MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58951 |
sap-s4hana-odata-mcp
Claim
Enables querying SAP S/4HANA Business Partner data via OData V2 API, supporting…
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| 58952 |
Firmware MCP Server
Claim
A local stdio MCP server for embedded firmware automation that exposes tools to…
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| 58953 |
feishu-mcp-server
Claim
Enables reading Feishu documents and Wiki pages, including full content and met…
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| 58954 |
Cloud Storage Agent
Claim
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
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| 58955 |
Devin MCP Proxy
Claim
A FastMCP-based proxy server that seamlessly integrates any MCP client with the…
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| 58956 |
mantle-mcp
Claim
Enables querying native and ERC-20 balances, checking allowances, retrieving DE…
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| 58957 |
senior_analyst
Claim
A business analysis MCP server with financial data, industry modeling, valuatio…
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| 58958 |
second-brain-worker
Claim
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
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| 58959 |
Read-only MCP server connecting Claude to Vtiger CRM for leads, deals, and over…
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| 58960 |
Acornio MCP Server
Claim
A Model Context Protocol server that provides access to knowledge base document…
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| 58961 |
Enforces a structured reasoning cycle with mandatory reflection and searchable …
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| 58962 |
struqvault
Claim
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| 58963 |
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
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| 58964 |
codebase-memory
Claim
Provides persistent memory for AI coding agents through the Model Context Proto…
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| 58965 |
An MCP server for AI assistants to programmatically create and manage Entity-Re…
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| 58966 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 58967 |
frostbyte
Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
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| 58968 |
brazilian-dev-mcp
Claim
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
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| 58969 |
ZDTP Chess
Claim
Multi-dimensional chess analysis MCP server using Zero Divisor Transmission Pro…
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| 58970 |
Cloudflare Workers MCP server: interactive-api-playground
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| 58971 |
korea_weather
Claim
An MCP server that provides Korean weather information from the Korea Meteorolo…
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| 58972 |
telos-mcp
Claim
Task planning and tracking for AI agents with project-based organization and Ob…
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| 58973 |
dingdawg-finance-agent
Claim
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
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| 58974 |
codex-master-mcp
Claim
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
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| 58975 |
MCP Google Sheets Server
Claim
Provides full programmatic access to Google Sheets, enabling CRUD operations, p…
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| 58976 | — | |||||||||
| 58977 |
HubSpot MCP Server
Claim
Enables management of HubSpot CRM entities including contacts, companies, deals…
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| 58978 |
sqlserver-mcp
Claim
Enables secure interaction with Microsoft SQL Server databases, allowing schema…
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| 58979 |
An MCP server that provides comprehensive monitoring and management capabilitie…
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| 58980 |
This server acts as a bridge between your Notion workspace and your development…
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| 58981 |
Plaud MCP
Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
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| 58982 |
yandex-marketing-mcp
Claim
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
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| 58983 |
macos-mcp-tools
Claim
A collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory…
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| 58984 |
OpenAI Image MCP Server
Claim
A Model Context Protocol server that enables generating, editing, and multi-tur…
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| 58985 |
MCP-pptr
Claim
Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
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| 58986 |
Italy Transfers
Claim
Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
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| 58987 |
IWE
Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
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| 58988 |
Metaso Search MCP Server
Claim
MCP server for Metaso Search API, providing multi-scope search and webpage read…
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| 58989 |
@playwright/mcp
Claim
MCP server for browser automation that lets LLMs interact with web pages throug…
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| 58990 |
flomo-mcp
Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
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| 58991 |
Twitter241 MCP Server
Claim
Provides tools to access Twitter data including tweets, user profiles, communit…
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| 58992 |
vsphere-mcp
Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
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| 58993 |
MCP server that provides 46 tools for managing Yandex Webmaster API v4, enablin…
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| 58994 |
wikimedia
Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
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| 58995 |
jira-mcp
Claim
A Model Context Protocol (MCP) server that integrates with Atlassian Jira to se…
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| 58996 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 58997 |
kshana-mcp
Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
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| 58998 |
jpzip MCP server
Claim
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
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| 58999 |
LedFX MCP Server
Claim
Enables AI assistants to control a local LedFX instance through natural languag…
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| 59000 |
jamovi MCP
Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
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