MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17801
CDataSoftware
Cosmos DB MCP Server by CData
D 48 43 58 0 N/A 34 95
17802
mcp-tool-shop-org
mcp-shipcheck Claim
Audits local package folders to generate publish-readiness reports and previews…
D 48 55 60 27 0 75 82
17803
alizoli
Auto-generated Model Context Protocol server that provides an interface to the …
D 48 53 60 55 0 21 95
17804
xieyuschen
gopls-mcp Claim
https://gopls-mcp.org/ MCP server for golang projects development: Expand AI C…
D 48 53 46 32 0 74 95
17805
hermesagent
mcp-hermes Claim 1
Website screenshots and chats/graphs
D 48 44 72 0 27 81
17806
artvepa80
HefestoAI Claim
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
D 47 55 60 27 0 66 83
17807
protagolabs
NetMind ParsePro Claim
Enables parsing PDF files from local paths or URLs into structured JSON or Mark…
D 47 55 66 32 0 52 81
17808
pipeworx-io
Twilio Claim
Twilio MCP Pack — send SMS, list messages, make calls via Twilio REST API.
D 47 55 96 0 0 47 81
17809
pipeworx-io
mcp-defillama Claim
DeFi analytics from DefiLlama, free and no authentication required.
D 47 55 96 0 0 47 81
17810
amirlazarovich-git
Enables interaction with the Sond Core API through the Model Context Protocol. …
D 47 53 60 50 0 21 95
17811
BACH-AI-Tools
Enables access to Moz API to retrieve Domain Authority, Page Authority, externa…
D 47 55 50 60 0 45 80
17812
dazzle-labs
Dazzle Claim
Cloud stages for AI agents and live streaming. Create, manage, and broadcast co…
D 47 44 60 0 N/A 59 69
17813
BACH-AI-Tools
Enables searching for cocktail recipes by name or ingredients using the API Nin…
D 47 55 50 60 0 45 81
17814
pipeworx-io
iconify Claim
Iconify MCP — wraps the Iconify public API (free, no auth)
D 47 55 94 0 0 47 81
17815
pipeworx-io
animequotes Claim
AnimeQuotes MCP — wraps animechan.io (free, no auth)
D 47 55 94 0 0 47 81
17816
pipeworx-io
Pipeworx Catalog Claim
Pipeworx Catalog MCP — Exposes the full Pipeworx platform to Claude
D 47 55 96 0 0 47 81
17817
BACH-AI-Tools
Enables access to the Prycd Pricing API for retrieving estimated property value…
D 47 55 50 60 0 45 80
17818
LembaGang
Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade ga…
D 47 55 72 46 0 27 81
17819
pipeworx-io
mcp-science Claim
MCP server providing free science data APIs including ISS location, earthquakes…
D 47 55 94 0 0 47 81
17820
BACH-AI-Tools
Enables real-time scanning of URLs for malicious content, spam/gray classificat…
D 47 55 50 60 0 45 81
17821
dmarc-examiner
Connects DMARC monitoring data to AI assistants to facilitate the analysis of e…
D 47 44 58 10 32 81
17822
helixml
kodit Claim
👩‍💻 MCP server to index external repositories
D 47 55 52 31 0 80 81
17823
OpenZeppelin
A Model Context Protocol (MCP) server that allows AI agents to generate secure …
D 47 55 60 20 0 77 83
17824
BlindVibeDev
CoinGecko Claim
A powerful and flexible Node.js Express server that provides a comprehensive in…
D 47 55 54 65 0 31 80
17825
aarna-ai
atv Claim
Access Aarna's DeFi yield vaults — query NAV/TVL/APY, build transactions, track…
D 47 44 48 0 N/A 68 78
17826
tom18a
SiteVitals Claim
Monitor website health, uptime, SEO, security and performance via your AI assis…
D 47 44 52 10 41 81
17827
pipeworx-io
uooks Claim
Books MCP — wraps Open Library API (free, no auth)
D 47 55 94 0 0 47 81
17828
pipeworx-io
mcp-tarot Claim
Enables drawing random tarot cards, searching cards by keyword, and fetching up…
D 47 55 94 0 0 47 81
17829
pipeworx-io
mcp-comtrade Claim
Provides access to UN Comtrade international bilateral trade data via an MCP se…
D 47 55 96 0 0 47 81
17830
mia-platform
Enables interaction with Mia-Platform Console through the Model Context Protoco…
D 47 55 50 30 0 81 83
17831
finsavvyai
PushCI Claim
AI-native, zero-config CI/CD. Detects 33 languages + 40 frameworks, generates p…
D 47 44 60 0 N/A 42 81
17832
pipeworx-io
advice Claim
Advice MCP — wraps Advice Slip API (free, no auth)
D 47 55 94 0 0 47 81
17833
pipeworx-io
crossref Claim
Crossref MCP — wraps the Crossref REST API (academic papers, free, no auth)
D 47 55 94 0 0 47 81
17834
pipeworx-io
nutrition Claim
Nutrition MCP — wraps Open Food Facts API (free, no auth)
D 47 55 94 0 0 47 81
17835
pipeworx-io
ureweries Claim
Breweries MCP — Open Brewery DB API (free, no auth)
D 47 55 94 0 0 47 81
17836
pipeworx-io
Paperswithcode Claim
Papers With Code MCP — browse ML research papers and their code repositories
D 47 55 94 0 0 47 81
17837
BACH-AI-Tools
Enables access to current inflation data including monthly and annual inflation…
D 47 55 50 60 0 45 81
17838
BACH-AI-Tools
Provides access to a malicious URL database API, enabling users to search, list…
D 47 55 50 60 0 45 81
17839
Exidian-Tech
Placed MCP Server Claim
Provides access to 47 AI-powered career tools for resume building, job tracking…
D 47 55 72 27 0 45 83
17840
racter-ciso
RacterMX Claim
Manage RacterMX email forwarding — domains, aliases, webhooks, and more — via A…
D 47 44 72 0 N/A 37 69
17841
Yash-Kavaiya
dune-analytics-mcp Claim
D 47 44 72 0 N/A 23 81
17842
pipeworx-io
Github_private Claim
GitHub Private MCP Pack — access private repos, org data via OAuth.
D 47 55 94 0 0 47 81
17843
alona-iaig
Create visual whiteboards, diagrams, flowcharts, and project plans from AI conv…
D 47 44 58 0 45 81
17844
BACH-AI-Tools
Generates Lorem Ipsum placeholder text with customizable parameters including p…
D 47 55 50 60 0 45 81
17845
pipeworx-io
patents Claim
Patents MCP — wraps PatentsView API (https://api.patentsview.org/)
D 47 55 94 0 0 47 81
17846
atlassian
Atlassian Rovo MCP Server
D 47 55 64 38 0 49 82
17847
pipeworx-io
mcp-mailchimp Claim
Manage Mailchimp audiences, campaigns, and members via the Mailchimp Marketing …
D 47 55 94 0 0 47 81
17848
pipeworx-io
Recipes MCP Claim
Wraps the TheMealDB API to search for recipes, get full meal details, random me…
D 47 55 94 0 0 47 81
17849
Perspective-AI
Perspective AI Claim
An AI concierge that turns static forms into adaptive AI conversations. From an…
D 47 55 78 0 0 74 81
17850
pipeworx-io
Movies Claim
Movies and TV show data — search, details, ratings, and cast from iTunes and TV…
D 47 55 94 0 0 47 81
Showing 17801–17850 of 50103 servers
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