MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57851 |
Compliance and guardrails infrastructure for AI agents, enabling safe operation…
|
— | ||||||||
| 57852 |
document-converter-mcp
Claim
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
|
— | ||||||||
| 57853 |
Enables AI agents to access FDA and ClinicalTrials.gov data for medical device …
|
— | ||||||||
| 57854 |
JW.Org MCP Tool
Claim
Provides controlled, verifiable access to jw.org content for AI applications, e…
|
— | ||||||||
| 57855 |
roomcomm-mcp
Claim
Ephemeral REST chatrooms where AI agents of different owners coordinate on a sh…
|
— | ||||||||
| 57856 |
japanfinance-agent
Claim
Compound MCP agent that integrates EDINET, TDNET, e-Stat, and stock price sourc…
|
— | ||||||||
| 57857 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
|
— | ||||||||
| 57858 |
FinData
Claim
MCP server providing professional financial data access for LLMs through provid…
|
— | ||||||||
| 57859 |
Provides controlled access to llms.txt documentation files through MCP tools, a…
|
— | ||||||||
| 57860 |
rn-upgrade-helper-mcp
Claim
An MCP server for React Native Upgrade Helper diffs. It fetches the same genera…
|
— | ||||||||
| 57861 |
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
|
— | ||||||||
| 57862 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
|
— | ||||||||
| 57863 |
RAG Regression Gate
Claim
MCP server that diagnoses RAG pipeline regression by detecting which failure mo…
|
— | ||||||||
| 57864 |
Query Slovak data protection regulations, decisions, and guidelines from ÚOOÚ S…
|
— | ||||||||
| 57865 |
arx-mcp-server
Claim
MCP server that integrates with ARXsec.io API to execute security scans, compli…
|
— | ||||||||
| 57866 |
Pinecone MCP Server
Claim
Enables interaction with Pinecone vector databases for storing and searching em…
|
— | ||||||||
| 57867 |
Tidewave Rails
Claim
Better agentic Rails development, runtime-level tools for your agent to talk to…
|
— | ||||||||
| 57868 |
oscilloscope-mcp
Claim
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
|
— | ||||||||
| 57869 |
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
|
— | ||||||||
| 57870 |
Quizlar
Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
|
— | ||||||||
| 57871 |
aegis
Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
|
— | ||||||||
| 57872 |
whm-mcp-server
Claim
Enables AI assistants to manage WHM hosting accounts and server administration …
|
— | ||||||||
| 57873 |
OneTech MCP Server
Claim
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
|
— | ||||||||
| 57874 |
ryvo-protocol
Claim
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
|
— | ||||||||
| 57875 |
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 57876 |
naija-faker-mcp
Claim
Enables AI assistants to generate fake Nigerian data including names, addresses…
|
— | ||||||||
| 57877 |
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
|
— | ||||||||
| 57878 |
IAC Audit Pack
Claim
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
|
— | ||||||||
| 57879 |
Store, query, and create YAML workflow playbooks for LLM agents.
|
— | ||||||||
| 57880 |
Obsidian Native MCP
Claim
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
|
— | ||||||||
| 57881 |
Leave Manager Plus
Claim
Manage employee leave with quick lookups for balances, histories, and recent ac…
|
— | ||||||||
| 57882 |
mcp-zen
Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
|
— | ||||||||
| 57883 |
Salesforce MCP Server
Claim
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
|
— | ||||||||
| 57884 |
tibet-phantom-mcp
Claim
MCP server for Phantom Resume that enables cross-device AI session portability …
|
— | ||||||||
| 57885 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
|
— | ||||||||
| 57886 |
A comprehensive system that helps organizations track, manage, and respond to s…
|
— | ||||||||
| 57887 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
|
— | ||||||||
| 57888 |
nicegui-llm-bridge
Claim
Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …
|
— | ||||||||
| 57889 |
EcommAPI
Claim
Enables AI-powered analysis of e-commerce products and sales data, proposing pr…
|
— | ||||||||
| 57890 |
appCN
Claim
Install & correctly use appCN React Native / Expo components, streamed from the…
|
— | ||||||||
| 57891 |
Image-Vision MCP Server
Claim
Enables text-only language models to 'see' and describe images by calling multi…
|
— | ||||||||
| 57892 |
PointsYeah MCP Server
Claim
Enables award flight search across 20+ airline programs using PointsYeah, with …
|
— | ||||||||
| 57893 |
Bitbucket MCP
Claim
MCP server for Bitbucket Cloud, focused on pull-request review workflows
|
— | ||||||||
| 57894 |
Safe Terminal MCP Server
Claim
A secure, controlled terminal MCP server that enables executing whitelisted she…
|
— | ||||||||
| 57895 |
Hyper MCP Terminal
Claim
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
|
— | ||||||||
| 57896 |
MemoryMCP
Claim
A persistent memory MCP server specialized for Japanese, featuring hybrid searc…
|
— | ||||||||
| 57897 |
hdu-ics-mcp-server
Claim
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
|
— | ||||||||
| 57898 |
mcp-data-connecticut
Claim
Enables querying and searching Connecticut Open Data via Socrata SoQL API, allo…
|
— | ||||||||
| 57899 |
g-gremlin-hubspot-mcp
Claim
Enables advanced HubSpot CRM operations including unlimited record extraction, …
|
— | ||||||||
| 57900 |
mcp
Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
|
— | ||||||||