MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29306
Scored
2098
Verified
16952
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35751
stephenlb
pubnub-mcp Claim
N/A N/A 95
35752
JiayuuWang
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
35753
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
35754
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
35755 N/A N/A 95
35756
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A 95
35757
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
35758
wtfisai
smithery-mcp Claim
N/A N/A 95
35759
sbenson2
Curated game development knowledge for AI coding tools. 144 docs covering MonoG…
N/A N/A
35760
Ruben-Alvarez-Dev
MCP-Maestro Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
81
35761
Aiomx
hydite-mcp Claim
Hydite MCP
N/A N/A
35762
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
81
35763
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
35764
@ilo.begashvili
browserbase Claim
N/A N/A 95
35765
microsoft
windows_mcp Claim
N/A N/A 95
35766
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
35767
CSOAI-ORG
changelog-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35768
Rajivkumar995599
A robust communication protocol that facilitates seamless messaging between AI …
N/A N/A 95
35769
JustinGuese
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
35770
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
35771
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
35772
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
35773
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
35774
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
35775
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
35776
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
35777
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
N/A N/A
35778
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
35779
Trushtonfactory
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
N/A N/A
35780
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
35781
pipeworx-io
mcp-istat-it Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
35782
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
35783
matt07anderson
oeo Claim
N/A N/A 95
35784 N/A N/A 95
35785
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
35786
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
35787 N/A N/A 95
35788
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
35789
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
35790
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
35791
sabriotcore-code
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
81
35792
Ruiren1
mcp_project Claim
N/A N/A 95
35793
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
35794
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
35795
CAIT Claim 1
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
N/A N/A 81
35796
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
35797
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
35798
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
35799
pipeworx-io
statfin-fi Claim
Enables querying Statistics Finland's public statistical database using PxWeb A…
35800
pipeworx-io
mcp-boe-uk Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
Showing 35751–35800 of 41393 servers
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