MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13151 |
|
C 59 5⁄4 | ||||||||
| 13152 |
Beyond MCP Server
Claim
An extensible Model Context Protocol server that provides standardized access t…
|
C 59 6⁄6 | ||||||||
| 13153 |
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
|
C 59 6⁄6 | ||||||||
| 13154 |
An MCP server that provides AI assistants with powerful tools to interact with …
|
C 59 5⁄5 | ||||||||
| 13155 |
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
|
C 59 5⁄4 | ||||||||
| 13156 |
Quack MCP Server
Claim
A continuous integration server that automates Python code analysis, providing …
|
C 59 5⁄5 | ||||||||
| 13157 |
An MCP server that allows users to interact with YNAB data, enabling access to …
|
C 59 5⁄5 | ||||||||
| 13158 |
Count occurrences of any character in your text instantly. Specify the characte…
|
C 59 6⁄6 | ||||||||
| 13159 |
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
|
C 59 5⁄4 | ||||||||
| 13160 |
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
|
C 59 5⁄5 | ||||||||
| 13161 |
Smithery FastMCP Example
Claim
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
|
C 59 5⁄4 | ||||||||
| 13162 |
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
|
C 59 5⁄4 | ||||||||
| 13163 |
A minimal MCP server that enables HTTP requests with any method, headers, and b…
|
C 59 5⁄5 | ||||||||
| 13164 |
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
|
C 59 5⁄5 | ||||||||
| 13165 |
A simple demonstration server for the MCP Python SDK that provides weather aler…
|
C 59 5⁄4 | ||||||||
| 13166 |
A Python implementation of the Model Context Protocol (MCP) that connects clien…
|
C 59 5⁄5 | ||||||||
| 13167 |
XiaozhiMCP-MapNAVI
Claim
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
|
C 59 5⁄5 | ||||||||
| 13168 |
ESP-IDF FastMCP Server
Claim
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
|
C 59 5⁄4 | ||||||||
| 13169 |
Word MCP Server
Claim
Enables creation and management of Word documents from markdown content, with s…
|
C 59 6⁄6 | ||||||||
| 13170 |
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
|
C 59 5⁄5 | ||||||||
| 13171 |
A simple reference implementation demonstrating MCP server basics with two toy …
|
C 59 5⁄4 | ||||||||
| 13172 |
An MCP server that enables web search and document retrieval capabilities throu…
|
C 59 5⁄5 | ||||||||
| 13173 |
Enables large language models to automatically report customer-facing issues wi…
|
C 59 5⁄5 | ||||||||
| 13174 |
Epitome
Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
|
C 59 6⁄6 | ||||||||
| 13175 |
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
|
C 59 5⁄5 | ||||||||
| 13176 |
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
|
C 59 6⁄6 | ||||||||
| 13177 |
An MCP server that allows users to search for movies, get detailed information,…
|
C 59 5⁄5 | ||||||||
| 13178 |
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
|
C 59 5⁄5 | ||||||||
| 13179 |
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
|
C 59 5⁄5 | ||||||||
| 13180 |
Official MCP server for ToseaAI that enables document-to-presentation workflows…
|
C 59 5⁄5 | ||||||||
| 13181 |
Enables AI assistants to search and access clinical trial data from ClinicalTri…
|
C 59 5⁄5 | ||||||||
| 13182 |
An MCP server that provides standardized tools for AI agents to interact with t…
|
C 59 5⁄5 | ||||||||
| 13183 |
Czech legislation via MCP — full-text search across statutes and provisions
|
C 59 6⁄6 | ||||||||
| 13184 |
|
C 59 5⁄4 | ||||||||
| 13185 |
Same functionality, consuming only 1/20 of the context window tokens.
|
C 59 6⁄6 | ||||||||
| 13186 |
Nmap Scanner Server
Claim
Enable network scanning by initiating Nmap scans and retrieving structured JSON…
|
C 59 5⁄5 | ||||||||
| 13187 |
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
|
C 59 5⁄4 | ||||||||
| 13188 |
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
|
C 59 6⁄6 | ||||||||
| 13189 |
MCP server for local codebase indexing, semantic search, and code dependency gr…
|
C 59 6⁄4 | ||||||||
| 13190 |
PubMed MCP Server
Claim
Enables searching PubMed's biomedical literature database and retrieving articl…
|
C 59 5⁄5 | ||||||||
| 13191 |
Enables management of Google Calendar events across multiple calendars with nat…
|
C 59 6⁄6 | ||||||||
| 13192 |
Enables web search capabilities through the Tavily API. Allows users to search …
|
C 59 5⁄5 | ||||||||
| 13193 |
A TypeScript template for building Model Context Protocol servers that implemen…
|
C 59 5⁄5 | ||||||||
| 13194 |
Integrates the OpenViking context database with Cloudwise SA Workflow Skills to…
|
C 59 5⁄5 | ||||||||
| 13195 |
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
|
C 59 5⁄5 | ||||||||
| 13196 |
Enables AI assistants to automatically integrate Divvi referral tracking into J…
|
C 59 6⁄6 | ||||||||
| 13197 |
Provide a Python-based MCP server implementation to enable integration of LLMs …
|
C 59 5⁄4 | ||||||||
| 13198 |
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
|
C 59 5⁄5 | ||||||||
| 13199 |
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
|
C 59 5⁄5 | ||||||||
| 13200 |
gqai
Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
|
C 59 5⁄4 | ||||||||