MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52051
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
52052
asgard-ai-platform
mcp-tw-lvr Claim
MCP server for querying Taiwan's real estate transaction registry via web scrap…
N/A N/A
52053
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
52054
thostetler
Enables LLMs to search astronomical literature, retrieve paper metadata, analyz…
52055
italia
Enables AI agents to semantically explore and analyze the Italian government da…
52056
cyong80
Provide a scalable and efficient server-side application framework to implement…
N/A N/A 95
52057
dmarcoff
DMARC analytics for AI assistants — domain health, SPF/DKIM records, compliance…
52058
NeuralRays
CodeXRay Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
N/A N/A
52059
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
52060
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
52061
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
52062
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
N/A N/A
52063
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
52064
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52065
adriapedralbes
Enables natural language interaction with Taiga project management tool to list…
52066
CRACKISH
mcp-creatio Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
52067
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
52068
CSOAI-ORG
CPCS / CISRS / NPORS card verification, BS 7121 lift plans, mobile crane / towe…
N/A N/A 81
52069
xiaobenyang-com
cook-tool Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
N/A N/A 95
52070
wojons
fs-git-mcp Claim
A Git-enforced filesystem MCP server that integrates git with filesystem operat…
N/A N/A
52071
wu-yu-pei
Enables two or more Claude Code terminals on the same machine to communicate by…
N/A N/A
52072
seanlok
tcg-mcp Claim
A Pokemon TCG MCP server that looks up graded cards, manages a local SQLite col…
N/A N/A
52073
Melgencer
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Work…
52074
Auxin-io
miami_friend Claim
N/A N/A 95
52075
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
52076
openl-tablets
Enables AI assistants to interact with OpenL Studio's business rules management…
52077
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
52078
creatorcrawl
CreatorCrawl Claim
It is a social media MCP that allows the user to connect their agents to multip…
52079
bram2w
baserow Claim
Baserow database integration with table search, list, and row create, read, upd…
N/A N/A 95
52080
CustomBlinds
South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…
52081
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
N/A N/A 75
52082
FLock-io
Provides comprehensive access to Ethereum blockchain data through the Etherscan…
52083
sk1122
notion Claim
N/A N/A 95
52084
CSOAI-ORG
crm-ai-mcp Claim
crm-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52085
P4ST4S
mcp-audit Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
N/A N/A
52086
senivel
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
52087
NUbem000
A Model Context Protocol server adapted for Google Cloud Platform that enables …
N/A N/A 95
52088
CSOAI-ORG
gods-eye-geospatial-mcp MCP server by MEOK AI Labs
N/A N/A
52089
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
52090
CSOAI-ORG
expense-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52091
TJC-LP
Enables AI-powered document automation and data manipulation with Coda.io throu…
52092
angelafeliciaa
TabulaRAG Claim
Enables AI assistants to query tabular data (CSV/TSV) using natural language wi…
52093
iamishaan24
Enables AI assistants to interact with Jenkins CI/CD servers, including checkin…
52094
toolbooth
ToolBooth Claim
Toolbooth eliminates API key friction for AI agents. Instead of managing doze…
81
52095
CSOAI-ORG
AI explainability and transparency reports for AI agents. Instant transparency …
N/A N/A
52096
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
52097
MuhDur
oraclemcp Claim
Engine-free, safe-by-default Oracle Database MCP server with a fail-closed SQL …
N/A N/A
52098
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
N/A N/A
52099
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
52100
idean3885
Enables automatic collection and AI analysis of Slack messages to create organi…
Showing 52051–52100 of 54421 servers