-mcp-servers
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
D 54 43 45 50 N/A 21 95
22475
blacktop
mcp-tts Claim 1
MCP Server for Text to Speech
D 54 43 41 10 N/A 80 96
22476
tusharpatil2912
Enables AI assistants to generate images, text, and audio content through the P…
D 54 44 66 37 22 81
22477
zafjhgbv
mcp Claim
D 54 43 50 43 N/A 21 95
22478
kitwork
kitwork Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
D 54 43 54 12 N/A 54 95
22479
mastercode-io
An MCP server for Zoho Creator's Scaflog application that provides note managem…
D 54 43 41 63 N/A 17 90
22480
o2-exchange
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
D 54 44 60 41 27 81
22481
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides access to Google's Loc…
D 54 44 60 50 21 76
22482
ag2-mcp-servers
Vimeo MCP Server Claim
Provides a Multi-Agent Conversation Protocol server for interfacing with the Vi…
D 54 44 60 42 21 83
22483
scanzy
Enables AI interaction with Microsoft Access and SQLite databases to perform SQ…
D 54 43 58 20 N/A 45 90
22484
BACH-AI-Tools
An MCP server that enables users to search for recipes and cooking instructions…
D 54 44 35 60 42 81
22485
MightyDillah
Apple Doc MCP Claim 1
A Model Context Protocol server that provides AI coding assistants with direct …
D 54 44 49 31 54 82
22486
LEKKALAGANESH
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
D 53 44 48 60 16 81
22487
hipposys-ltd
Airflow MCP Claim
Enables users to interact with Apache Airflow orchestration platform through na…
D 53 44 48 40 50 76
22488
basementstudio
MCP Three Claim
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
D 53 44 48 52 26 81
22489
shanezchang
mcp-hub Claim
A self-hosted remote MCP server that provides reusable prompts and development …
D 53 44 54 27 48 83
22490
ag2-mcp-servers
A Multi-Agent Conversation Protocol server for interacting with Google Play Gam…
D 53 44 60 42 21 81
22491
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides a natural language int…
D 53 44 60 40 21 81
22492
yoniassia
Provides access to a comprehensive financial intelligence platform featuring re…
D 53 44 54 38 36 80
22493
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
22494
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
22495
foxywolf-hub
MCP Server Claim
Model Context Protocol server that enables API test automation across various A…
D 53 43 50 31 N/A 39 90
22496
dodufish
PIXRA Claim
Pixelize the real world on-chain
D 53 43 56 12 N/A 45 95
22497
wklee610
kafka-mcp Claim 1
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
D 53 44 41 28 68 80
22498
icatw
UML MCP Claim
Enables AI assistants to generate UML diagrams through natural language by rend…
D 53 44 54 41 31 81
22499
husniadil
This server generates placeholder image URLs from various providers, supporting…
D 53 44 60 22 43 81
22500
sehmim
MCPHy Claim
Transform REST APIs into intelligent, chat-driven MCP servers with zero code ch…
D 53 44 48 32 53 81
Showing 22451–22500 of 33449 servers
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