MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34051
Ragde54
pokemcp Claim
An MCP server that exposes the PokéAPI as tools and resources, allowing AI assi…
34052
x1t
Provides secure file read, write, and edit operations for Windows, with enterpr…
N/A N/A
34053 N/A N/A 95
34054
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
34055
dillan
An MCP server that lets an AI assistant look at your boat's Signal K data and h…
N/A N/A
34056
Aurite-ai
Kahuna Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
N/A N/A
34057
Grinv
Steam store/game data (no key) plus player profiles, libraries and achievements…
N/A N/A
34058
jiayunlimailutorontoca
An MCP server that provides read-only snapshots and change detection for Xiaomi…
34059
numbererikson
shinobi Claim
Task spine + searched dead-ends + mobile approvals for AI coding agents — one s…
34060
nazar256
MemHeaven Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
34061
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
34062
jashkahar
A FastMCP-based server that provides a natural language interface to Terraform …
N/A N/A
34063
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
81
34064
RemseyMailjard
A minimal MCP server demo with tools for ping, addition, and fetching current U…
34065
Continuum-AI-Corp
OrcaRouter Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
N/A N/A
34066
omar-A-hassan
MedSci Agent Claim
An open source biomedical research agent that provides LLMs with 28 tools for d…
N/A N/A
34067
PlumyCat
An MCP server that gives Claude persistent memory by storing conversation conte…
34068
bangaru-vignesh
Enables users to query weather, perform web research, and manage a graph databa…
N/A N/A
34069
christianheidorn
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
N/A N/A
34070
chaoz23
loudcheck Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
N/A N/A
34071
ashokva
KAKA, an ancient amnesiac crow from klaash.club. Get a live introduction or his…
34072
asicojp
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
34073
manifullstackdeveloper
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
81
34074
novuhq
Enables AI agents to interact with Novu's notification system, facilitating ope…
81
34075
restnfeel
digiloglabs Claim
digiloglabs mcp
N/A N/A 95
34076
diego.otero
analytics Claim
N/A N/A 95
34077
alaeddineG
md-annotate Claim
A local-first markdown review tool with MCP integration, enabling AI and humans…
N/A N/A
34078
li7hai26
Enables interaction with Torna API documentation management platform, allowing …
81
34079
MicaelJarniac
gong-mcp Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
N/A N/A
34080
FortripEngineering
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
81
34081
kogecoo
mcp-kindle Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
N/A N/A
34082
omaro7
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
34083
srogerf
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
N/A N/A
34084
HasanJahidul
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
N/A N/A
34085
Vetlinskiy
A Model Context Protocol (MCP) server that gives Claude the ability to search f…
34086
MikeyBeez
An intelligent context management layer for the Brain Knowledge Management Syst…
N/A N/A
34087
MyronKoch
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
34088
luca3
EVM Copilot Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
81
34089
cameroncooke
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
N/A N/A 95
34090
pipeworx-io
mcp-datecalc Claim
Enables users to perform date arithmetic, compute differences, add durations, a…
34091
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
81
34092
struq
struqvault Claim
N/A N/A 95
34093
teodorofodocrispin-cmyk
veradata Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
34094
svnstfns
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
34095
ahmeda14960
mcp-comms Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
N/A N/A
34096
littlebearapps
AI-powered WordPress management that enables creating and editing posts, pages,…
81
34097
BobMain-2025
fahali-mcp Claim
Market-intelligence MCP: 18 detection engines over 9,200+ instruments with cali…
34098
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
34099
tech4lifeatepisode
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
34100
shvartzj1
jetkvm-mcp Claim
MCP server that enables AI to see and control a physical computer via a JetKVM …
N/A N/A
Showing 34051–34100 of 64728 servers
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