MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4501 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4502 |
Notion MCP Server
Claim
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
|
B 74 5⁄5 | ||||||||
| 4503 |
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
|
B 74 5⁄5 | ||||||||
| 4504 |
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
|
B 74 5⁄5 | ||||||||
| 4505 |
Outcome-based persistent memory for AI coding tools. Memories that help get pro…
|
B 74 5⁄4 | ||||||||
| 4506 |
A Model Context Protocol server that allows large language models to control an…
|
B 74 5⁄5 | ||||||||
| 4507 |
Connect AI models like Claude & GPT with robots using MCP and ROS.
|
B 74 5⁄4 | ||||||||
| 4508 |
Enables AI assistants to control and automate your Chrome browser directly, lev…
|
B 74 5⁄4 | ||||||||
| 4509 |
MCP Server for Qlik Cloud API that enables querying applications, sheets, and e…
|
B 74 5⁄5 | ||||||||
| 4510 |
Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, w…
|
B 74 5⁄4 | ||||||||
| 4511 |
Provides quick access to local system utilities including time/date, hostname, …
|
B 74 5⁄4 | ||||||||
| 4512 |
Real-time MIT dining hall menus with dietary filtering across all 6 halls
|
B 74 5⁄4 | ||||||||
| 4513 |
Enables interaction with Linear's API for managing issues, teams, and projects …
|
B 74 5⁄5 | ||||||||
| 4514 |
Enables consulting with local Ollama models for reasoning from alternative view…
|
B 74 5⁄5 | ||||||||
| 4515 |
QA Agent Pro
Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
|
B 74 5⁄5 | ||||||||
| 4516 |
Enables searching, retrieving, and managing files in Google Drive using a servi…
|
B 74 5⁄5 | ||||||||
| 4517 |
A secure Model Context Protocol server that manages time-based operations using…
|
B 74 5⁄4 | ||||||||
| 4518 |
Facilitates knowledge graph representation with semantic search using Qdrant, s…
|
B 74 5⁄5 | ||||||||
| 4519 |
MCP server + command line tool that allows agents to see & control long-running…
|
B 74 5⁄4 | ||||||||
| 4520 |
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
|
B 74 5⁄5 | ||||||||
| 4521 |
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
|
B 74 5⁄5 | ||||||||
| 4522 |
A Model Context Protocol server that analyzes application codebases with real-t…
|
B 74 5⁄4 | ||||||||
| 4523 |
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
|
B 74 5⁄5 | ||||||||
| 4524 |
This server integrates with GitHub Advanced Security to load security alerts an…
|
B 74 5⁄5 | ||||||||
| 4525 |
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
|
B 74 5⁄4 | ||||||||
| 4526 |
Enables the calculation and management of hourly-based commercial proposals wit…
|
B 74 5⁄4 | ||||||||
| 4527 |
A Model Context Protocol (MCP) server implementation built with Python and Fast…
|
B 74 5⁄4 | ||||||||
| 4528 |
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
|
B 74 5⁄5 | ||||||||
| 4529 |
MCP server for MTA:SA documentation with intelligent search and caching
|
B 74 5⁄4 | ||||||||
| 4530 |
Enables enterprise-level integration with Jira's REST API for AI assistants to …
|
B 74 5⁄5 | ||||||||
| 4531 |
Enables project management and repository operations on GitLab through the GitL…
|
B 74 5⁄5 | ||||||||
| 4532 |
A composable middleware framework for building MCP server chains that enables t…
|
B 74 5⁄5 | ||||||||
| 4533 |
Bridges NotebookLM's research capabilities with Claude's content generation, en…
|
B 74 5⁄4 | ||||||||
| 4534 |
GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or C…
|
B 74 5⁄5 | ||||||||
| 4535 |
Allows AI assistants to connect to and control Minecraft players on remote serv…
|
B 74 5⁄5 | ||||||||
| 4536 |
xhs-mcp
Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
|
B 74 5⁄4 | ||||||||
| 4537 |
A Model Context Protocol server that enables AI-powered image generation throug…
|
B 74 5⁄5 | ||||||||
| 4538 |
Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated us…
|
B 74 5⁄5 | ||||||||
| 4539 |
A basic educational MCP server that provides simple tools for mathematical calc…
|
B 74 5⁄4 | ||||||||
| 4540 |
Connects to Kakao Local API and Kakao Maps, enabling access to location-based s…
|
B 74 5⁄5 | ||||||||
| 4541 |
Provides access to the Exploit-DB database through the searchsploit tool, enabl…
|
B 74 5⁄4 | ||||||||
| 4542 |
Polymarket MCP
Claim
A Model Context Protocol (MCP) server for Polymarket prediction markets, provid…
|
B 74 5⁄5 | ||||||||
| 4543 |
Enables AI models to access and manage SSH connections through a standardized i…
|
B 74 5⁄4 | ||||||||
| 4544 |
MCP Server for SlimContext - AI chat history compression tools
|
B 74 5⁄4 | ||||||||
| 4545 |
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
|
B 74 5⁄5 | ||||||||
| 4546 |
Get Confluence data via CQL and read pages.
|
B 74 5⁄5 | ||||||||
| 4547 |
Provides AI assistants with access to Cohesity DataProtect for managing backups…
|
B 74 5⁄5 | ||||||||
| 4548 |
A comprehensive personal productivity server that manages projects, todos, cale…
|
B 74 5⁄5 | ||||||||
| 4549 |
Enables AI agents to search for YouTube videos and play them in the default bro…
|
B 74 5⁄5 | ||||||||
| 4550 |
Yachtsy MCP Server
Claim
Provides AI-powered yacht and boat marketplace intelligence with access to 25,0…
|
B 74 5⁄5 | ||||||||