MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16451
kukapay
pumpfun-wallets-mcp ⚡ Claim 1 2
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
F 25 5⁄5 ◉ ⏳ 49 30 — 38 80 100
16452
marty5499
A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT …
F 25 5⁄5 ◉ ⏳ 57 83 — 29 76 21
16453
Pedropfuenmayor
A proof of concept implementation of Model Context Protocol server running on C…
F 25 5⁄5 ◉ ⏳ 54 62 — 26 71 76
16454
Tongzhao9417
MinerU MCP Server ⚡ Claim 1
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
F 25 5⁄5 ◉ ⏳ 54 0 — 27 78 87
16455
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 5⁄5 ◉ ⏳ 72 100 — 29 80 41
16456
hongsw
Hello-MCP ⚡ Claim 1
A utility tool that enables Claude Desktop to interact with external tools via …
F 25 5⁄5 ◉ ⏳ 64 71 — 66 77 81
16457
zenmindyj
WeChat Article Parser ⚡ Claim 2
Parses WeChat public account articles to extract metadata, content, and generat…
F 25 5⁄5 ◉ ⏳ 54 41 — 19 76 74
16458
epicweb-dev
A workshop repository teaching advanced Model Context Protocol features for bui…
F 25 6⁄6 ◉ ⏳ 84 68 0 40 78 97
16459
siendomiguel
MCP Webhook Server ⚡ Claim 1 2
An MCP server that enables sending data to webhooks via HTTP POST for both loca…
F 25 5⁄5 ◉ ⏳ 27 33 — 25 80 88
16460
ztxtxwd
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
F 25 5⁄5 ◉ ⏳ 60 68 — 60 80 78
16461
heliosarchitect
wems-mcp-server ⚡ Claim 1 2
A powerful MCP server that connects AI assistants to authoritative natural haza…
F 25 5⁄5 ◉ ⏳ 96 45 — 63 80 84
16462
AEGISnetInc
TS-MCP Claim 1 2
An MCP server for conversational FHIR testing that integrates with the Touchsto…
F 25 5⁄5 ◉ ⏳ 75 71 — 40 82 100
16463
Nexo-Agent
PlotMCP Server ⚡ Claim 2 3
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
F 25 5⁄5 ◉ ⏳ 45 50 — 27 80 91
16464
den-tanui
Kitty MCP Server ⚡ Claim 1 2
A production-grade server for programmatically controlling kitty terminal insta…
F 25 5⁄4 ◉ ⏳ 86 40 N/A 51 90 92
16465
manbavaran
Multi-MCP Hub ⚡ Claim 1
A centralized gateway and router that integrates multiple MCP servers into a si…
F 25 5⁄5 ◉ ⏳ 68 43 — 29 80 72
16466
caboose-mcp
Caboose MCP Claim 1 2
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
F 25 6⁄6 ◉ ⏳ 96 96 95 69 70 92
16467
clssck
Dataiku MCP ⚡ Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 5⁄4 ◉ ⏳ 65 68 N/A 86 77 86
16468
sionic-ai
Storm MCP Server ⚡ Claim 1 3
An open protocol server that implements Anthropic's Model Context Protocol to e…
F 25 5⁄5 ◉ ⏳ 72 67 — 22 76 53
16469
raoulbia-ai
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
F 25 5⁄5 ◉ ⏳ 84 72 — 42 80 95
16470
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 5⁄5 ◉ ⏳ 57 58 — 44 80 94
16471
markswendsen-code
opentable ⚡ Claim 1 3
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
F 25 5⁄4 ◉ ⏳ 75 68 N/A 32 87 100
16472
Ai-Quill
Scraper.is MCP Server ⚡ Claim 2
Enables extracting data from websites using natural language prompts, allowing …
F 25 5⁄5 ◉ ⏳ 84 70 — 54 78 91
16473
ronantakizawa
GIS Data Conversion MCP ⚡ Claim 1 4
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
F 25 5⁄5 ◉ ⏳ 81 100 N/A 44 92 44
16474
ankur-1garg
Repo Analyzer MCP Server ⚡ Claim 1 2
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
F 25 5⁄4 ◉ ⏳ 45 38 N/A 18 89 88
16475
tecton-ai
Tecton MCP Server ⚡ Claim 1
Provides a set of tools to interact with Tecton clusters, manage feature stores…
F 25 5⁄5 ◉ ⏳ 90 35 — 45 80 94
