MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
ofryma
Enables AI assistants to perform penetration testing and security assessments b…
C 61 55 72 31 40 69 90
12552
rplryan
x402 Discovery MCP Claim
Discover x402 APIs by capability, price & trust. Powered by x402Scout.
C 60 66 66 63 0 68 81 92
12553
cloudera
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
C 60 55 54 25 49 76 98
12554
huangtan007
smithery-hello Claim
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
C 60 54 30 52 N/A 24 95 100
12555
sdhekale
A containerized MCP server deployed on Amazon EKS that provides a simple calcul…
C 60 55 66 27 18 81 100
12556
sockcymbal
Enables AI assistants to interact programmatically with Autodesk Fusion 360 for…
C 60 55 66 41 20 81 85
12557
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12558
datalayer
Earthdata MCP Server Claim 1
A Model Context Protocol server that enables efficient discovery and retrieval …
C 60 55 53 40 46 78 85
12559
chipocrudos
Tasks MCP Server Claim
Enables task management through natural language commands in English or Spanish…
C 60 55 66 25 24 81 97
12560
aanchalakto
Magic MCP Claim
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 26 80 77
12561
hunterphillips
sn-mcp Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 55 54 38 30 81 97
12562
re-bruce-wayne
trade-router-mcp Claim 2
Non-custodial Solana swap & limit order engine for AI agents.
C 60 55 78 57 N/A 29 75 45
12563
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12564
y7ut
mcp-tavily-search Claim
Use Tavily Search to search for news pages or images.
C 60 55 64 23 46 81 87
12565
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
12566
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12567
kaitoy
nasa-images Claim 1
MCP server with UI for NASA images
C 60 55 82 0 N/A 54 70 98
12568
lukaskostka99
mm-mcp Claim
C 60 54 44 48 N/A 22 90 90
12569
SunZhi-Will
Fetches website content and converts it to Markdown format with AI-powered cont…
C 60 66 90 65 0 20 80 96
12570
ag2-mcp-servers
Sakari MCP Server Claim
A Multi-Agent Conversation Protocol server that enables interaction with the Sa…
C 60 55 60 52 21 80 76
12571
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12572
arunm8489
Weather MCP Server Claim
Provides real-time weather alerts from the National Weather Service API via the…
C 60 55 60 31 27 80 98
12573
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
12574
glasses666
Enables image analysis and recognition through multiple LLM vision models (Gemi…
C 60 55 66 31 24 81 94
12575
yz0903
AutoBot MCP Claim
Enables remote control and automation of Android devices through the Model Cont…
C 60 55 54 36 29 81 97
12576
mike-pete
Remote MCP server that can be deployed on Cloudflare Workers without authentica…
C 60 55 48 66 21 81 75
12577
onoda4480
Efficiently delivers project documentation to AI agents like Claude on-demand, …
C 60 55 48 63 25 81 77
12578
fredpsantos33
iteratools Claim 1
40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen.…
C 60 66 90 63 0 32 77 92
12579
jerpint
paperpal Claim
MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling…
C 60 54 50 25 N/A 39 94 91
12580
jilanisayyad
Kafka MCP Server Claim 2
An MCP server that enables interaction with Kafka clusters to manage topics, mo…
C 60 55 35 67 48 82 72
12581
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12582
ali-bouali
Enables interaction with Saudi government services through the Absher platform,…
C 60 55 60 33 19 80 100
12583
jhawkins11
An MCP server that integrates with AI editors like Cursor to maximize agentic c…
C 60 55 75 61 28 81 42
12584
szcharlesji
Real-time access to cryptocurrency data from the CoinMarketCap API.
C 60 66 82 65 0 37 83 90
12585
ainote-dev
AI Note MCP Server Claim 1
A Model Context Protocol server that connects Claude Desktop to AI Note task ma…
C 60 66 69 66 0 55 81 93
12586
olaxbt
A bridge that connects Dune Analytics blockchain data to AI applications throug…
C 60 55 58 43 16 81 94
12587
arnstarn
mcp-server-spotinst Claim 1
MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters…
C 60 55 69 0 63 81 96
12588
DuttaAyush
MCP Server Demo Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 54 54 31 N/A 21 95 92
12589
tnngnc
Provides access to Tastytrade historical price data via the Model Context Proto…
C 60 55 60 38 27 76 93
12590
rvibek
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
C 60 55 60 50 21 81 82
12591
kernel
kernel-mcp-server Claim 1
Open-source MCP server for secure, low-latency cloud-browser automation on Kern…
C 60 66 69 70 0 51 81 94
12592
yzfly
FullScope-MCP Claim
A comprehensive Model Context Protocol server for content summarization that su…
C 60 55 56 45 22 81 90
12593
arjunkmrm
Get real-time bus arrival times for any Singapore bus stop by code, with option…
C 60 66 72 70 0 31 83 100
12594
hifriendbot
ailist-mcp Claim 1
MCP server for AiList — search and discover Ai projects from Claude Code
C 60 64 55 71 0 50 95 93
12595
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12596
mjucius
mjucius-cozi_mcp Claim
Manage your family's calendars and lists in Cozi. View, create, and update appo…
C 60 66 72 68 0 40 81 97
12597
benzaidfoued
Velero MCP Server Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 55 42 55 31 81 87
12598
Omarzipan
Remote MCP Server Claim
A Cloudflare Workers-based Model Context Protocol server that enables Claude De…
C 60 55 54 52 26 81 82
12599
yooztech
yooztech_mcp_mysql Claim
Enables secure read-only access to MySQL databases with automatic database infe…
C 60 55 54 37 47 81 83
12600
plainday
ManualWorks MCP Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 55 56 37 45 83 80
Showing 12551–12600 of 33745 servers
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