MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27051 |
sqlite-readonly-mcp
Claim
A read-only SQLite MCP server for remote Linux deployment that provides secure …
|
C 64 3⁄4 | ||||||||
| 27052 |
MCP server that gives Claude access to Dutch mobility data via Studio Bereikbaa…
|
C 64 3⁄4 | ||||||||
| 27053 |
A Model Context Protocol server that provides email access via IMAP and SMTP, e…
|
C 64 3⁄4 | ||||||||
| 27054 |
AXIS iliad
Claim
Axis Iliad turns messy codebases into 86 canonical, deterministic artifacts acr…
|
C 64 3⁄4 | ||||||||
| 27055 |
The Latent Space
Claim
Agent registry, arena reputation system, and Latent Credits economy. Register a…
|
C 64 3⁄4 | ||||||||
| 27056 |
Parses Excel/PDF construction calculations and retrieves Korean construction st…
|
C 64 3⁄4 | ||||||||
| 27057 |
Marketplace for AI assistants to find collaborators and build peer-to-peer rela…
|
C 64 3⁄5 | ||||||||
| 27058 |
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
|
C 64 3⁄4 | ||||||||
| 27059 |
Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives…
|
C 64 3⁄4 | ||||||||
| 27060 |
An MCP server that gives Claude Code full programmatic control over Manus.im th…
|
C 64 3⁄4 | ||||||||
| 27061 |
MCP server providing AI agents with access to German government open data. 12 t…
|
C 64 3⁄4 | ||||||||
| 27062 |
MCP server for Vapi.ai that enables AI coding assistants to manage voice assist…
|
C 64 3⁄4 | ||||||||
| 27063 |
MCP servers are installed via npx -y @scope/package — which silently downloads
…
|
C 64 3⁄4 | ||||||||
| 27064 |
Free DEX aggregator API that returns executable swap calldata across 46 EVM cha…
|
C 64 3⁄4 | ||||||||
| 27065 |
mcp-github
Claim
Read-only GitHub MCP server that lets assistants search and read repositories, …
|
C 64 3⁄4 | ||||||||
| 27066 |
A standalone MCP server that enables research (web search, URL fetch, news), wo…
|
C 64 3⁄4 | ||||||||
| 27067 |
Provides AI agents access to Medicare coverage policies, prior authorization re…
|
C 63 3⁄4 | ||||||||
| 27068 |
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
|
C 63 3⁄4 | ||||||||
| 27069 |
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
|
C 63 3⁄4 | ||||||||
| 27070 |
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. A…
|
C 63 3⁄4 | ||||||||
| 27071 |
Provides full Descript integration for transcription, AI-powered editing, voice…
|
C 63 3⁄4 | ||||||||
| 27072 |
MCP Server for CAD
Claim
Translates natural language commands into structured geometric operations for a…
|
C 63 3⁄4 | ||||||||
| 27073 |
An MCP server that integrates Google Gemini with corporate management APIs to h…
|
C 63 3⁄4 | ||||||||
| 27074 |
LAWMADI
Claim
법마디(Lawmadi) OS — Korean
Legal AI with 60 specialized agents and
real-time stat…
|
C 63 3⁄4 | ||||||||
| 27075 |
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
|
C 63 3⁄4 | ||||||||
| 27076 |
Browse Hacker News feeds, threads, and user profiles with full-text search.
|
C 63 3⁄5 | ||||||||
| 27077 |
Email MCP Server
Claim
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
|
C 63 3⁄4 | ||||||||
| 27078 |
An MCP server that proxies tool calls to a running SentinelX Core instance with…
|
C 63 3⁄4 | ||||||||
| 27079 |
Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructur…
|
C 63 3⁄4 | ||||||||
| 27080 |
Enables seamless integration with Convolut Context Bank for AI-powered context …
|
C 63 3⁄4 | ||||||||
| 27081 |
Enables secure retrieval of real-time weather data for any location via Open-Me…
|
C 63 3⁄4 | ||||||||
| 27082 |
CanvasXpress MCP Server
Claim
Converts natural language descriptions into validated CanvasXpress JSON configu…
|
C 63 3⁄4 | ||||||||
| 27083 |
Enables users to search for anime information via the Bangumi API and discover …
|
C 63 3⁄4 | ||||||||
| 27084 |
Enables AI agents to interact with Cisco IOS-XE network devices over SSH using …
|
C 63 3⁄4 | ||||||||
| 27085 |
Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing r…
|
C 63 3⁄4 | ||||||||
| 27086 |
inday-api
Claim
Public holiday data for 30+ countries. Check holidays, working days, and full c…
|
C 63 3⁄4 | ||||||||
| 27087 |
A production-grade MCP server for the WooCommerce REST API, enabling AI assista…
|
C 63 3⁄4 | ||||||||
| 27088 |
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
|
C 63 3⁄4 | ||||||||
| 27089 |
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
|
C 63 3⁄4 | ||||||||
| 27090 |
A production-grade, extensible Python template for building Model Context Proto…
|
C 63 3⁄4 | ||||||||
| 27091 |
Auto dev
Claim
Automotive Data for AI Agents
|
C 63 3⁄4 | ||||||||
| 27092 |
Pega MCP Server
Claim
Enables interaction with Pega case operations through a metadata-driven tool la…
|
C 63 3⁄4 | ||||||||
| 27093 |
A bridge that enables any LLM to access and interact with documented REST APIs …
|
C 63 3⁄4 | ||||||||
| 27094 |
A production-grade TypeScript MCP server that provides AI agents with structure…
|
C 63 3⁄4 | ||||||||
| 27095 |
An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to…
|
C 63 3⁄4 | ||||||||
| 27096 |
MCP server for monetizing Moltbook agent social network actions. Other AI agent…
|
C 63 3⁄4 | ||||||||
| 27097 |
Get Gather
Claim
A containerized service that enables MCP clients to interact with data and perf…
|
C 63 3⁄4 | ||||||||
| 27098 |
MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS W…
|
C 63 3⁄4 | ||||||||
| 27099 |
Provides scored and reasoned Kyoto temple data optimized for AI travel agents t…
|
C 63 3⁄4 | ||||||||
| 27100 |
This MCP server enables AI assistants to access Gangtise investment research pl…
|
C 63 3⁄4 | ||||||||