MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27601
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
27602
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 24 10 81
27603
ssemble
Create AI-powered short-form video clips from YouTube videos using any AI assis…
D 45 24 10 81
27604
convrgent
AEO Scanner Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
D 45 24 10 81
27605
knowledgepa3
AI workforce governance control plane. 29 governed MCP tools for decision class…
D 45 24 10 81
27606
sudomock
SudoMock Claim
## SudoMock MCP Server Render photorealistic product mockups from your AI assi…
D 45 24 10 81
27607
bibigpt
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
D 45 24 10 81
27608
roman-rr
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
D 45 24 10 81
27609
FlashAlpha
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
D 45 24 10 81
27610
tapdata
A Model Context Protocol server that enables Large Language Models to access an…
D 44 34 33 15 81
27611
duong0411
An MCP server for YouTube automation using Playwright and Gemini AI agent. Enab…
D 44 34 27 25 81
27612
GaryRogers
Provides AI assistants with accurate current date and day of week information t…
D 43 34 30 16 81
27613
ErosAO
A file management system powered by Claude AI that provides document access and…
D 43 34 30 13 81
27614
Meelion-com
Meelion MCP Claim
Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA r…
D 42 45 48 0 36 81
27615
VenuNite Events Claim 1
Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.
D 42 25 29 55
27616
leeguooooo
A Model Context Protocol service for comprehensive email management that suppor…
D 42 34 30 12 81
27617
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
D 41 45 48 0 32 81
27618
vietnama10
Enables AI-powered document analysis and querying for project documentation usi…
D 41 34 26 13 81
27619
ObligationSign
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
D 41 45 54 0 23 81
27620
savordish
SAVORDISH Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
D 41 35 10 33 81
27621
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
27622
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
27623
stackfast-technologies
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
D 40 24 0 81
27624
agenticdecks
Deckrun Claim
Transforms Markdown content into professional PDF slide decks instantly. Provid…
D 40 25 0 81
27625
iterasoft
Iteratools Claim
Generate professional media including images, videos, and speech to streamline …
D 40 25 0 81
27626
dexterpoh28
Freebeat AI Claim 1
MCP server for Freebeat creative workflows. Use it from MCP clients such as Cl…
D 40 25 0 81
27627
datmay-dot
streambridge Claim
Search Chinese TV drama scenes with second-level timestamps by character, emoti…
D 40 24 0 81
27628
couchloop
CouchLoop EQ Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
D 40 25 0 81
27629
DataClawe
AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & …
D 40 45 50 0 23 81
27630 D 40 25 0 81
27631
Svgverseai
The SVGverseAI MCP Server lets you connect your AI agents, automation workflows…
D 40 25 0 81
27632
alexandria-shai-eden
Search 9M+ court opinions and federal dockets.
D 40 25 0 81
27633
nitrosend
nitrosend Claim
AI-native email marketing platform built for agents like Claude, ChatGPT and Co…
D 40 25 0 81
27634
king-of-the-grackles
Manage and explore forum communities by searching topics, reading posts, and vi…
D 40 25 0 81
27635
zoro
wealth Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
D 40 25 0 81
27636
hjsh200219
Look up Korean drug ingredient and product data by HIRA component and product c…
D 40 25 0 81
27637
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
27638
kirandk
vsf1234 Claim
D 40 25 0 81
27639
nponette
sucesio-mcp Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe. S…
D 40 25 0 81
27640
acedatacloud-mcp
mcp-flux-pro Claim
D 40 25 0 81
27641
coachsync
**CoachSync MCP** provides barbell strength training tools for AI assistants. B…
D 40 25 0 81
27642
valentinlemaire
This MCP server connects to the [Climate Impacts Explorer](https://climate-impa…
D 40 25 0 81
27643
apibase-pro
APIbase Claim
Production MCP server — universal API hub for AI agents. 95 tools across travel…
D 40 25 0 81
27644
spacemolt
SpaceMolt Claim
Manage and interact with various gaming environments directly through your inte…
D 40 25 0 81
27645
MoneyChoice_MCP
MoneyChoice Claim
Provides institutional macroeconomic forecasts across commodities, currencies, …
D 40 25 0 81
27646
mybytecode
aksjah Claim
D 40 25 0 81
27647
kopern
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
D 40 25 0 81
27648 D 40 25 0 81
27649
openclaw-ai
Timestamp Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
D 40 25 0 81
27650
local-mcp
Local MCP Claim
Connect Claude, Cursor, and Windsurf to Mail, Calendar, Contacts, Teams & OneDr…
D 40 25 0 81
Showing 27601–27650 of 46053 servers
« Prev 1 551 552 553 554 555 922 Next »