MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30401
sohaibt
Splera Claim
A/B testing for vibe coders: create, track, and ship experiments from your AI c…
N/A N/A
30402
Fadil369
A deployment template for hosting remote Model Context Protocol servers on Clou…
30403
Polaralias
Enables interaction with ClickUp project management platform through the Model …
N/A N/A 95
30404
NimbleBrainInc
Provides access to the Context7 API for searching up-to-date documentation, cod…
81
30405
astein91
StackSherpa Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
30406
macOS26
Agent Claim
Any AI, replaces Claude Code, Cursor, Open Claw. 17+ LLM providers (Claude, Ope…
N/A N/A
30407
naveen6768
A Model Context Protocol server designed for tracking and managing personal or …
N/A N/A
30408
marykovziridze
Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit…
N/A N/A
30409 N/A N/A
30410
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
30411
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
30412
AIDataNordic
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
30413
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
30414
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
30415
leadsnaviDeveloper
Mailgo Campaign Suite MCP Server AI-powered cold email campaign management thr…
30416
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A
30417
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
30418
janmacher02-xl8y
klaviyo-mcp Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
81
30419
christulino
A clean, reliable MCP (Model Context Protocol) server for Todoist — built on th…
30420
OGCryptoKitty
Real-time regulatory intelligence for prediction markets. SEC, CFTC, Fed, FinCE…
30421
hiperbold
vturb-mcp Claim
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
30422
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
30423
timothywarner-org
ab100 Claim
Exam AB-100: Agentic AI Business Solutions Architect
N/A N/A
30424
nicholasemccormick
docpulse-mcp Claim
30425
bjunjo
treasury-mcp Claim
An MCP server that enables AI agents to query real-time Bitcoin network intelli…
30426
ReduceMyIns
skyvern Claim
N/A N/A
30427
sachin-ybis
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
N/A N/A
30428
apollion69
MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight).…
N/A N/A
30429
samihalawa
Manage environment variables and application settings securely through a hosted…
N/A N/A
30430
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
30431
nimbusapi
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
30432
pipeworx-io
ClinicalTrials MCP — wraps ClinicalTrials.gov API v2 (free, no auth)
30433
GeiserX
pumperly-mcp Claim
MCP server for Pumperly — query fuel prices, find stations, and plan routes
N/A N/A
30434
RedCiprianPater
NWO Robotics Claim
Control real robots and IoT devices through AI agents. Self-register with walle…
30435
amulya-acharya
mcp-doc-chat Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
30436
chrisryugj
kordoc Claim
An MCP server that parses South Korean document formats like HWP, HWPX, and PDF…
30437
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
30438
vijaypss
weather-mcp Claim
Provides current weather data for a given city using Open-Meteo (free, no API k…
30439
Licium-ai
Licium Claim
Delegate to specialist agents, search MCP tools, and access real-time data APIs…
30440
hi-godot
godot-ai Claim
Production-grade MCP server and AI tools for the Godot engine. Community projec…
N/A N/A GD
30441
MCP-Mirror
Connects Claude Desktop directly to GitHub repositories and git commands, enabl…
N/A N/A 95
30442
zhurong2020
pyobfus-mcp Claim
MCP tools for pyobfus — the Python obfuscator for AI-assisted development.
N/A N/A
30443
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
N/A N/A 75
30444
JajuanX
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
30445
plural-online
pinelabs-mcp Claim
30446 N/A N/A
30447
U-C4N
Production-grade AutoCAD automation server enabling real-time CAD control via C…
30448
xiaobenyang-com
Explore the Philippines’ administrative hierarchy from island groups to baranga…
N/A N/A 95
30449
3viky
Provides domain registration pricing from Joker.com and generates affiliate pur…
81
30450
fegalvezg
skaut-mcp Claim
Tech product recommendations for Chile with real prices in CLP.
N/A N/A 95
Showing 30401–30450 of 33537 servers
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