MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6501 |
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
|
B 72 5⁄5 | ||||||||
| 6502 |
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
|
B 72 5⁄5 | ||||||||
| 6503 |
Smart MCP proxy with BM25 tool discovery, quarantine security, and ~99% token s…
|
B 72 5⁄4 | ||||||||
| 6504 |
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
|
B 72 5⁄5 | ||||||||
| 6505 |
|
B 72 5⁄5 | ||||||||
| 6506 |
A Model Context Protocol (MCP) server that enables mobile app automation using …
|
B 72 5⁄4 | ||||||||
| 6507 |
A Model Context Protocol server that provides AI assistants with structured acc…
|
B 72 5⁄4 | ||||||||
| 6508 |
Playwright MCP Server
Claim
Provides browser automation capabilities using Playwright, enabling users to na…
|
B 72 5⁄4 | ||||||||
| 6509 |
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
|
B 72 5⁄4 | ||||||||
| 6510 |
Context management, todo persistence, and multi-AI perspectives for Claude Code
|
B 72 5⁄4 | ||||||||
| 6511 |
Provides Claude with real-time access to Wikipedia through four essential tools…
|
B 72 5⁄5 | ||||||||
| 6512 |
A Master Control Program server that provides workflow validation tools and bes…
|
B 72 5⁄5 | ||||||||
| 6513 |
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
|
B 72 5⁄5 | ||||||||
| 6514 |
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
|
B 72 5⁄4 | ||||||||
| 6515 |
Enables interaction with the John Deere Operations Center to browse organizatio…
|
B 72 5⁄4 | ||||||||
| 6516 |
Enables execution and analysis of Pylpex code through an interpreter, supportin…
|
B 72 5⁄4 | ||||||||
| 6517 |
This is an MCP server that provides tools to LLMs for searching and analyzing a…
|
B 72 5⁄5 | ||||||||
| 6518 |
A server enabling integration between KoboldAI's text generation capabilities a…
|
B 72 5⁄5 | ||||||||
| 6519 |
Token-efficient semantic compression for numerical data. 95%+ token reduction.
|
B 72 5⁄4 | ||||||||
| 6520 |
A bridge between Figma designs and React implementations that enables pixel-per…
|
B 72 5⁄5 | ||||||||
| 6521 |
An MCP server that enables generating and editing high-quality images with natu…
|
B 72 5⁄4 | ||||||||
| 6522 |
Enables users to manage and control their Plex media library through natural la…
|
B 72 5⁄5 | ||||||||
| 6523 |
## 🔦 SnipeFactory: Lumen MCP Engine
Lumen MCP is a specialized forensic analys…
|
B 72 5⁄4 | ||||||||
| 6524 |
A Python-based Model Context Protocol server that enables managing Proxmox virt…
|
B 72 5⁄5 | ||||||||
| 6525 |
Notion Remote MCP Server
Claim
Enables secure interaction with Notion through a suite of tools for searching, …
|
B 72 5⁄5 | ||||||||
| 6526 |
Adds a live git branch status bar to the Claude interface for monitoring multip…
|
B 72 5⁄4 | ||||||||
| 6527 |
An MCP server that provides persistent semantic memory backed by PostgreSQL and…
|
B 72 5⁄4 | ||||||||
| 6528 |
MCP server for Venmo - check balance, send/request money, view history
|
B 72 5⁄4 | ||||||||
| 6529 |
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
|
B 72 5⁄5 | ||||||||
| 6530 |
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
|
B 72 5⁄5 | ||||||||
| 6531 |
Provides AI models with structured design guidelines and system prompts for cre…
|
B 72 5⁄5 | ||||||||
| 6532 |
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
|
B 72 5⁄4 | ||||||||
| 6533 |
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
|
B 72 5⁄4 | ||||||||
| 6534 |
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
|
B 72 5⁄4 | ||||||||
| 6535 |
Enables querying clinical trial information from the Chinese Clinical Trial Reg…
|
B 72 5⁄5 | ||||||||
| 6536 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
B 72 5⁄5 | ||||||||
| 6537 |
Enables AI assistants like Claude to interact with The Movie Database (TMDB) AP…
|
B 72 5⁄5 | ||||||||
| 6538 |
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
|
B 72 5⁄5 | ||||||||
| 6539 |
Enables comprehensive analysis of CSV files and SQLite databases through tools …
|
B 72 5⁄5 | ||||||||
| 6540 |
Mask Editor
Claim
Allows users to upload images and paint selections with a brush tool to generat…
|
B 72 5⁄4 | ||||||||
| 6541 |
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
|
B 72 5⁄4 | ||||||||
| 6542 |
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
|
B 72 5⁄4 | ||||||||
| 6543 |
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
|
B 72 5⁄5 | ||||||||
| 6544 |
Enables AI assistants to manage API endpoints, environments, and testing workfl…
|
B 72 5⁄5 | ||||||||
| 6545 |
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
|
B 72 5⁄5 | ||||||||
| 6546 |
Provides tools for optimizing, fine-tuning, and deploying large language models…
|
B 72 5⁄5 | ||||||||
| 6547 |
An MCP server that allows Claude AI to perform filesystem operations including …
|
B 72 5⁄4 | ||||||||
| 6548 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 6549 |
A server that allows searching and retrieving Solodit vulnerability reports thr…
|
B 72 5⁄5 | ||||||||
| 6550 |
Enables Claude to store, search, and retrieve persistent memories using Zep Clo…
|
B 72 5⁄5 | ||||||||