MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15601
juspay
FDEP MCP Server Claim 1 2
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
F 30 55 96 55 21 77 88
15602
Josuedotcom
Enables AI assistants to interact with SQL Server Data Warehouses using natural…
F 30 55 42 37 35 82 95
15603
jlokos
RayBridge Claim 1
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
F 30 55 96 66 63 80 67
15604
veysby
A basic MCP server adapted from the official quickstart guide that provides wea…
F 30 54 72 56 N/A 30 90 92
15605
llsrrll96
Say Hello Claim 1 2
Generate friendly, personalized greetings by name. Toggle Pirate Mode for swash…
F 30 54 50 57 N/A 31 82 72
15606
EBonura
PICO-8 MCP Server Claim 1 2
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
F 30 54 75 53 N/A 32 87 100
15607
noor188
A sample implementation of Model Context Protocol server using Next.js and the …
F 30 55 68 52 42 82 73
15608
teolex2020
AuraSDK Claim 1 2
F 30 54 90 70 N/A 74 90 87
15609
ragieai
mcp-server Claim 1
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
F 30 66 68 63 0 71 76 91
15610
patrickkabwe
Streamlines React Native CLI project upgrades by providing automated tools to g…
F 30 55 82 100 68 78 63
15611
gifflet
Graphiti MCP Server Claim 1
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
F 30 54 78 67 45 87 95
15612
kukapay
uniswap-trader-mcp Claim 1 2
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
F 30 55 57 60 49 71 88
15613
Sigma711
macinput Claim 1 2
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
F 30 54 57 32 N/A 53 90 99
15614
clanker-lover
SPICEBridge Claim 1
AI-powered circuit design through simulation — an MCP server that gives languag…
F 30 54 82 46 67 90 91
15615
FiveOhhWon
workflows-mcp Claim 1
A Model Context Protocol implementation that enables LLMs to execute complex, m…
F 30 55 72 58 56 80 93
15616
Anudeep-CodeSpace
Educhain MCP Server Claim 1 2
An MCP server that utilizes Google Gemini and the educhain library to generate …
F 30 54 57 52 N/A 21 90 100
15617
ag2-mcp-servers
This MCP server provides access to the KumpeApps API, enabling users to interac…
F 30 55 60 45 21 76 82
15618
ananyaakamat
Integrates with Everything Search Engine to provide lightning-fast file search …
F 30 54 100 65 N/A 42 90 91
15619
RoversX
Enables AI assistants to control Universal Robots through real-time connection …
F 30 55 56 32 44 76 95
15620
MrNitro360
React Native MCP Server Claim 1 4
Provides comprehensive React Native development assistance with expert-level au…
F 30 55 90 100 N/A 67 80 45
15621
SeoNaRu
LexGuard MCP Claim 1 2
Enables AI to search and retrieve South Korean legal information from the Natio…
F 30 55 90 46 27 76 58
15622
EugenEistrach
An MCP server that enables AI agents to send notifications and request user inp…
F 30 55 57 68 42 78 91
15623
aniruddh-alt
Oumi MCP Server Claim 1
Provides access to over 500 pre-configured YAML templates and guided workflows …
F 30 55 78 26 34 71 89
15624
dynamicendpoints
Execute PowerShell commands securely with controlled timeouts and input validat…
F 30 54 86 41 N/A 51 88 89
15625
adaofeliz
A bridge between LLMs and OpenWebUI workspaces that enables managing projects, …
F 30 55 78 71 50 80 100
15626
JunHyungKang
T1D Manager Claim 1
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
F 30 66 78 86 93 38 80 89
15627
dongwoosuk
Grasshopper MCP Claim 1 3
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
F 30 55 90 74 N/A 42 87 68
15628
optimaquantum
Automatic enforcement of critical rules for Claude AI preventing 96 documented …
F 30 55 84 61 69 82 94
15629
TetiAI
hivebox Claim 1
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
F 30 54 92 41 N/A 70 89 99
15630
bhpark1013
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
F 30 55 80 58 30 80 85
15631
Chimera-Protocol
csl-core Claim 1
Deterministic AI safety policy engine with Z3 formal verification. Write, verif…
F 30 54 72 37 N/A 72 82 93
15632
digitarald
Gives VS Code agent mode planning superpowers with dynamic todo lists
F 30 54 96 53 N/A 79 89 95
15633
avimunk1
Provides secure access to Tennis Warehouse product data, enabling users to sear…
F 30 55 60 38 21 76 86
15634
docker
hub-mcp Claim 1
Official MCP server to interact with Docker Hub, providing access to repositori…
F 30 55 80 72 68 78 91
15635
EyeSeeThru
JIT Tool Synthesis Claim 1 2
Enables on-demand generation of TypeScript tools using an LLM with human-in-the…
F 30 55 88 67 30 71 96
15636
waura
Civitai MCP Server Claim 1
Enables interaction with the Civitai API to search for AI models, browse images…
F 30 55 66 71 42 82 97
15637
JagjeevanAK
OpenFoodFacts-mcp Claim 1
This MCP is used to get realtime food data from OpenFoodFacts database. OpenFo…
F 30 55 78 62 45 78 93
15638
CircleCI-Public
mcp-server-circleci Claim 1
Enable natural language interactions with CircleCI functionality through MCP-en…
F 30 55 90 63 57 83 97
15639
DrDroidLab
Signoz MCP Server Claim 1 2
An MCP server that enables AI assistants to interact with Signoz observability …
F 30 55 79 61 50 77 93
15640
LegalEngineering
sk-registers-mcp Claim 1 2
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
F 30 55 55 0 45 76 92
15641
TranHoaiHung
figma-ui-mcp Claim 1 2
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
F 30 54 84 27 N/A 72 89 95
15642
FelippeFarias
Refine Prompt Claim 1 2
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
F 30 55 57 61 45 80 98
15643
h3ro-dev
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
F 30 55 100 71 45 80 90
15644
MarkusPfundstein
mcp-obsidian Claim 1
Interacting with Obsidian via REST API
F 30 55 90 67 50 80 98
15645
HappyAny
A Model Context Protocol (MCP) server that converts LaTeX mathematical expressi…
F 30 55 66 50 36 78 82
15646
RbBtSn0w
Model Context Protocol server for awesome-copilot agents and collections
F 30 54 100 46 N/A 85 90 93
15647
grahama1970
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
F 30 54 90 61 N/A 61 89 92
15648
studio-mcp
Studio MCP Claim 1
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
F 30 54 84 56 N/A 81 87 86
15649
idjohnson
This MCP server enables the generation of structured fitness content, including…
F 30 55 76 47 22 80 89
15650
siscale
Arcanna MCP Server Claim 1
Enables interaction with Arcanna's AI-powered security use cases, allowing user…
F 30 55 78 67 35 74 90
Showing 15601–15650 of 67226 servers
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