MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10201 |
MCP server that provides comprehensive tools for managing [Higress](https://git…
|
C 66 5⁄4 | ||||||||
| 10202 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10203 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 10204 |
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
|
C 66 5⁄5 | ||||||||
| 10205 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10206 |
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
|
C 66 5⁄4 | ||||||||
| 10207 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10208 |
PDF to Markdown conversion tool
|
C 66 5⁄4 | ||||||||
| 10209 |
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
|
C 66 5⁄4 | ||||||||
| 10210 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 10211 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 10212 |
MCP Job Search
Claim
Helps users find suitable LinkedIn job opportunities by automatically scraping …
|
C 66 5⁄5 | ||||||||
| 10213 |
Gmail MCP Server
Claim
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
|
C 66 5⁄5 | ||||||||
| 10214 |
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
|
C 66 5⁄4 | ||||||||
| 10215 |
An MCP server for reading, rendering, and searching PDF files, specifically opt…
|
C 66 5⁄4 | ||||||||
| 10216 |
A Model Context Protocol server that enables interaction with Helm charts on Ar…
|
C 66 5⁄5 | ||||||||
| 10217 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 10218 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 10219 |
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
|
C 66 5⁄5 | ||||||||
| 10220 |
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
|
C 66 5⁄5 | ||||||||
| 10221 |
mcp-server-gdrive
Claim
gdrive mcp capable of upload
|
C 66 5⁄5 | ||||||||
| 10222 |
Typescript library for integrating Adyen APIs via an MCP server
|
C 66 6⁄6 | ||||||||
| 10223 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 10224 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 10225 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 10226 |
A Model Context Protocol (MCP) server for generating a beautiful interactive mi…
|
C 66 5⁄4 | ||||||||
| 10227 |
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
|
C 65 5⁄5 | ||||||||
| 10228 |
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
|
C 65 5⁄5 | ||||||||
| 10229 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10230 |
A server that enables natural language interaction with AutoCAD through large l…
|
C 65 5⁄4 | ||||||||
| 10231 |
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
|
C 65 5⁄5 | ||||||||
| 10232 |
An MCP server and web application that enables natural language medical queries…
|
C 65 5⁄5 | ||||||||
| 10233 |
Enables interaction with Opinion.trade decentralized prediction markets on BNB …
|
C 65 6⁄6 | ||||||||
| 10234 |
Persistent project context for xAI Grok. IANA-registered .faf format.
|
C 65 6⁄4 | ||||||||
| 10235 |
Enables AI assistants to automatically log and manage conversation history with…
|
C 65 5⁄5 | ||||||||
| 10236 |
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
|
C 65 6⁄6 | ||||||||
| 10237 |
A MCP server playing chess against LLMs.
|
C 65 5⁄4 | ||||||||
| 10238 |
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
|
C 65 5⁄5 | ||||||||
| 10239 |
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
|
C 65 5⁄4 | ||||||||
| 10240 |
A tool that connects to local MySQL databases and enables large language models…
|
C 65 5⁄4 | ||||||||
| 10241 |
A Model Context Protocol server that provides video manipulation capabilities, …
|
C 65 5⁄5 | ||||||||
| 10242 |
Enables interaction with MySQL databases through the Model Context Protocol, al…
|
C 65 5⁄5 | ||||||||
| 10243 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 65 5⁄5 | ||||||||
| 10244 |
Provides programmatic access to CTFtime.org data for retrieving information abo…
|
C 65 5⁄5 | ||||||||
| 10245 |
Doc/docx-MCP
Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
|
C 65 5⁄4 | ||||||||
| 10246 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API to read, send, and manage …
|
C 65 5⁄5 | ||||||||
| 10247 |
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
|
C 65 6⁄6 | ||||||||
| 10248 |
ContextKeep
Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
|
C 65 5⁄5 | ||||||||
| 10249 |
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
|
C 65 6⁄6 | ||||||||
| 10250 |
A Model Context Protocol server that connects AI assistants like Claude to Noti…
|
C 65 5⁄5 | ||||||||