MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33401 |
ros2_medkit_mcp
Claim
A thin MCP adapter that connects an LLM to the ros2_medkit SOVD HTTP API, enabl…
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| 33402 |
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
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| 33403 |
oroute
Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
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| 33404 |
MCP Server for ZeroEntropy collections, top documents and rerankers
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| 33405 |
epub-parser-mcp
Claim
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
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| 33406 |
am-memory
Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
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| 33407 |
cursor-mcp-bridge
Claim
MCP server that lets any agent or MCP host delegate tasks to the Cursor CLI age…
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| 33408 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 33409 |
tribeRef MCP Server
Claim
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
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| 33410 |
JWT Doctor
Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
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| 33411 |
VaultBridge
Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
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| 33412 |
unreal-mcp
Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
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| 33413 |
bog-ipay-mcp
Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
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| 33414 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 33415 |
DevStandards MCP Server
Claim
Provides AI agents with access to 284+ development best practices, security gui…
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| 33416 |
@rendershot/mcp-server
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 33417 |
Herald MCP
Claim
Enables two AI assistants on different computers to communicate with each other…
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| 33418 |
Enables automated Python code quality checks including linting, complexity anal…
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| 33419 |
voidmail
Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
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| 33420 |
portfolio-mcp-server
Claim
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
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| 33421 |
Finance MCP Server
Claim
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
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| 33422 |
proxypin-mcp
Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
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| 33423 |
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
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| 33424 |
MCP_Python
Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
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| 33425 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
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| 33426 |
mcp-base64
Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
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| 33427 |
resend
Claim
Provides access to the Resend API, enabling AI assistants to list and retrieve …
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| 33428 |
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
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| 33429 |
mcp-server-zefix
Claim
Search and retrieve detailed information about Swiss companies from the officia…
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| 33430 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 33431 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 33432 |
nmap-mcp-server
Claim
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
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| 33433 |
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
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| 33434 |
MT5 Multi-Account MCP
Claim
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
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| 33435 |
Mipiti MCP Server
Claim
Lets AI coding agents generate and manage threat models, controls, assumptions,…
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| 33436 |
claude-architect
Claim
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
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| 33437 |
Hermejia
Claim
MCP server that enables AI agents to control Xiaomi Mi Home smart devices throu…
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| 33438 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 33439 |
meridian-mcp
Claim
A timezone-aware MCP server that converts times, looks up current local times, …
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| 33440 |
CarlaMCP
Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
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| 33441 |
tokenbel/financial-data
Claim
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
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| 33442 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 33443 |
Financial-statement integrity checks (footing, tie-out) for AI agents.
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| 33444 |
note_mcp
Claim
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| 33445 |
bunpro-mcp
Claim
An unofficial MCP server for Bunpro that exposes its review queue, search, stat…
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| 33446 |
guidetopharmacology
Claim
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
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| 33447 |
HG MCP Server
Claim
Enables AI assistants to interact with Mercurial repositories, supporting versi…
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| 33448 |
expert-mcp-server
Claim
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
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| 33449 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 33450 |
Workadu MCP Server
Claim
Enables AI assistants to interact with Workadu data through natural language, m…
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