MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29624
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48501
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
48502
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
48503
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
N/A N/A
48504
xiaobenyang-com
Analyze code to surface issues and improvements, and receive concise developer …
N/A N/A 95
48505
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
48506
universal-mcp
Provides a standardized interface for interacting with Markitdown's tools and s…
48507
c64dos-png
Deterministic SVG perception for LLM agents — measures, never guesses. MCP serv…
N/A N/A
48508
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
48509
dholliday3
Running-first MCP server for COROS that allows authoring, editing, and scheduli…
N/A N/A
48510
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names.
48511
cicicalex
engine Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
N/A N/A 75
48512
protocoldaemon-sec
Enables blockchain security analysis using GoPlus Security API, providing rug p…
81
48513
kanthirayakota-cloud
Enables employees to check leave balance, apply for leave, and view leave histo…
N/A N/A
48514
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
48515
steiner385
A Model Context Protocol server that provides semantic understanding of codebas…
N/A N/A 95
48516
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
48517
charts-mcp Claim 2
MCP server for generating charts using AntV. Supports various chart types throu…
N/A N/A 81
48518
Ooak21
cortex402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
N/A N/A
48519
jimmytbc
A grounded Singapore travel-planning brain for your AI personal assistant.
48520
onchaintel
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
81
48521
angelina10504
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
N/A N/A
48522
CSOAI-ORG
MCP server for creating and managing digital human models with built-in EU AI A…
N/A N/A
48523
trip2g
trip2g Claim
Self-hosted knowledge mesh with built-in MCP server enabling AI agents to searc…
48524
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
48525
Razee4315
NetLogo MCP Claim
Create, run, and analyze NetLogo agent-based models through natural conversation
N/A N/A
48526
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
48527
cyanheads
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
48528
emqx
Enables natural language interaction with industrial IoT devices using Sparkplu…
N/A N/A
48529
rickytrinidad
refpro-mcp Claim
Deterministic real estate underwriting, deal analysis & reports: Fix & Flip, BR…
48530
johnjhughes
Enables MCP-compatible clients to manage Reclaim.ai tasks, including listing, c…
48531
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
N/A N/A
48532
ssh-mcp Claim 2
MCP server for SSH operations with built-in diagnostics
N/A N/A 81
48533
truthanb
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
N/A N/A
48534
YawLabs
redis-mcp Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
48535
DeHor-Labs
Connects AI agents to Brazilian tax compliance data (CNPJ, CPF, NFe, SPED, eSoc…
48536
Groupthink-dev
Local-first Starlink dish monitoring and control via the Model Context Protocol…
N/A N/A
48537
sondt2709
SSH MCP Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
N/A N/A
48538
reidgoodbar
squire Claim
Remote runtimes for validation and offload jobs.
83
48539
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
48540
BilalTariq01
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
48541
famousdrew
A Model Context Protocol server that enables AI assistants like Claude to inter…
48542
MindMadeLab
A Python-based MCP server that bridges MCP-compatible clients with the Gmail AP…
48543
Tejas242
arxiv-mcp Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
48544
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
48545
inkeep
Enables asking questions and performing semantic searches against an Inkeep kno…
48546
EdvardGK
Enables remote automation of Solibri Office tasks including model checking, qua…
N/A N/A
48547
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
48548
XMV-Solutions-GmbH
Enables AI coding agents to read Microsoft Planner and To Do tasks across multi…
48549
jin7942
A zero-config personal knowledge management MCP server that enables Claude Desk…
N/A N/A
48550
esteban.job
test Claim
N/A N/A 95
Showing 48501–48550 of 48680 servers