MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
KSym04
limpet Claim
Persistent engineering memory for AI coding agents. Survives refactors, knows w…
N/A N/A
37052
fefogarcia
MCP server for querying the DodaOne governance framework, enabling users to ret…
N/A N/A
37053
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
37054
jrlprost
filoo-mcp Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
N/A N/A
37055
runapi-ai
suno-mcp Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
37056
jonathan-pap
Build Power BI reports with natural language through an MCP server that connect…
N/A N/A
37057
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
N/A N/A
37058
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A 95
37059
RenEra-ai
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
37060
AiAgentKarl
Enables AI agents to rate each other, track interaction outcomes, and compute t…
N/A N/A
37061
SebastianWild
Dawarich MCP Claim
Enables interaction with Dawarich location history through tools for maps, stat…
37062
dbsxortime
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
N/A N/A
37063
khairu-aqsara
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
37064
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
N/A N/A
37065
100yenadmin
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
37066
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
N/A N/A
37067
NeuroviaLabs
pg-mcp Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
37068
bbalakriz
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
37069
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
N/A N/A
37070
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
37071
trssantos
Decay Memory Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
N/A N/A
37072
agentkitai
AgentLens Claim
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agent…
N/A N/A
37073
dvdksn
MCP server with ISO week and calendar tools for date conversion, week math, and…
N/A N/A
37074
centkim177-debug
sex Claim
N/A N/A 95
37075
L-Chris
weflow-mcp Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
N/A N/A
37076
Ayaanisthebest
Enables fetching, searching, and summarizing YouTube video transcripts with mul…
N/A N/A
37077
Enddn
Enables caregivers to log daily care activities and generate draft notification…
37078
PickAID
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
N/A N/A
37079
elgatosf
Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
N/A N/A
37080
Akpughe
ultramem-mcp Claim
Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
37081
pmccarroll-fuel
thincms-mcp Claim
MCP server for ThinCMS that gives AI agents typed tool access to manage content…
37082
ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
37083
loopsketch
mcp-bridge Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
N/A N/A
37084
Microck
Font MCP Claim
An expert design advisor MCP server that researches live discussions, scans pro…
N/A N/A
37085
IvanPetylo
ClockifyMCP Claim
Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
37086
fabiendupont
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
37087
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
37088
cruzleedan
MCP server providing CRUD operations for timesheet management via REST API endp…
37089
ignytehq
plunk-mcp Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
37090
Dishant27
Enables AI assistants to interact with Kaggle competitions, including listing c…
37091
grenamaxim-web
RentHuman Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
37092
atomno-mcp
mcp-fssp Claim
MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
37093
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
37094
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
37095
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
37096
muhammadadilsyaputra08-alt
Enables creating and editing pixel art through an MCP interface, with a live br…
37097
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
N/A N/A
37098
Chevalicious
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
N/A N/A
37099
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
37100
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
Showing 37051–37100 of 64636 servers
« Prev 1 740 741 742 743 744 1293 Next »