MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8101 |
An MCP server that provides standardized access to Pokemon data, allowing users…
|
C 69 5⁄5 | ||||||||
| 8102 |
Provides a complete end-to-end MCP server implementation with file system tools…
|
C 69 5⁄5 | ||||||||
| 8103 |
Enables direct integration with YApi API documentation platform in MCP-compatib…
|
C 69 5⁄5 | ||||||||
| 8104 |
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
|
C 69 5⁄4 | ||||||||
| 8105 |
A secure MCP server for local API credential management using JSON storage and …
|
C 69 5⁄4 | ||||||||
| 8106 |
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
|
C 69 5⁄5 | ||||||||
| 8107 |
Enables AI assistants to interact with VMware Workspace ONE UEM environments fo…
|
C 69 5⁄5 | ||||||||
| 8108 |
Provides integration with Lulu Print API for print-on-demand services through C…
|
C 69 5⁄5 | ||||||||
| 8109 |
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
C 69 5⁄5 | ||||||||
| 8110 |
Enables AI assistants to interact with GitLab merge requests, review code chang…
|
C 69 5⁄5 | ||||||||
| 8111 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 69 5⁄5 | ||||||||
| 8112 |
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
|
C 69 6⁄4 | ||||||||
| 8113 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8114 |
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
|
C 69 5⁄5 | ||||||||
| 8115 |
A Model Context Protocol server for Hatch API integration that provides tools f…
|
C 69 5⁄5 | ||||||||
| 8116 |
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
|
C 69 5⁄5 | ||||||||
| 8117 |
A modern MCP server that provides fast, structured access to Microsoft Flight S…
|
C 69 5⁄5 | ||||||||
| 8118 |
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
|
C 69 5⁄5 | ||||||||
| 8119 |
Ressl AI MCP Server
Claim
Provides file search functionality with tools for both partial keyword matching…
|
C 69 5⁄5 | ||||||||
| 8120 |
A Model Context Protocol server for time manipulation tasks, enabling AI models…
|
C 69 5⁄4 | ||||||||
| 8121 |
An MCP server that provides real-time financial data integration with Alpha Van…
|
C 69 5⁄5 | ||||||||
| 8122 |
MCP server for Base wallet interactions: balances, gas, tokens, allowances, ENS.
|
C 69 5⁄4 | ||||||||
| 8123 |
Enables powerful code search across millions of public GitHub repositories usin…
|
C 69 5⁄5 | ||||||||
| 8124 |
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
|
C 69 5⁄4 | ||||||||
| 8125 |
An MCP server to allow you to debug webpages using LLMs
|
C 69 5⁄4 | ||||||||
| 8126 |
Web crawling and RAG implementation that enables AI agents to scrape websites a…
|
C 69 5⁄5 | ||||||||
| 8127 |
A Model Context Protocol server that provides persistent storage, categorizatio…
|
C 69 5⁄5 | ||||||||
| 8128 |
A Model Context Protocol server that allows AI assistants to invoke and interac…
|
C 69 5⁄5 | ||||||||
| 8129 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8130 |
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
C 69 5⁄4 | ||||||||
| 8131 |
Deep directory tree visualization tool enabling efficient visualization of comp…
|
C 69 5⁄5 | ||||||||
| 8132 |
An implementation of the Model Context Protocol server that enables AI models t…
|
C 69 5⁄5 | ||||||||
| 8133 |
MCPAuthFuncapp
Claim
A secure Model Context Protocol backend service built on Azure Functions that p…
|
C 69 5⁄5 | ||||||||
| 8134 |
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
|
C 69 5⁄4 | ||||||||
| 8135 |
A server that enables language models to perform web searches through SearXNG u…
|
C 69 5⁄5 | ||||||||
| 8136 |
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
|
C 69 5⁄4 | ||||||||
| 8137 |
A rich MCP server for Things
|
C 69 5⁄5 | ||||||||
| 8138 |
MCPtrace
Claim
MCP server: using eBPF to tracing your kernel
|
C 69 5⁄4 | ||||||||
| 8139 |
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
|
C 69 5⁄5 | ||||||||
| 8140 |
A Model Context Protocol server that enables semantic search and RAG over your …
|
C 69 5⁄4 | ||||||||
| 8141 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8142 |
MCP Server for use with Monarch Money
|
C 69 5⁄5 | ||||||||
| 8143 |
Enables users to access and manage their Pinboard bookmarks directly through Cl…
|
C 69 5⁄5 | ||||||||
| 8144 |
Provides natural language search capabilities for Spryker GitHub repositories, …
|
C 69 5⁄5 | ||||||||
| 8145 |
A service discovery and proxy for MCP servers that enables registration, discov…
|
C 69 5⁄5 | ||||||||
| 8146 |
Create and manage n8n workflows programmatically.
|
C 69 5⁄5 | ||||||||
| 8147 |
ZenTao MCP Server
Claim
Enables interaction with ZenTao project management system through RESTful API v…
|
C 69 5⁄5 | ||||||||
| 8148 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 8149 |
Check and improve the contract quality of any MCP server — for humans, agents, …
|
C 69 5⁄4 | ||||||||
| 8150 |
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息…
|
C 69 5⁄4 | ||||||||