MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11301
sheyboy
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 63 55 48 67 29 84 82
11302
josuemj
Provides tools to retrieve and compare detailed information about countries, in…
C 63 55 48 56 28 82 100
11303
vivekbala
Enables real-time Kubernetes cluster observability and debugging through standa…
C 63 55 78 31 16 81 97
11304
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11305
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11306
luuisotorres
mcp-ai-agent Claim
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
C 63 54 66 32 N/A 48 95 71
11307
SecretiveShell
MCP-toolhouse Claim 2
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
C 63 55 73 32 37 81 89
11308
keepview
A Model Context Protocol server that enables real-time communication using Serv…
C 63 54 45 63 N/A 21 95 82
11309
linxule
Lotus Wisdom Claim 1
Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualiz…
C 63 66 81 68 0 65 82 86
11310
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11311
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11312
wannabidr
A local Retrieval-Augmented Generation system that enables users to ingest mark…
C 63 54 60 36 N/A 29 90 97
11313
ebailey78
MCP Memory Server Claim 3
A Model Context Protocol server for Claude Desktop that provides structured mem…
C 63 55 51 57 23 82 95
11314
evo-hydra
morpheus-mcp Claim 1
Provides plan state management and phase gate enforcement for AI development lo…
C 63 55 76 31 27 82 94
11315
kaypon
MCP Tooling Lab Claim 1
A Node.js-based MCP server that enables AI agents to generate embeddings, index…
C 63 55 48 56 27 82 100
11316
protonese3
Unloop MCP Claim
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
C 63 54 72 0 N/A 56 95 97
11317
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11318
BACH-AI-Tools
Provides access to the Youtube138 API for searching videos, retrieving channel …
C 63 55 56 100 45 81 20
11319
Traia-IO
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
C 63 55 68 46 24 80 91
11320
madebyaris
Rakit UI AI Claim
Enables AI assistants to present multiple UI component designs in a browser for…
C 63 66 96 58 0 54 77 95
11321
dabblefish-solutions
Enables the analysis of DBT manifests with automatic schema version detection a…
C 63 55 68 30 36 82 95
11322
wayangalihpratama
A template for deploying an authentication-free remote MCP server on Cloudflare…
C 63 55 48 68 27 81 85
11323
CDataSoftware
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
C 63 64 88 70 0 38 85 94
11324
kinglionsz
A server that enables AI models to access user geolocation information via Edge…
C 63 55 66 28 41 81 100
11325
jessieorg
YYSK MCP Server Claim
An enterprise internal knowledge base assistant that enables AI models to retri…
C 63 55 72 40 29 78 88
11326
anbeime
A tool that deploys an authentication-free Model Context Protocol server on Clo…
C 63 55 48 68 26 84 85
11327
StanleytheGoat
aegis-defi Claim
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, …
C 63 55 78 0 66 78 98
11328
regismesquita
A2A MCP Server Claim 1
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
C 63 55 51 63 19 81 95
11329
SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
C 63 55 66 31 37 82 99
11330
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11331
Jongryong
Connects to Jira instances to generate weekly reports based on issue activity, …
C 63 54 62 67 N/A 20 95 59
11332
michaelbuckner
ServiceNow MCP Server Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 55 33 71 45 81 90
11333
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11334
gs-ysingh
Travel MCP Server Claim
Enables comprehensive travel planning by providing tools for flight and accommo…
C 63 55 78 75 31 81 33
11335
avivshafir
abstractapi-mcp-server
C 63 55 62 32 41 81 99
11336
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11337
cnych
Backlinks MCP Claim 1
A MCP server for retrieving backlink information for any domain(SEO).
C 63 55 57 37 47 80 97
11338
ahmad2x4
Seq MCP Server Claim
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
C 63 55 66 82 48 81 27
11339
monuit
Enables AI assistants to access Oura Ring health data including sleep, readines…
C 63 66 84 68 0 45 82 100
11340
ZhipingYang
FFS MCP Server Claim 1
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
C 63 55 45 58 27 81 100
11341
zwldarren
Provide access to Chinese stock market data including historical prices, real-t…
C 63 66 76 61 0 78 81 92
11342
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
11343
tebinraouf
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
C 63 54 56 38 N/A 25 95 96
11344
tweiss777
Enables AI assistants to interact with Salesforce CRM by executing SOQL queries…
C 63 55 76 40 30 78 84
11345
mistral-mcp-hackathon
Team MCP Server Claim
Provides team information retrieval capabilities through HTTP streaming transpo…
C 63 55 62 31 45 81 95
11346
CharTyr
STS2-Agent Claim
杀戮尖塔2的MOD,将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server,供支持 MCP 的AI客户端直接调用
C 63 54 72 0 N/A 59 89 99
11347
ruska-ai
MCPServe Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
C 63 55 62 41 36 74 100
11348
RodrigoUC
Docker MCP Server Claim 2
An MCP server that enables managing Docker containers through natural language …
C 63 54 57 47 N/A 30 82 96
11349
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11350
Shaoqigit
pyNastran MCP Server Claim 2
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
C 63 54 53 31 N/A 49 92 91
Showing 11301–11350 of 30006 servers
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