MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23701
RamyaChinnadurai
Tweetsmash Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
D 40 25 0 81
23702
vinodkrishnan92
Discover capabilities and configuration, and learn about the organization behin…
D 40 25 0 81
23703
myagentinbox
Create and manage temporary email addresses that expire automatically after 24 …
D 40 25 0 81
23704
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
23705
SubQuery-Network
Uniswap Claim
Explore Uniswap v4 data to analyze pools, tokens, swaps, and positions. Track T…
D 40 25 0 81
23706
hyperplexity
hyperplexity Claim
# Hyperplexity **Verified Research Engine** · [hyperplexity.ai](https://hyperp…
D 40 25 0 81
23707
enji
Search Enji’s blog, Q&A, and help center to find grounded, source-backed answer…
D 40 25 0 81
23708
XJTLUmedia
AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Fina…
D 40 25 0 81
23709
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
23710
leonid-rise
This is not an official Base44 MCP. This MCP server provides instant access to…
D 40 25 0 81
23711
Image processing for AI agents. Resize, convert, compress, and pipeline images.
D 40 25 0 81
23712
airport-pickups-london
Provide instant quotes and bookings for private transfers between London airpor…
D 40 25 0 81
23713
lekt9
Unreel Claim
Create high-quality videos from natural language scripts. Track and manage mult…
D 40 25 0 81
23714
WillNigri
External Brain for AI Agents - persistent versioned memory for creators
D 40 25 0 81
23715
regenique
Elegance Claim
AI-powered commerce API for luxury skincare shopping. Enables AI agents to sear…
D 40 25 0 81
23716
supercolony
SuperColony Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
D 40 25 0 81
23717
venturu
Venturu Claim
Venturu's MCP server turns AI agents into deal scouts - letting them search the…
D 40 25 0 81
23718
xiaobenyang-com
rfc-server Claim
Search and fetch RFCs by keyword or number. Jump directly to specific sections …
D 40 25 0 81
23719
docapi
docapi-mcp Claim
D 40 25 0 81
23720
deltafantazulu
recon Claim
Search leaked databases for email addresses, phone numbers, usernames, domains,…
D 40 25 0 81
23721
navanithbharadwaj
stream Claim
Connect to Synorb Streams to explore and query live streams. Search, filter, an…
D 40 25 0 81
23722
translator-mcp
Translate text into multiple languages while maintaining specific tones or styl…
D 40 25 0 81
23723
stackdump
Pflow Claim
Petri net tools for Claude: validate, simulate, analyze, generate code, compose…
D 40 25 0 81
23724
Boysam2
aidroid Claim
Find authoritative answers from official Microsoft and Azure documentation. Fet…
D 40 25 0 81
23725
aggKartik
Notion Claim
Search your Notion workspace to quickly find pages, databases, and people. Retr…
D 40 25 0 81
23726
Composio
Rube Claim
Automates complex workflows across 500+ applications including Slack, GitHub, N…
D 40 25 0 81
23727
pungggi
Terminal Claim
Execute commands and manage interactive shell sessions directly within your env…
D 40 25 0 81
23728
emberreads
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
D 40 25 0 81
23729
EngageLab
EngageLab Claim
Deliver professional email campaigns with advanced tracking, scheduling, and pe…
D 40 25 0 81
23730
openclaw-ai
Fortune Claim
Delivers daily horoscopes and tarot card readings across all twelve zodiac sign…
D 40 25 0 81
23731
signal-found
The only AI tool that connects directly to a proprietary Reddit outreach netwo…
D 40 25 0 81
23732
cigarfinder
CigarFinder Claim
Search over 68,000 cigars from 17+ trusted retailers to find specific brands, s…
D 40 25 0 81
23733
santiago.blanco.vilchez
Create new tenants and seed or update their document templates. Sign in securel…
D 40 25 0 81
23734
skr-cloudify
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
D 40 25 0 81
23735
atiprashant
buyhatke-mcp Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
D 40 25 0 81
23736
optimly
scout Claim
Brand intelligence from the Optimly AI Brand Directory. Look up any brand's AI …
D 40 25 0 81
23737
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
23738
jlalbany
Manage Google Ad Manager campaigns via MCP: orders, creatives, targeting & repo…
D 40 24 0 81
23739
stackfast-technologies
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
D 40 24 0 81
23740
data-mindset
Create and manage Google Forms to run surveys and collect data. Add text and mu…
D 40 25 0 81
23741
MOD_Vibes
MOD Vibe Claim
Share and discover location-specific atmosphere reports, curated reviews, and r…
D 40 25 0 81
23742
glazyr
Glazyr Viz Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
D 40 25 0 81
23743
abdulsaboor938
Find HICSS papers by topic, author, or year range. Explore sections and keyword…
D 40 25 0 81
23744
swell
Archetype Claim
Streamline your sales hiring process by generating custom interview scripts tai…
D 40 25 0 81
23745
vivid
Vivid MCP Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
D 40 25 0 81
23746
twohalves
The most comprehensive food safety MCP server. 5 tools: check any food additive…
D 40 25 0 81
23747
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
23748
useful-ai
Useful AI Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
D 40 25 0 81
23749
Startvest-LLC
idealift-mcp Claim
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
F 39 45 48 0 19 81
23750
Flatland Claim 1
Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Exc…
F 38 25 0 76
Showing 23701–23750 of 33332 servers
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