MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10451 |
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
|
C 65 5⁄4 | ||||||||
| 10452 |
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
|
C 65 5⁄5 | ||||||||
| 10453 |
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
|
C 65 5⁄5 | ||||||||
| 10454 |
MCP server for real-time token prices on Base from on-chain DEX pools.
|
C 65 5⁄5 | ||||||||
| 10455 |
Enables control system analysis and testing through PID controller evaluation a…
|
C 65 5⁄5 | ||||||||
| 10456 |
Providing cryptocurrency project data from Mobula.io to AI agents.
|
C 65 5⁄5 | ||||||||
| 10457 |
Enables access to Formula 1 data from the openF1.org API, including driver info…
|
C 65 5⁄5 | ||||||||
| 10458 |
Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude …
|
C 65 5⁄4 | ||||||||
| 10459 |
Provides AI assistants with access to comprehensive Safaricom Daraja API docume…
|
C 65 5⁄5 | ||||||||
| 10460 |
Provides tools to query, search, and list Google Calendar events using the Mode…
|
C 65 5⁄5 | ||||||||
| 10461 |
Provide comprehensive flight and accommodation search capabilities using the Du…
|
C 65 5⁄5 | ||||||||
| 10462 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10463 |
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
|
C 65 5⁄5 | ||||||||
| 10464 |
MCP server for JADX-AI Plugin
|
C 65 5⁄4 | ||||||||
| 10465 |
A server that enables executing and validating SQL queries against Google BigQu…
|
C 65 5⁄5 | ||||||||
| 10466 |
Provides unified access to QuickBooks Time API functionality. This server conso…
|
C 65 5⁄5 | ||||||||
| 10467 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10468 |
A server that enables interaction with the Solana blockchain using your own pri…
|
C 65 5⁄4 | ||||||||
| 10469 |
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
|
C 65 5⁄5 | ||||||||
| 10470 |
An MCP FHIR server written in Go for EMR systems like Epic and Cerner
|
C 65 6⁄4 | ||||||||
| 10471 |
weather-mcp-server
|
C 65 5⁄5 | ||||||||
| 10472 |
An MCP server for fetching cricket data from Cricbuzz, including player statist…
|
C 65 5⁄5 | ||||||||
| 10473 |
An MCP server that provides AI assistants with access to Australian Bureau of S…
|
C 65 5⁄5 | ||||||||
| 10474 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10475 |
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
|
C 65 5⁄4 | ||||||||
| 10476 |
jebmcp
Claim
|
C 65 5⁄4 | ||||||||
| 10477 |
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
|
C 65 5⁄5 | ||||||||
| 10478 |
Provides structured access to actionable insights, frameworks, and leadership a…
|
C 65 5⁄4 | ||||||||
| 10479 |
An MCP server that provides AI assistants with access to Astro documentation, e…
|
C 65 5⁄4 | ||||||||
| 10480 |
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
|
C 65 5⁄5 | ||||||||
| 10481 |
Nmap MCP Server
Claim
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
|
C 65 5⁄5 | ||||||||
| 10482 |
Generate, edit, and restore images using natural language prompts through the G…
|
C 65 6⁄6 | ||||||||
| 10483 |
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
|
C 65 5⁄4 | ||||||||
| 10484 |
An MCP server that allows Claude to access pages from Cosense projects, support…
|
C 65 5⁄4 | ||||||||
| 10485 |
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
|
C 65 5⁄4 | ||||||||
| 10486 |
SEC Filing MCP Server
Claim
Enables querying and analysis of SEC filing documents through natural language.…
|
C 65 5⁄5 | ||||||||
| 10487 |
MCP Server for fething yfinance financial data into Claude Desktop
|
C 65 5⁄4 | ||||||||
| 10488 |
A Model Context Protocol server that provides PureScript development tools for …
|
C 65 5⁄4 | ||||||||
| 10489 |
Doc/docx-MCP
Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
|
C 65 5⁄4 | ||||||||
| 10490 |
Gmail MCP Server
Claim
Enables AI assistants to manage Gmail accounts through natural language for tas…
|
C 65 5⁄5 | ||||||||
| 10491 |
A powerful AI service platform that provides complete MCP tool calling capabili…
|
C 65 5⁄5 | ||||||||
| 10492 |
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
C 65 5⁄5 | ||||||||
| 10493 |
First MCP server for Grok. URL-based AI context using IANA .faf format.
|
C 65 6⁄4 | ||||||||
| 10494 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
C 65 5⁄5 | ||||||||
| 10495 |
MCP Local Server
Claim
A minimal Model Context Protocol server that provides basic utility tools inclu…
|
C 65 5⁄4 | ||||||||
| 10496 |
Enables interaction with Binance cryptocurrency exchange through API integratio…
|
C 65 5⁄5 | ||||||||
| 10497 |
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
|
C 65 6⁄6 | ||||||||
| 10498 |
GitHub MCP Tools
Claim
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
|
C 65 5⁄5 | ||||||||
| 10499 |
Enables access to UK property listings, price estimates, agent information, and…
|
C 65 5⁄5 | ||||||||
| 10500 |
Enables structured, step-by-step problem-solving with dynamic revision and bran…
|
C 65 5⁄5 | ||||||||