MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62951 |
mcp-libreoffice-calc
Claim
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
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| 62952 |
EU5MinerMCP
Claim
MCP server for inspecting and interacting with Europa Universalis V game instal…
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| 62953 |
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
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| 62954 |
api-caller-mcp
Claim
MCP server for making API calls with authentication support. Allows configuring…
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| 62955 |
yfnhanced-mcp
Claim
Production-grade financial data infrastructure for AI assistants, providing rel…
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| 62956 |
strajkpolski-mcp
Claim
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judici…
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| 62957 |
jlcpcb-mcp
Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
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| 62958 |
Graphing Calculator
Claim
Provide interactive graphing calculator capabilities to your agents, enabling t…
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| 62959 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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| 62960 |
wecom-doc-mcp
Claim
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
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| 62961 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 62962 |
nim-mcp
Claim
Enables interaction with NIM Labs project tracking through a standardized MCP i…
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| 62963 |
heraldic-blazonry-mcp
Claim
Translates heraldic blazon descriptions into structured visual parameters for i…
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| 62964 |
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
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| 62965 |
mulchd
Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
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| 62966 |
youtube-mcp
Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
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| 62967 |
Open Banking MCP Server
Claim
Enables interaction with bank accounts via TrueLayer API, supporting listing ac…
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| 62968 |
LinkedIn MCP Server
Claim
Enables natural language interaction with LinkedIn, including profile retrieval…
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| 62969 |
sarvam-mcp
Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
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| 62970 |
emma-transactions-mcp
Claim
A generic MCP server for querying Emma-app transaction exports stored in Google…
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| 62971 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 62972 |
Kenya payments for AI agents — M-Pesa via Flutterwave. Never holds funds.
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| 62973 |
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
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| 62974 |
confluence-mcp-server
Claim
An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 62975 |
Icypeas
Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
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| 62976 |
Tiger Memory MCP Server
Claim
A simple memory system that allows LLMs to store and retrieve information via t…
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| 62977 |
cpp-debug-mcp
Claim
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
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| 62978 |
Naver Search MCP Server
Claim
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
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| 62979 |
jwt-doctor-mcp
Claim
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
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| 62980 |
figma-unified-mcp
Claim
A comprehensive MCP server that enables Claude to read, create, edit, and gener…
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| 62981 |
hide1
Claim
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| 62982 |
Provides real-time access to Japanese building standards laws and regulations f…
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| 62983 |
mcp-advisor
Claim
Provides comprehensive access to the Model Context Protocol specification throu…
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| 62984 |
gmail-mcp-server
Claim
Enables AI-powered inbox management with natural language commands through Clau…
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| 62985 |
LemGen AI Design MCP
Claim
Open-source MCP server for AI image and video creation, enabling prompt library…
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| 62986 |
mcpauth
Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
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| 62987 |
rakuten-pantry-mcp
Claim
An MCP server for Rakuten Ichiba that enhances product search with quantity par…
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| 62988 |
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
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| 62989 |
daedalmap
Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
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| 62990 |
aemet-mcp
Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
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| 62991 |
VaultMind
Claim
Offline-first MCP proxy with policy engine and immutable audit trail for secure…
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| 62992 |
Image Parse MCP
Claim
Enables image analysis using any OpenAI-compatible vision API, supporting URLs,…
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| 62993 |
conduitAI
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 62994 |
organizze
Claim
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| 62995 |
IBKR MCP Server
Claim
An MCP server for Interactive Brokers, enabling account management, trading ope…
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| 62996 |
Claude Code MCP Bridge
Claim
Exposes Claude Code's file editing, command execution, and test running capabil…
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| 62997 |
Mindcase
Claim
Access 30+ data collection agents from Claude with natural language.
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| 62998 |
Nsf Awards
Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
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| 62999 |
macOS OCR MCP
Claim
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
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| 63000 |
BulkPublish MCP Server
Claim
Social media automation for AI agents. Schedule posts, upload media, manage cha…
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