MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33451 |
openart-mcp
Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
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| 33452 |
Korea Stats MCP
Claim
Enables natural language querying of Korean statistical data from KOSIS, includ…
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| 33453 |
MCP2OSC
Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
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| 33454 |
reading-coach
Claim
An AI reading companion that curates next books based on the Chicago Plan curri…
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| 33455 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 33456 |
kiro-total-recall
Claim
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
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| 33457 |
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
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| 33458 |
oroute
Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
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| 33459 |
MCP Server for ZeroEntropy collections, top documents and rerankers
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| 33460 |
epub-parser-mcp
Claim
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
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| 33461 |
am-memory
Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
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| 33462 |
cursor-mcp-bridge
Claim
MCP server that lets any agent or MCP host delegate tasks to the Cursor CLI age…
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| 33463 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 33464 |
tribeRef MCP Server
Claim
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
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| 33465 |
JWT Doctor
Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
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| 33466 |
VaultBridge
Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
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| 33467 |
unreal-mcp
Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
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| 33468 |
bog-ipay-mcp
Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
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| 33469 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 33470 |
@rendershot/mcp-server
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 33471 |
Enables automated Python code quality checks including linting, complexity anal…
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| 33472 |
voidmail
Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
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| 33473 |
portfolio-mcp-server
Claim
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
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| 33474 |
Finance MCP Server
Claim
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
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| 33475 |
proxypin-mcp
Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
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| 33476 |
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
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| 33477 |
MCP_Python
Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
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| 33478 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
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| 33479 |
mcp-base64
Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
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| 33480 |
resend
Claim
Provides access to the Resend API, enabling AI assistants to list and retrieve …
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| 33481 |
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
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| 33482 |
mcp-server-zefix
Claim
Search and retrieve detailed information about Swiss companies from the officia…
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| 33483 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 33484 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 33485 |
nmap-mcp-server
Claim
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
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| 33486 |
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
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| 33487 |
MT5 Multi-Account MCP
Claim
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
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| 33488 |
Mipiti MCP Server
Claim
Lets AI coding agents generate and manage threat models, controls, assumptions,…
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| 33489 |
claude-architect
Claim
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
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| 33490 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 33491 |
meridian-mcp
Claim
A timezone-aware MCP server that converts times, looks up current local times, …
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| 33492 |
CarlaMCP
Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
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| 33493 |
tokenbel/financial-data
Claim
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
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| 33494 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 33495 |
Financial-statement integrity checks (footing, tie-out) for AI agents.
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| 33496 |
note_mcp
Claim
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| 33497 |
guidetopharmacology
Claim
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
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| 33498 |
HG MCP Server
Claim
Enables AI assistants to interact with Mercurial repositories, supporting versi…
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| 33499 |
expert-mcp-server
Claim
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
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| 33500 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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