MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37601
pipeworx-io
mcp-boe-uk Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
37602
pipeworx-io
statfin-fi Claim
Enables querying Statistics Finland's public statistical database using PxWeb A…
37603
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
37604
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
37605
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
37606
CAIT Claim 1
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
N/A N/A 81
37607
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
37608
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
37609
Ruiren1
mcp_project Claim
N/A N/A 95
37610
sabriotcore-code
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
81
37611
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
37612
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
37613
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
37614 N/A N/A 95
37615
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
37616
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
37617 N/A N/A 95
37618
matt07anderson
oeo Claim
N/A N/A 95
37619
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
37620
pipeworx-io
mcp-istat-it Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
37621
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
37622
Trushtonfactory
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
N/A N/A
37623
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
37624
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
N/A N/A
37625
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
37626
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
37627
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
37628
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
37629
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
37630
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
37631
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
37632
JustinGuese
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
37633
Rajivkumar995599
A robust communication protocol that facilitates seamless messaging between AI …
N/A N/A 95
37634
CSOAI-ORG
changelog-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37635
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
37636
microsoft
windows_mcp Claim
N/A N/A 95
37637
@ilo.begashvili
browserbase Claim
N/A N/A 95
37638
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
37639
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
81
37640
kiskander
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
N/A N/A
37641
Company-Gibraltar
company-gi Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
N/A N/A 95
37642
AiAgentKarl
Enables AI agents to rate each other, track interaction outcomes, and compute t…
N/A N/A
37643
ROCTUP
1C Buddy Claim
MCP server providing tools for interacting with 1С:Напарник AI, including askin…
37644
Left-Coast-Tech
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
37645
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
37646
oisee
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
N/A N/A
37647
mertadali
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
N/A N/A
37648
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
37649
ExceptionRegret
Kryfto Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
37650
sebafo
Enables interaction with Azure AI Agent Service by automatically discovering ag…
Showing 37601–37650 of 41157 servers
« Prev 1 751 752 753 754 755 824 Next »