MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33001
scotia1973-bot
One-line x402 + Stripe payment middleware for MCP servers. The Stripe for the a…
N/A N/A
33002
Shahrukh19S
Folio Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
33003
forgemeshlabs
Blockchain event sequence anomaly detection MCP server using NASA-derived seque…
33004
sysphcd
Provides image processing tools for Claude Code, including downloading toy imag…
N/A N/A
33005
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
81
33006
duraisamy-gokul
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
N/A N/A
33007
CodesWhat
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
N/A N/A
33008
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
33009
DasClown
CropProphEU Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
33010
epakhomov
bd-skill Claim 1
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
81
33011
avallavall
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
33012
JustParent
Enables low-level interaction with Google Slides API, including template reuse,…
33013
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
33014
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
N/A N/A
33015
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
33016
Baneado98
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
33017
nikodev-documentacion
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
33018
mukul-dutt
Check whether AI recommends your brand — mentions, ranks, and citations across …
33019
pipeworx-io
MCP server to access Barcelona events data via Pipeworx gateway.
33020
dashw00d
Connects AI agents to anonymous strangers for asking and answering questions in…
N/A N/A
33021
getmunin
munin Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
33022
martinendara
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
33023
renezander030
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
N/A N/A
33024
zhangwei203708
yolox Claim
N/A N/A 95
33025
clidey
deptrust Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
N/A N/A
33026
fuhei
MCP server for Fanqie novel author backend, enabling multi-novel management, re…
33027
nccurry
MTG MCP Claim
A .NET MCP server for MTG deckbuilding with Scryfall data and Archidekt writeba…
N/A N/A
33028
CSOAI-ORG
Weather Ai tools for AI agents. Capabilities: get current conditions, get forec…
N/A N/A
33029
dadwritestech
warmstart Claim
An MCP server that exposes a verified manifest of a repository's development co…
N/A N/A
33030
teslaproduuction
3D Agent MCP Claim
MCP server for generating print-ready 3D models from text descriptions via a mu…
33031
Hakureirm
bird-id-mcp Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
N/A N/A 95
33032
mcity
Enables natural language interaction with complex computer vision workflows suc…
N/A N/A
33033
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
33034
junnaisystems
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
N/A N/A
33035
stemcreations
Enables styling and management of Ghost blogs by providing vision of the live p…
33036
SashaYerashoff
Provides web browsing, multi-engine search, and news retrieval tools for local …
33037
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
81
33038
xiaobenyang-com
mcp-12306 Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
N/A N/A 95
33039
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
N/A N/A 81
33040
vodavafrike
Enables AI agents to search and discover data across SQLite and CSV sources thr…
N/A N/A
33041
DumbGreenFish
A lightweight MCP server that gives AI assistants real-time web search and URL …
33042
SydYuan
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
33043
scottiesan
Enables AI assistants to create and manage development projects with structured…
81
33044
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
N/A N/A 95
33045
CSOAI-ORG
note-taking-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33046
ddtlxc001
aspen-mcp Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
N/A N/A
33047
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
33048
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
33049
Baneado98
Decodes Ethereum calldata and returns a safety verdict with plain-English expla…
33050
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
Showing 33001–33050 of 62421 servers
« Prev 1 659 660 661 662 663 1249 Next »