MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21301
danilop
MCP2Lambda Claim
Enables AI models to interact with AWS Lambda functions via the MCP protocol, a…
C 66 44 90 34 48 81
21302
e18e
e18e Claim
The official e18e MCP server keeping your agent in check from installing bloate…
C 66 43 54 51 N/A 68 95
21303
vllora
vllora Claim
Debug your AI agents
C 66 43 56 41 N/A 76 95
21304
Nefrols
NTS_MCP_FS Claim
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
C 66 33 48 N/A N/A 59 95
21305
jeremycharlesgillespie
Enables comprehensive Excel operations and financial calculations including inv…
C 66 43 78 57 N/A 21 95
21306
Abdulkhalek-1
drf-mcp-docs Claim
API documentation via MCP for AI coding agents
C 66 43 56 37 N/A 81 95
21307
HaskellFan
Web3 Research MCP Claim
Enables deep research into cryptocurrency tokens by gathering data from multipl…
C 66 44 72 58 46 81
21308
vernonstinebaker
WebDAV MCP Claim
Zero-dependency WebDAV MCP server — single static binary, no Node.js or Python.…
C 66 33 48 N/A N/A 56 95
21309
xkumakichi
veridict Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
C 66 33 60 N/A N/A 37 95
21310
solomonneas
misp-mcp Claim 1
An MCP server that enables LLMs to interact with MISP for threat intelligence s…
C 66 44 53 75 53 82
21311
moisesvilar
smithery-si Claim
C 66 33 66 N/A N/A 29 95
21312
gotalab
SkillPort Claim
A management toolkit for AI agent skills that provides an MCP server for search…
C 66 44 76 25 80 82
21313
willibrandon
A Model Context Protocol (MCP) server providing AI assistants with tools to sea…
C 66 33 58 N/A N/A 40 95
21314
thomaswtwrt
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
C 66 44 56 68 59 81
21315
ZundamonnoVRChatkaisetu
A server that connects Unity with local large language models through Ollama, e…
C 66 43 86 33 N/A 39 95
21316
dimitar-grigorov
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
C 66 43 60 38 N/A 74 95
21317
harche
ProDisco Claim
Enables AI agents to interact with Kubernetes clusters through progressive disc…
C 66 43 56 40 N/A 84 90
21318
OrbisAPI
orbis-mcp Claim 1
1,000+ APIs for AI agents via x402 USDC micropayments on Base. $0.01/call, no s…
C 66 33 54 N/A N/A 47 95
21319
EreAlexandru
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
C 66 43 72 58 N/A 29 94
21320
youichi-uda
godot-mcp-pro Claim
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
C 66 33 54 N/A N/A 46 95
21321
eroslifestyle
Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…
C 66 43 90 28 N/A 43 90
21322
AYDJI
Maya MCP Server Claim
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
C 66 43 78 57 N/A 29 87
21323
CtpN3m01
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
C 66 33 60 N/A N/A 36 95
21324
duquesnay
A high-performance TypeScript server that enables interaction with Obsidian vau…
C 66 43 60 43 N/A 69 94
21325
malaya-zemlya
TLS MCP Server Claim 1
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
C 66 44 86 56 24 82
21326
martynrees
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Mo…
C 66 44 78 71 19 81
21327
inspektor-gadget
ig-mcp-server Claim
Debug your Container and Kubernetes workloads with an AI interface powered by e…
C 66 44 60 42 80 85
21328
MR-GREEN1337
Awesome MCP FastAPI Claim 1
A production-ready MCP server built with FastAPI, providing an enhanced tool re…
C 66 44 86 58 24 82
21329
skydeckai
Enables semantic search and retrieval of personal and team knowledge from conne…
C 66 44 84 51 36 81
21330
fishcoco-code
guardrly-mcp Claim
Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, a…
C 66 33 70 N/A N/A 47 75
21331
cnoe-io
OpenAPI to MCP Server Code Generator
C 66 43 56 41 N/A 87 89
21332
theraaz
Provides intelligent code context management and semantic search capabilities f…
C 66 44 94 33 42 80
21333
GeorgeStrakhov
MCPeasy Claim
A production-grade multi-tenant MCP server that provides different tools and co…
C 66 44 100 40 24 81
21334
weatherai-io
weatherai Claim
WeatherAI — 11 live weather tools for Claude, Cursor, Windsurf and any MCP AI a…
C 66 33 60 N/A N/A 52 83
21335
The-AI-Workshops
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
C 66 44 88 41 43 80
21336
alkoleft
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
C 66 33 48 N/A N/A 59 95
21337
kenyaclaw
Africa Payments MCP Claim 1
A unified interface for major African payment providers including M-Pesa, Payst…
C 65 44 54 68 55 82
21338
back1ply
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 65 33 50 N/A N/A 51 95
21339
joreilly
Fantasy Premier League Kotlin/Compose Multiplatform sample
C 65 33 48 N/A N/A 52 95 JU
21340
gitkraken
gk-cli Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
C 65 33 50 N/A N/A 49 95
21341
MagoDev
Outlook MCP Server Claim
Enables AI-powered email management for Microsoft Outlook through natural langu…
C 65 33 60 N/A N/A 33 95
21342
cycodehq
Cycode Claim
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning
C 65 44 60 45 81 81
21343
Galadriel-Tech-Solutions
cloudpulse Claim 2
Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflar…
C 65 33 76 N/A N/A 53 60
21344
akash143antor
vision-mcp Claim 2
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
C 65 33 63 N/A N/A 30 95
21345
mckinsey
vizro-mcp Claim
Tools and templates to create validated and maintainable data charts and dashbo…
C 65 43 60 30 N/A 79 96
21346
shaharia-lab
mcp-frontend Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
C 65 43 66 38 N/A 64 92
21347
jaivardhan1209
Enables comprehensive feature engineering for classification datasets with auto…
C 65 33 66 N/A N/A 25 95
21348
CDataSoftware
QuickBooks MCP Server by CData
C 65 33 58 N/A N/A 36 95
21349
dgageot
ast-grep Claim
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
C 65 44 78 48 48 80
21350
tobiasGuta
shodan-mcp Claim
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
C 65 33 66 N/A N/A 25 95
Showing 21301–21350 of 33537 servers
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