MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

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40750
Discovered
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29239
Scored
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2095
Verified
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16951
Complete
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Last updated 41 minutes ago

Grade Distribution

Score Distribution

Newly Added

Dealboard F I Know The Pilot B Fryd - Your Garden Companion B knowledgebased B XcodeTraceMCP B

Biggest Gainers

library +2 Correkt: The AI-Native Online Marketplace for Physical Products +2 CrashStory MCP +2

Biggest Drops

mcp -5 Prince Cloud -5 Phos Sales Engine -4
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38951
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
 — ○ ⏳ — N/A N/A — 95 —
38952
cesteral
The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports
 — ○ ⏳ — — — — — —
38953
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
 — ○ ⏳ — N/A N/A — 95 —
38954
hipster
— ○ ⏳ — N/A N/A — 95 —
38955
issuebadge
— ○ ⏳ — N/A N/A — 95 —
38956
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
 — ○ ⏳ — — — — 81 —
38957
OjasKord
AI triage for quantum computing POC proposals. Screens before budget is allocat…
 — ○ ⏳ — — — — — —
38958
adocal
Return any inbound message duplicated to enhance message processing workflows. …
 — ○ ⏳ — N/A N/A — 95 —
38959
ssatama
rescuedogs Claim
— ○ ⏳ — N/A N/A — 95 —
38960
lorenzocean
lims Claim
— ○ ⏳ — N/A N/A — 95 —
38961
clauxel
A paid remote MCP for Equibles, built to return verdicts, receipts, usage logs,…
 — ○ ⏳ — — — — — —
38962
kakel
lemonado-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
38963
hileamlakB
PRIMS Claim
— ○ ⏳ — N/A N/A — 95 —
38964
diditchange
server Claim
— ○ ⏳ — N/A N/A — 95 —
38965
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
 — ○ ⏳ — — — — 81 —
38966
clauxel
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
 — ○ ⏳ — — — — — —
38967
nexai
Nex.Ai Claim
— ○ ⏳ — — — — 81 —
38968
pduggusa
Dredd MCP Claim
Pre-flight MCP security. Blocks compromised deps + tool drift. HMAC-signed. Dre…
 — ○ ⏳ — — — — — —
38969
yakuphanycl
instinct Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
 — ○ ⏳ — N/A N/A — 95 —
38970
NektoNeo
mpc2 Claim
— ○ ⏳ — N/A N/A — 95 —
38971
evgeninho69
timeweb-mcp Claim
Local MCP server for Timeweb Cloud that enables running any twc CLI command and…
 — ○ ⏳ — N/A N/A — — —
38972
koen
adpage Claim
— ○ ⏳ — N/A N/A — 95 —
38973
smurfy92
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
 — ○ ⏳ — N/A N/A — — —
38974
cdmarshall14
Provide a standardized interface to access and manage HubSpot CRM data efficien…
 — ○ ⏳ — N/A N/A — 95 —
38975
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
 — ○ ⏳ — — — — 81 —
38976
jirispilka
test-js Claim
— ○ ⏳ — N/A N/A — 95 —
38977
reprompt-dev
reprompt Claim
Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
 — ○ ⏳ — N/A N/A — 95 —
38978
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
 — ○ ⏳ — — — — 81 —
38979
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
 — ○ ⏳ — — — — — —
38980
temurkhan13
MCP server for verifying AI agent claims vs reality — single-transcript inline …
 — ○ ⏳ — N/A N/A — — —
38981
chetparker
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
 — ○ ⏳ — N/A N/A — 95 —
38982
clpi
down-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
38983
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
 — ○ ⏳ — N/A N/A — — —
38984
PedroGabrieldm
— ○ ⏳ — N/A N/A — 95 —
38985
Fabin2024
— ○ ⏳ — N/A N/A — 95 —
38986
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
 — ○ ⏳ — — — — 81 —
38987
axnet
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
 — ○ ⏳ — — — — 81 —
38988
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
 — ○ ⏳ — — — — 81 —
38989
blockchainacademics
bca-mcp Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
 — ○ ⏳ — — — — — —
38990
WeModulate
An MCP server that enables AI-powered music production by allowing Claude to co…
 — ○ ⏳ — N/A N/A — — —
38991
gamandeepsingh
Enables AI models to interact with the Zerodha trading platform for portfolio m…
 — ○ ⏳ — — — — — —
38992
mcpflow
sourcesage Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
 — ○ ⏳ — N/A N/A — — —
38993
janedouat
mcp-test-2 Claim
— ○ ⏳ — N/A N/A — 95 —
38994
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
 — ○ ⏳ — — — — 81 —
38995
lbreid07-dotcom
AI-powered property intelligence for instant zoning analysis, buildability asse…
 — ○ ⏳ — — — — 81 —
38996
AutomateLab-tech
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
 — ○ ⏳ — — — — — —
38997
pouyasadri
An MCP (Model Context Protocol) server that inspects your local development env…
 — ○ ⏳ — N/A N/A — — —
38998
ejoliet
mcp-starter Claim
A minimal MCP server demonstrating tools, resources, and prompts for managing n…
 — ○ ⏳ — N/A N/A — — —
38999
andyguo
— ○ ⏳ — N/A N/A — 95 —
39000
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
 — ○ ⏳ — N/A N/A — — —
Showing 38951–39000 of 40750 servers
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