MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48501 |
apollo-io-mcp
Claim
MCP server for Apollo.io B2B database enabling people and company search, enric…
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| 48502 |
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
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| 48503 |
Local Brain MCP
Claim
A local MCP server for AI assistants to store and retrieve personal memories on…
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| 48504 |
advertising-analysis
Claim
Analyze code to surface issues and improvements, and receive concise developer …
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| 48505 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 48506 |
Provides a standardized interface for interacting with Markitdown's tools and s…
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| 48507 |
vector-mirror
Claim
Deterministic SVG perception for LLM agents — measures, never guesses. MCP serv…
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| 48508 |
inventree-mcp
Claim
Enables interaction with InvenTree inventory management system, providing tools…
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| 48509 |
coros-training-mcp
Claim
Running-first MCP server for COROS that allows authoring, editing, and scheduli…
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| 48510 |
premium-domains
Claim
Search, appraise, trademark-check, and buy premium brandable domain names.
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| 48511 |
engine
Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
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| 48512 |
Enables blockchain security analysis using GoPlus Security API, providing rug p…
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| 48513 |
leave-management
Claim
Enables employees to check leave balance, apply for leave, and view leave histo…
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| 48514 |
dbnomics
Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
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| 48515 |
A Model Context Protocol server that provides semantic understanding of codebas…
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| 48516 |
victron-tcp
Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 48517 |
MCP server for generating charts using AntV. Supports various chart types throu…
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| 48518 |
cortex402
Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
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| 48519 |
sg-mobility-mcp
Claim
A grounded Singapore travel-planning brain for your AI personal assistant.
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| 48520 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
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| 48521 |
BharatPay MCP
Claim
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
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| 48522 |
digital-human-library
Claim
MCP server for creating and managing digital human models with built-in EU AI A…
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| 48523 |
trip2g
Claim
Self-hosted knowledge mesh with built-in MCP server enabling AI agents to searc…
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| 48524 |
Apple MCP
Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
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| 48525 |
NetLogo MCP
Claim
Create, run, and analyze NetLogo agent-based models through natural conversation
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| 48526 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 48527 |
cyanheads-mcp-server
Claim
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
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| 48528 |
Sparkplug MCP Server
Claim
Enables natural language interaction with industrial IoT devices using Sparkplu…
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| 48529 |
refpro-mcp
Claim
Deterministic real estate underwriting, deal analysis & reports: Fix & Flip, BR…
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| 48530 |
Reclaim.ai MCP Server
Claim
Enables MCP-compatible clients to manage Reclaim.ai tasks, including listing, c…
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| 48531 |
claude-ai-mcp-demo
Claim
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
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| 48532 |
MCP server for SSH operations with built-in diagnostics
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| 48533 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 48534 |
redis-mcp
Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
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| 48535 |
mcp-fiscal-brasil
Claim
Connects AI agents to Brazilian tax compliance data (CNPJ, CPF, NFe, SPED, eSoc…
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| 48536 |
starlink-blade-mcp
Claim
Local-first Starlink dish monitoring and control via the Model Context Protocol…
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| 48537 |
SSH MCP
Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
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| 48538 |
squire
Claim
Remote runtimes for validation and offload jobs.
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| 48539 |
infoset-mcp
Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
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| 48540 |
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
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| 48541 |
Zendesk MCP Server
Claim
A Model Context Protocol server that enables AI assistants like Claude to inter…
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| 48542 |
mcp-google-gmail
Claim
A Python-based MCP server that bridges MCP-compatible clients with the Gmail AP…
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| 48543 |
arxiv-mcp
Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
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| 48544 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 48545 |
Enables asking questions and performing semantic searches against an Inkeep kno…
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| 48546 |
Solibri MCP Server
Claim
Enables remote automation of Solibri Office tasks including model checking, qua…
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| 48547 |
tf2-wiki-mcp
Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
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| 48548 |
microsoft-tasks-mcp
Claim
Enables AI coding agents to read Microsoft Planner and To Do tasks across multi…
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| 48549 |
wiki-search-mcp
Claim
A zero-config personal knowledge management MCP server that enables Claude Desk…
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| 48550 |
test
Claim
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