MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10201 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 10202 |
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
|
C 66 5⁄4 | ||||||||
| 10203 |
Enables AI assistants to review GitLab merge requests by fetching changes, anal…
|
C 66 5⁄5 | ||||||||
| 10204 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 10205 |
MCP Dockerized Server
Claim
A minimal, containerized MCP server that exposes a Streamable HTTP transport wi…
|
C 66 5⁄5 | ||||||||
| 10206 |
JFrog dummy MCP server
|
C 66 5⁄5 | ||||||||
| 10207 |
Share code context with LLMs via MCP or clipboard
|
C 66 5⁄4 | ||||||||
| 10208 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 10209 |
Seedream 4.0 MCP
Claim
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
|
C 66 5⁄5 | ||||||||
| 10210 |
Enables users to access the Realty In Ca1 API to search for residential and com…
|
C 66 5⁄5 | ||||||||
| 10211 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10212 |
Run SOQL queries against your Salesforce org to retrieve records and insights. …
|
C 66 6⁄6 | ||||||||
| 10213 |
Automatically provides AI assistants with contextual, version-specific document…
|
C 66 5⁄5 | ||||||||
| 10214 |
System Stats MCP Server
Claim
Provides real-time Linux system monitoring for CPU load, memory usage, disk spa…
|
C 66 5⁄4 | ||||||||
| 10215 |
MCP server for Kaiten API — cards, boards. 3 tools.
|
C 66 4⁄4 | ||||||||
| 10216 |
An MCP server that provides static validation and documentation lookup for quan…
|
C 66 5⁄5 | ||||||||
| 10217 |
A Node.js server that provides advanced video and image processing capabilities…
|
C 66 5⁄5 | ||||||||
| 10218 |
Enables integration with Qase test management platform to create, retrieve, and…
|
C 66 5⁄5 | ||||||||
| 10219 |
A Model Context Protocol server that enables Claude to execute SQL queries on S…
|
C 66 5⁄5 | ||||||||
| 10220 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 10221 |
MCP Self-Learning Server
Claim
Enables autonomous learning from interactions through pattern recognition and m…
|
C 66 5⁄5 | ||||||||
| 10222 |
The Tencent RTC MCP Server provides real-time communication capabilities such a…
|
C 66 5⁄5 | ||||||||
| 10223 |
Provides access to real-time currency exchange rates, live stock market data vi…
|
C 66 5⁄5 | ||||||||
| 10224 |
Enables natural language control of AutoCAD LT through AutoLISP code generation…
|
C 66 5⁄4 | ||||||||
| 10225 |
Connects Claude with Spotify, enabling playback control, search functionality, …
|
C 66 5⁄4 | ||||||||
| 10226 |
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Fire…
|
C 66 5⁄4 | ||||||||
| 10227 |
Enables AI agents to take breaks and manage stress levels through various休息 act…
|
C 65 5⁄4 | ||||||||
| 10228 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10229 |
Enables access to UK property listings, price estimates, agent information, and…
|
C 65 5⁄5 | ||||||||
| 10230 |
A structured tool that enables multiple AI agents to simulate reflective debate…
|
C 65 5⁄5 | ||||||||
| 10231 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10232 |
An MCP server that enables AI agents to control a real Google Chrome instance u…
|
C 65 5⁄4 | ||||||||
| 10233 |
MPM-Coding
Claim
Local MCP server for reliable long-running AI coding workflows.
|
C 65 5⁄4 | ||||||||
| 10234 |
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
|
C 65 5⁄5 | ||||||||
| 10235 |
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
C 65 5⁄4 | ||||||||
| 10236 |
A Model Context Protocol server that provides video manipulation capabilities, …
|
C 65 5⁄5 | ||||||||
| 10237 |
A Model Context Protocol server implementation to query the NIST National Vulne…
|
C 65 5⁄5 | ||||||||
| 10238 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10239 |
roadrecon_mcp_server
Claim
|
C 65 5⁄4 | ||||||||
| 10240 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10241 |
MCP server for managing Tempo worklogs in Jira
|
C 65 5⁄5 | ||||||||
| 10242 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 65 5⁄4 | ||||||||
| 10243 |
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
|
C 65 5⁄5 | ||||||||
| 10244 |
This TypeScript-based MCP server enables users to manage and summarize text not…
|
C 65 5⁄5 | ||||||||
| 10245 |
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
|
C 65 6⁄6 | ||||||||
| 10246 |
MCP server to provide Jira Tickets information to AI coding agents like Cursor
|
C 65 5⁄5 | ||||||||
| 10247 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||
| 10248 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10249 |
Travel Agent MCP Server
Claim
Provides tools to fetch up-to-date visa and immigration information for various…
|
C 65 5⁄5 | ||||||||
| 10250 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||