MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43851
pipeworx-io
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
43852
mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
N/A N/A
43853
lazymac2x
Cloudflare Workers MCP server: api-contract-validator
43854
renl
Enables storing and retrieving text passages based on semantic meaning using lo…
N/A N/A
43855
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
43856
Jemplayer82
A real-time inter-agent switchboard, delivered as one centralized streamable-HT…
43857
josemvelez78
European business compliance suite for AI agents — 28 tools covering tax ID val…
43858
seungil
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
81
43859
Renan1fps
mcp-jira Claim
Enables interaction with Jira issues, projects, and comments via API Key. Suppo…
43860
net9876
Enables AI agents to query an approved Terraform module registry and generate c…
N/A N/A
43861
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
43862
Belenos-Toutatis
komoot-mcp Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
43863
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
43864
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
43865
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
43866
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
43867
ArkTechNWA
Enables AI assistants to interact with Docker containers through safe, permissi…
N/A N/A 95
43868
nduckmink
arkon Claim
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for…
N/A N/A
43869
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
43870
MidCheck
ATMcp Claim
Enables multiple LLM agents across devices to form teams, share knowledge, memo…
43871 N/A N/A 95
43872
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
N/A N/A
43873
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
N/A N/A 95
43874
cflorczyk9
Margins Claim
Use your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, pr…
N/A N/A
43875
agentic-pantheon
Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances…
N/A N/A
43876
AvivK5498
An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
N/A N/A
43877
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
N/A N/A
43878
friendlygeorge
MCP server for PostHog — product analytics for AI assistants. Query events, per…
N/A N/A
43879 N/A N/A 95
43880
elastic
Brings interactive blue-team security operations into AI hosts, enabling alert …
43881
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
81
43882
PedroGabrieldm
goevento-new Claim
N/A N/A 95
43883
kulvir88
A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero,…
43884 N/A N/A 95
43885
Kymylyy
A community-maintained MCP server that simplifies access to EU legal and legisl…
43886
guangxiangdebizi
Facilitates retrieval and parsing of Chinese central government policies from g…
43887
steinzi
netlab-mcp Claim
Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
43888
eljefedelrodeodeljefe
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
43889
XcodeBazelMCP
A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
N/A N/A
43890
prompted365
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
43891
tildecomunicacion
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
N/A N/A
43892
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
43893
lorenzocean
lims Claim
N/A N/A 95
43894
ClearSkye
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
81
43895
FreeOnePlus
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
43896
foxglovebrands
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handl…
81
43897
duvomike
Double + 5 Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
N/A N/A 95
43898
diditchange
server Claim
N/A N/A 95
43899
kieranklaassen
farmbot-agent Claim 1
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
81
43900
hileamlakB
PRIMS Claim
N/A N/A 95
Showing 43851–43900 of 45732 servers
« Prev 1 876 877 878 879 880 915 Next »