16476
piplabs
Story SDK MCP Server ⚡ Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 5⁄5 ◉ ⏳ 90 41 — 49 77 93
16477
blackwhite084
An MCP python server using Playwright for browser automation,more suitable for …
F 25 5⁄4 ◉ ⏳ 78 50 N/A 44 87 96
16478
alexpota
deploy-mcp ⚡ Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 5⁄5 ◉ ⏳ 96 45 — 86 80 93
16479
CollabVMgamez
Enables AI models to play the game Peggle by capturing the primary monitor's sc…
F 25 5⁄4 ◉ ⏳ 72 70 N/A 29 90 100
16480
zeitlospaco
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
F 25 5⁄5 ◉ ⏳ 84 66 — 24 76 93
16481
akilat-spec
Track and manage employee time off with quick balance lookups and streamlined a…
F 25 6⁄6 ◉ ⏳ 72 38 0 34 74 78
16482
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 5⁄5 ◉ ⏳ 80 73 — 54 78 83
16483
moongzee
Monitors product prices by comparing database reference prices with real-time G…
F 25 5⁄5 ◉ ⏳ 60 33 — 23 76 78
16484
HagaiHen
Integrates with Facebook Pages to enable direct management of posts, comments, …
F 25 5⁄5 ◉ ⏳ 60 27 — 43 78 99
16485
dqhieu
Compresto MCP ⚡ Claim 1 2
A Model Context Protocol server that provides AI assistants with real-time data…
F 25 5⁄5 ◉ ⏳ 77 25 — 43 82 99
16486
xiaobenyang-com
Realtime-News ⚡ Claim 2
Obtain real-time news trending lists: Weibo Hot Search, Baidu Hot List, Zhihu H…
F 25 6⁄6 ◉ ⏳ 72 68 0 50 71 56
16487
Vic563
MemGPT MCP Server Claim 1 3
A TypeScript-based server that provides a memory system for Large Language Mode…
F 25 5⁄5 ◉ ⏳ 90 58 — 21 76 98
16488
zhangzhongnan928
A secure system enabling AI assistants to interact with blockchain data and pre…
F 25 5⁄5 ◉ ⏳ 66 71 — 39 80 97
16489
Mithgroth
FakeStore MCP Claim 1 3
A Model Context Protocol server that enables AI assistants to interact with a c…
F 25 6⁄6 ◉ ⏳ 81 60 97 26 80 100
16490
yuru-sha
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
F 25 5⁄5 ◉ ⏳ 86 55 — 57 76 80
16491
symphonyno10
wholesale-mcp ⚡ Claim 1 4
An MCP server that enables AI assistants to browse, analyze, and automate inter…
F 25 5⁄4 ◉ ⏳ 39 0 N/A 45 77 61
16492
Love-Gwen2025
Utility MCP Server ⚡ Claim 1
A general-purpose MCP server providing time-related utilities such as fetching …
F 25 5⁄5 ◉ ⏳ 54 42 — 33 78 81
16493
Raistlin82
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
F 25 5⁄5 ◉ ⏳ 90 41 N/A 55 70 91
16494
henghonglee
MCP Secrets ⚡ Claim 2 3
A secure secrets management server that enables LLMs to execute CLI commands us…
F 25 5⁄4 ◉ ⏳ 90 71 N/A 30 89 92
16495
Ejb503
A specialized MCP server that enables AI agents to interact with Reddit, includ…
F 25 5⁄5 ◉ ⏳ 90 66 — 32 78 91
16496
Miles0sage
Enables AI agents to interact with Twitter/X through Playwright browser automat…
F 25 5⁄4 ◉ ⏳ 64 0 N/A 45 87 98
16497
AIDC-AI
Pixelle-MCP ⚡ Claim 1
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
F 25 5⁄4 ◉ ⏳ 90 38 N/A 57 89 97
16498
kalivaraprasad-gonapa
Azure MCP Server ⚡ Claim 2
Enables natural language interaction with Azure services through Claude Desktop…
F 25 5⁄5 ◉ ⏳ 94 75 — 52 69 93
16499
augmentedivan
Fabric MCP Server ⚡ Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 5⁄5 ◉ ⏳ 75 83 N/A 44 87 43
16500
SecurityTalent
Provides real-time threat intelligence and malware metadata by integrating with…
F 25 5⁄5 ◉ ⏳ 68 0 — 35 76 96
Showing 16451–16500 of 69182 servers
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