MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52701
jonathan-pap
Build Power BI reports with natural language through an MCP server that connect…
N/A N/A
52702
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
N/A N/A 95
52703
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
52704
Strand-AI
MCP server for controlling Figma Slides — create, edit, and screenshot slides f…
N/A N/A
52705
skiddgoddamn
bing-seo-mcp Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
52706
pipeworx-io
Provides access to historical weather data from over 11,000 stations worldwide …
52707
programmaman
dpay-mcp Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
52708
skiddgoddamn
Provides AI agents with hands-on control of Google SEO and analytics tools incl…
N/A N/A
52709
matthewdtowles
MCP server for I Want My MTG that enables conversational search of Magic: The G…
52710
getgapup
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
52711
Mammals-at-work
mcp-xray Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
52712
AndrewBalda01
NOESIS Claim
A cognitive optimization engine exposed as an MCP server that amplifies LLM rea…
52713
Augmented-Nature
Provides access to BioThings.io APIs for comprehensive gene and variant annotat…
52714
AlexlaGuardia
Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and c…
52715
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
52716
isagelswann
Find GitHub implementations of arXiv research papers — paper lookup, ranked cod…
N/A N/A
52717
frankiewarren
An interactive tutorial MCP server that teaches Model Context Protocol through …
52718
tonghui666
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
N/A N/A
52719
webex
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
81
52720
gbram1
Hivemind Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
52721
bluewings1211
Enables AI agents to chat with codebases by indexing local directories or GitHu…
N/A N/A
52722
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
52723
helbertparanhos
n8n-pro-mcp Claim
Full-instance management for self-hosted n8n including queue mode: workflows, e…
N/A N/A
52724
maxwellviksna-stack
weeek-mcp Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
52725
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
52726
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
N/A N/A
52727
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
N/A N/A
52728
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
81
52729
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
52730
joshfreeland
Forward MCP Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
N/A N/A
52731
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
52732
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
52733
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
52734
cedricziel
aha-mcp Claim
Integrates with Aha.io product management platform, enabling offline data synch…
52735
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
52736
alvelda
KPA Claim
Provides an MCP server for programmatic reading, authoring, editing, designing,…
N/A N/A
52737
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
81
52738
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
52739
ansua79
MCP server for searching Korean scientific literature, patents, reports, and mo…
52740
blockmandev
Enables AI assistants to access and search TrendKia articles, retrieving clean …
52741
geraservicesuk
mcp-geracash Claim
Digital wallet: send money, pay bills, convert currency. 50+ countries.
N/A N/A 95
52742
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
52743
Company-Gibraltar
company-gi Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
N/A N/A 95
52744
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
52745
deepwired
mcp-jira-scoped Claim 1
Jira MCP server with scoped API tokens via api.atlassian.com gateway
N/A N/A 83
52746
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
52747
yigitkonur
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
N/A N/A
52748
SubQuery-Network
test Claim
N/A N/A 95
52749
Gliana-Labs
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
52750
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
Showing 52701–52750 of 54421 servers