MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23651
SubQuery-Network
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
F 30 35 10 0 81
23652
mrodasensio
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
F 30 35 10 0 81
23653
socialapi
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
F 30 35 10 0 81
23654
grelfswap
GrelfSwap Claim
Trade tokens and manage assets on the Hedera network through direct integration…
F 30 35 10 0 81
23655
alberduris
Summiz Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
F 30 35 10 0 81
23656
kyomi
Kyomi Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
F 30 35 10 0 81
23657
xtomd
Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free, n…
F 30 35 10 0 81
23658
scamverify
ScamVerify Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
F 30 35 10 0 81
23659
wolfpack
On-chain security and intelligence MCP server for Base chain trading agents. 4 …
F 30 35 10 0 81
23660
jalpp
Chessagine Claim
Analyze chess positions using powerful engines like Stockfish, Leela, and Maia.…
F 30 35 10 0 81
23661
agentbond
AgentBond Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
F 30 35 10 0 81
23662
openclaw-ai
Forge Claim
Compare popular coding platforms side-by-side to find the best fit for your dev…
F 30 35 10 0 81
23663
openclaw-ai
Regex Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
F 30 35 10 0 81
23664
alai
Create, edit, and export high quality presentations with AI using Alai’s MCP. S…
F 30 35 10 0 81
23665
ninetrinkets
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
F 30 35 10 0 81
23666
docfork
Docfork Claim
Up-to-date docs for AI Agents. Sign up for free API key at https://docfork.com
F 30 35 10 0 81
23667
agentpmt
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
F 30 35 10 0 81
23668
feedbk-ai
AI-Moderated Interviews & Surveys via MCP (feedbk.ai) Create smarter surveys a…
F 30 35 10 0 81
23669
brandomica
Verify brand name availability across domains, social media handles, and global…
F 30 35 10 0 81
23670
Zen-Design-Solutions-Prod
AI-powered kitchen management — pantry, recipes, meal plans, shopping lists
F 30 35 10 0 81
23671
tharuneshwar-s
Auditron Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
F 30 35 10 0 81
23672
kinescope
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants…
F 30 35 10 0 81
23673
rainbowgore
Tracks tech news and web signals to identify unannounced product launches. Anal…
F 30 35 10 0 81
23674
node2flow
Google Calendar Claim 1
MCP server for Google Calendar : create events, manage calendars, check availab…
F 30 35 10 0 81
23675
leeroopedia
Leeroopedia Claim
Access detailed documentation and API references for machine learning framework…
F 30 35 10 0 81
23676
PlainsightPro
Search the Plainsight playbook and review code against proven best practices.
F 30 35 10 0 81
23677
clarid-ai
Validate HMDA LAR files against CFPB edit checks for community banks and credit…
F 30 35 10 0 81
23678
ronald
prismmeta Claim
Search your data in natural language, analyze datasets, and generate polished r…
F 30 35 10 0 81
23679
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
23680
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 35 10 0 81
23681
ucpchecker
UCP Checker Claim
A universal commerce gateway for AI agents to interact with UCP-enabled stores.…
F 30 35 10 0 81
23682
ayni-protocol
Ayni Claim
Facilitate standardized communication between agents using a specialized glyph-…
F 30 35 10 0 81
23683
mobiletextalerts
sms-mcp Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
F 30 35 10 0 81
23684
omegamemory
Omega Claim
Maintain persistent project context by storing decisions, lessons, and task che…
F 30 35 10 0 81
23685
maayanyosef
The Explorium Business Data Hub provides AI tools with access to: Company Sear…
F 30 35 10 0 81
23686
browserless
Browserless Claim
Scrape any webpage to extract content in formats like Markdown, HTML, or PDF. N…
F 30 35 10 0 81
23687
ecosemantic
Discover and run life cycle assessment analyses across searchable categories an…
F 30 35 10 0 81
23688
chuhuoyuan
Find the right library and fetch its up-to-date documentation in one step. Reso…
F 30 35 10 0 81
23689
axiora
Axiora Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
F 30 35 10 0 81
23690
memesio
Hosted MCP server for meme generation, template search, caption rendering, and …
F 30 35 10 0 81
23691
developermcconnected
booking Claim
Browse venues, check availability, view effects, get pricing, and book architec…
F 30 35 10 0 81
23692
fuoribinario
Artribune Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
F 30 35 10 0 81
23693
Prompeteer
Generate optimized prompts for over 140 platforms using an extensive knowledge …
F 30 35 10 0 81
23694
Databox-MCP
Databox Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
F 30 35 10 0 81
23695
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 35 10 0 81
23696
getkin
Agent infrastructure that runs itself. Six tools for autonomous agents: free LL…
F 30 35 10 0 81
23697
laei
romania Claim
Caută și filtrează anunțuri clasificate din România după categorie, preț și loc…
F 30 35 10 0 81
23698
cloudnerve
Identifies SEO content gaps by comparing your work against top-ranking competit…
F 30 35 10 0 81
23699
found402
Compresses large blocks of text, code, or conversation history into hyper-dense…
F 30 35 10 0 81
23700
instapods
InstaPods Claim
Manage cloud deployments and application hosting environments. Execute shell co…
F 30 35 10 0 81
Showing 23651–23700 of 30006 servers
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