MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5001
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
5002
PancrePal-xiaoyibao
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
B 74 55 94 55 47 81 83
5003
johnsorrentino
MCP Namecheap Server Claim 1
Provides integration with the Namecheap API for domain management operations, i…
B 74 55 86 66 23 80 100
5004
yhyyz
Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or loc…
B 74 55 80 60 52 80 96
5005
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
5006
ScriptedAlchemy
Enables AI assistants to debug Node.js applications using Chrome DevTools Proto…
B 74 54 72 61 N/A 54 95 87
5007
wcampbellgalaxy
Analyzes Solana blockchain metrics from InfluxDB and generates categorized Graf…
B 74 55 94 91 23 81 61
5008
run-llama
mcp-server-llamacloud Claim 1
A MCP server connecting to managed indexes on LlamaCloud
B 74 54 79 41 N/A 73 95 82
5009
jmtroller
US business bankruptcy data via MCP: search by name, EIN. Lookup docket items.
B 74 66 90 72 71 21 81 94
5010
nanyang12138
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
B 74 55 82 91 39 81 61
5011
markswendsen-code
ubereats Claim 2
MCP server for Uber Eats - let AI agents order food delivery
B 74 54 75 62 N/A 32 90 100
5012
baranwang
mcp-tung-shing Claim 1
A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calcu…
B 74 55 72 100 N/A 67 95 29
5013
LiteObject
Provides real-time access to official LangChain documentation, API references, …
B 74 55 86 62 31 82 99
5014
paybyrd
claude-mcp-server Claim 1
A Model Context Protocol server that enables Claude AI to interact with Paybyrd…
B 74 55 79 70 37 80 97
5015
guocong-bincai
YAPI MCP PRO Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 54 66 68 N/A 51 89 92
5016
forayconsulting
An MCP server that enables users to list, download, search, and manage Zoom mee…
B 74 55 81 68 42 76 94
5017
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 55 84 100 N/A 26 95 42
5018
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
5019
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
5020
IQAIcom
Upbit MCP Server Claim 1
Enables interaction with the Upbit cryptocurrency exchange through public marke…
B 74 55 84 82 74 81 45
5021
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
5022
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 55 84 66 52 80 82
5023
tallpizza
Dooray MCP Server Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 55 94 60 29 81 90
5024
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
5025
fazer-ai
mcp-obsidian Claim
MCP server for Obsidian (TypeScript + Bun)
B 74 54 56 68 N/A 74 87 91
5026
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 55 78 100 47 71 61
5027
arcjet
Arcjet Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
B 74 55 66 100 48 95 52
5028
Benniu
emqx-mcp-server Claim
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
B 74 55 84 46 66 81 95
5029
miguelg719
A Model Context Protocol server that integrates with Home Assistant to provide …
B 74 55 77 66 42 81 96
5030
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
5031
MediocreTriumph
Tmux MCP Server Claim
Enables programmatic control over tmux terminal sessions for SSH access, comman…
B 74 54 90 58 N/A 30 84 94
5032
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 54 84 58 N/A 19 95 100
5033
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
5034
Luminaire1337
MCP server for MTA:SA documentation with intelligent search and caching
B 74 54 73 58 N/A 53 90 94
5035
flying3615
Eventfinda MCP Claim
Provides access to event data from the Eventfinda API, allowing AI agents to se…
B 74 54 72 71 N/A 33 95 91
5036
devlimelabs
A unified control center for managing MCP servers, providing tooling for enviro…
B 74 55 76 61 49 80 99
5037
pungggi
smart-terminal Claim
MCP PTY server providing AI agents with real interactive terminal access
B 74 55 76 100 N/A 37 95 46
5038
raghupalash
Anki MCP Server Claim 1
Provides programmatic access to Anki flashcard operations through the AnkiConne…
B 74 54 84 57 N/A 24 94 100
5039
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
5040
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
5041
slashprint
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
B 74 54 84 58 N/A 31 95 93
5042
superyuser
Enables extraction of comprehensive LinkedIn profile data including experience,…
B 74 54 78 70 N/A 21 95 90
5043
Tamsi
Red Bee MCP Server Claim
Enables interaction with Red Bee Media OTT streaming platform, providing 33 too…
B 74 55 86 58 42 81 97
5044
sonnd08
n8n MCP Server Claim
Provides AI assistants with direct access to the n8n automation platform to man…
B 74 55 100 41 41 81 98
5045
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
5046
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
5047
bibash44
Enables AI assistants to create and manipulate Microsoft Word documents program…
B 74 54 78 62 N/A 32 90 100
5048
fctr-id
okta-mcp-server Claim
The Okta MCP Server is a groundbreaking tool built by the team at Fctr that ena…
B 74 55 90 37 N/A 68 86 91
5049
dahlia
Clipboard MCP Claim
Provides tools for reading and writing system clipboard data across Linux, macO…
B 74 55 56 82 N/A 42 95 90
5050
SiddarthaKoppaka
Aggregates and searches used car listings from multiple sources (Cars.com, Auto…
B 74 55 94 83 44 81 53
Showing 5001–5050 of 46053 servers
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