MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
appricos
mcp-pushinator Claim
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
C 65 55 54 62 41 76 91
10302
needle-ai
needle-mcp Claim
Needle MCP Server for easy RAG.Long-term memory for LLMs.
C 65 66 96 65 0 48 84 97
10303
keyurgolani
MCP Color Server Claim 1
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
C 65 55 84 57 52 81 41
10304
marcoeg
mcp-nvd Claim 1
A Model Context Protocol server implementation to query the NIST National Vulne…
C 65 55 67 38 46 81 92
10305
sam-david
postgres-safe-mcp Claim
A PostgreSQL MCP server that automatically detects and obfuscates personally id…
C 65 55 82 30 30 81 92
10306
effieklimi
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
C 65 55 81 65 50 81 40
10307
tamago-labs
XRPL MCP Claim
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
C 65 55 54 68 28 76 95
10308
trustwiseai
Provides advanced evaluation tools for assessing AI safety, alignment, and perf…
C 65 55 62 32 57 83 92
10309
0x-Professor
CTFtime MCP Server Claim
Provides programmatic access to CTFtime.org data for retrieving information abo…
C 65 55 72 35 29 81 100
10310
longyi1207
Glean MCP Server Claim 3
An MCP server that integrates the Glean API to provide search results and chatb…
C 65 55 63 62 14 78 97
10311
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10312
worbsmse1029-cpu
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 54 66 65 N/A 27 95 58
10313
peijun1700
Bluemouse Claim
Advanced AI Code Quality Gate
C 65 55 78 26 N/A 72 74 81
10314 C 65 54 66 28 N/A 30 95 100
10315
shbaek2474
A starter template designed to jumpstart the development of Model Context Proto…
C 65 54 66 63 N/A 27 95 63
10316
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10317
onepunchtechnology
@tinify-ai/mcp-server Claim 1
MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cro…
C 65 64 69 71 0 65 95 98
10318
lars-hagen
MCP Playwright CDP Claim 2
Enables LLMs to perform browser automation through the Playwright framework wit…
C 65 55 78 82 35 71 46
10319
Sadaf987
Enables managing school attendance records and interacting with GitHub reposito…
C 65 55 90 22 24 78 100
10320
hwillGIT
OneNote MCP Server Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 55 75 38 21 81 100
10321
PovedaAqui
Auto-Snap MCP Claim
A server that automates screenshot capture and document processing, allowing us…
C 65 54 60 33 N/A 41 95 96
10322
liveblocks
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks…
C 65 55 56 82 49 81 49
10323
simon-77
DigiKey MCP Server Claim
Provides access to the DigiKey Product Search API v4, allowing users to search …
C 65 55 76 31 47 81 87
10324
aakashrshah
Enables interaction with Aha! product management platform through GraphQL API. …
C 65 55 68 43 34 81 93
10325 C 65 54 72 25 N/A 39 90 98
10326
ChavezAILabs
KSJ MCP Server Claim
Converts handwritten journal photos into a searchable, AI-powered local knowled…
C 65 54 72 33 N/A 30 92 91
10327
MarveleE
RAP2 MCP Server Claim
Enables AI assistants to access and search RAP2 API documentation, allowing use…
C 65 55 80 75 51 81 28
10328
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 55 70 31 53 82 91
10329
tim-akkio
A general-purpose MCP server that provides utility tools for echo, date/time, a…
C 65 55 72 38 24 82 100
10330
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10331
JPFrancoia
Jopmcp Claim 1
A MCP server for Joplin note-taking application that enables interaction with J…
C 65 54 39 63 N/A 23 95 100
10332
zhenweiwang1990
Android Tester MCP Claim 1
An MCP server for automating virtual or physical Android devices using the Gbox…
C 65 55 51 66 26 80 95
10333
QBT-Labs
openmm-mcp Claim 1
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
C 65 55 76 0 77 81 100
10334
panz2018
FastAPI MCP SSE Claim 1
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
C 65 55 76 26 45 81 94
10335
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10336
chirag127
Provides systematic thinking tools including mental models, design patterns, de…
C 65 55 78 82 31 81 34
10337
cliffordru
MCP Meeting Agent Claim
Enhances meetings by providing technology trivia questions, interesting fun fac…
C 65 55 74 38 42 81 85
10338
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10339
Sunwood-ai-labs
This TypeScript-based MCP server enables users to manage and summarize text not…
C 65 55 78 67 21 80 66
10340
tcpipuk
MCP Server Claim 1
A server that enables AI assistants like Claude to safely run Python code and a…
C 65 55 90 32 43 82 72
10341
jimmyjoe009
OpenF1 MCP Server Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 55 84 28 19 83 100
10342
SocialAPIsHub
social-media-api Claim
Unified social media API for AI agents. Access Facebook, Instagram, TikTok, and…
C 65 64 90 67 0 51 83 100
10343
limehawk
Dokploy MCP Server Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 55 48 58 39 82 99
10344
Voidious
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
C 65 55 72 37 37 82 95
10345
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10346
pietrozullo
A FastMCP server that enables browser automation through natural language comma…
C 65 55 60 66 19 81 91
10347
markswendsen-code
tacobell Claim 2
MCP server for Taco Bell - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 89 99
10348
benbonn
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
C 65 55 41 67 55 80 87
10349
hoihosick
Enables digital forensic analysis of Windows shortcut (LNK) files from E01 disk…
C 65 54 72 50 N/A 19 95 78
10350
XiangWanggithub
Enables AI assistants to manage Gmail accounts through natural language for tas…
C 65 55 60 43 43 80 100
Showing 10301–10350 of 67197 servers
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