MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57051
jaewoongy
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
57052
pipeworx-io
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
57053
zoharazr
Hybrid code quality analysis server combining fast logic-based checks with AI-p…
N/A N/A
57054
derekgallardo01
Exposes Microsoft 365 privacy/compliance audit checks as MCP tools, enabling na…
57055
hackerunner
psychopy-mcp Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
N/A N/A
57056
ibraheem4
Linear Claim
Interact with Linear's API for managing issues, projects, and teams.
N/A N/A 95
57057
POP24
LeBonFoin Claim
First MCP for the European hemp & CBD market: real French CBD catalogue, produc…
57058
YohadH
Thrift Claim
Cost-first memory layer for MCP-capable agents that stores memories cheaply and…
N/A N/A
57059
joeleesuh
github-mcp Claim
N/A N/A 95
57060
Vorim-AI-Labs
AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
N/A N/A
57061
veg-salad
vcenter-mcp Claim
Enables plain English queries about VMware vCenter environments including clust…
N/A N/A
57062
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
57063
EthanH9977
ragic-mcp Claim
Enables AI agents to interact with Ragic databases via MCP protocol, supporting…
57064
nadohq
nado-mcp Claim
MCP server for the Nado Protocol on the Ink blockchain, enabling AI assistants …
N/A N/A
57065
JUNKDOGE-JOE
ae-mcp Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
N/A N/A
57066
xcircl
xcircl Claim
Enables querying US regulated-care providers (GLP-1 clinics) with tools for sea…
57067
nera0875
ssh-mcp Claim
N/A N/A 95
57068 N/A N/A 95
57069
benevolabs
Irenic Table Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
81
57070
davinoishi
A unified MCP server that combines screenshot capture with HTTP/SSE gateway for…
57071
nareshnavinash
dobbe Claim
Automates DevOps workflows like vulnerability resolution, code review, test gen…
N/A N/A
57072
ptamb3
MCP server to interact with the Shortcut project management API, providing 73 t…
N/A N/A
57073
1999AZZAR
Enables advanced file system operations such as file read/write, directory mana…
N/A N/A
57074
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
95
57075
g2dgaming
An MCP server that enables AI assistants to manage your Radarr movies and Sonar…
57076
BrettonB
canaryusers Claim 1
A flock of AI users tests your deployed app and reports where real people get s…
67
57077
dotcollective-joel
Enables interaction with Productive.io task management platform, allowing users…
57078
Roee-Tsur
WhatsApp MCP Claim
Send WhatsApp messages from your own personal number via AI assistant, with con…
N/A N/A
57079
rcd27
Enables interaction with Wildberries Finances API to retrieve financial reports…
57080
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
57081
ragna999
An MCP server that gives AI agents real-time Solana DeFi intelligence — smart m…
N/A N/A 95
57082
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
57083
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
57084
alleneee
MCP server for controlling Xiaomi/Mi Home smart devices via natural language, s…
57085
santarosalia
Enables searching and browsing Korean legal documents from a local git clone of…
N/A N/A
57086
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
57087
dazaffino
MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, O…
N/A N/A
57088
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
57089
duraisamy-gokul
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
N/A N/A
57090
Kijun0708
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
N/A N/A
57091
MBAD753
hubspot-mcp Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
57092
paean-ai
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
N/A N/A
57093
strvmarv
total-recall Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
57094
jeddog16
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
57095
Anuj7411
Sipcode Claim
Context hygiene for Claude Code: drift detection, re-read dedup, and token anal…
N/A N/A
57096
okapi-ca
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
57097
postalform
MCP server that lets AI agents create reviewable physical mail drafts, validate…
57098
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
57099
lucasbenevinuto
gitbook-mcp Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
57100
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
Showing 57051–57100 of 66495 servers