MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10951 |
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
|
C 64 5⁄4 | ||||||||
| 10952 |
mcp-google-docs
Claim
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
|
C 64 5⁄5 | ||||||||
| 10953 |
Provides tools for AI agents to take timed rest breaks and vent their thoughts …
|
C 64 5⁄5 | ||||||||
| 10954 |
Enables comprehensive stock market analysis with portfolio management, technica…
|
C 64 5⁄4 | ||||||||
| 10955 |
Provides AI agents and LLMs with standardized tools to interact with the ICON M…
|
C 64 5⁄5 | ||||||||
| 10956 |
Facilitates isolated code execution within Docker containers, enabling secure m…
|
C 64 5⁄5 | ||||||||
| 10957 |
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
|
C 64 5⁄5 | ||||||||
| 10958 |
Enables AI assistants to search and retrieve content from WikiJS knowledge base…
|
C 64 5⁄5 | ||||||||
| 10959 |
Enables users to get current weather information for any city using the OpenWea…
|
C 64 5⁄5 | ||||||||
| 10960 |
Interact with Twitter search and timeline
|
C 64 5⁄5 | ||||||||
| 10961 |
Enables Claude to see and interact with any macOS application using natural lan…
|
C 64 5⁄4 | ||||||||
| 10962 |
An MCP server that enables image generation and editing using OpenAI's DALL-E m…
|
C 64 5⁄5 | ||||||||
| 10963 |
Enables language models to generate fun ASCII art featuring cows and other char…
|
C 64 6⁄6 | ||||||||
| 10964 |
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
|
C 64 5⁄5 | ||||||||
| 10965 |
Enables any MCP-compatible client to use existing Claude Code agents from .clau…
|
C 64 5⁄4 | ||||||||
| 10966 |
pubmed-mcp-server
Claim
Search PubMed for articles matching the query.
|
C 64 5⁄5 | ||||||||
| 10967 |
MCP service that provides real-time access to Binance cryptocurrency market dat…
|
C 64 5⁄5 | ||||||||
| 10968 |
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
|
C 64 5⁄5 | ||||||||
| 10969 |
A modern multi-platform hot news aggregation server based on FastMCP that suppo…
|
C 64 5⁄5 | ||||||||
| 10970 |
MCP-FEISHU
Claim
A microservice control plane server that fetches API information from Feishu Op…
|
C 64 5⁄5 | ||||||||
| 10971 |
A Model Context Protocol (MCP) server that provides tools to interact with Link…
|
C 64 5⁄4 | ||||||||
| 10972 |
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
|
C 64 5⁄5 | ||||||||
| 10973 |
An unofficial Model Context Protocol server that enables programmatic access to…
|
C 64 5⁄5 | ||||||||
| 10974 |
MCP Nexus
Claim
A unified search and extraction MCP server hosted on Cloudflare Workers that in…
|
C 64 5⁄5 | ||||||||
| 10975 |
MCP server for comprehensive market and financial news search with advanced fil…
|
C 64 5⁄5 | ||||||||
| 10976 |
Identifies resource-intensive processes on macOS and provides performance impro…
|
C 64 5⁄4 | ||||||||
| 10977 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 64 5⁄4 | ||||||||
| 10978 |
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
|
C 64 5⁄4 | ||||||||
| 10979 |
A starter project designed to quickly build and deploy Model Context Protocol (…
|
C 64 5⁄4 | ||||||||
| 10980 |
Enables users to generate images from text prompts using Replicate's model, wit…
|
C 64 5⁄5 | ||||||||
| 10981 |
Enables AI assistants to perform complex chemical engineering calculations incl…
|
C 64 5⁄5 | ||||||||
| 10982 |
A Model Context Protocol server that enables SQL queries and database explorati…
|
C 64 5⁄5 | ||||||||
| 10983 |
Where's My Train?
Claim
Provides real-time NYC subway information including train arrivals, station sea…
|
C 64 6⁄6 | ||||||||
| 10984 |
Enables Claude to query MySQL databases and access Google Workspace (Sheets, Fo…
|
C 64 5⁄5 | ||||||||
| 10985 |
universities
Claim
Universities MCP — Hipolabs Universities API (free, no auth)
|
C 64 5⁄5 | ||||||||
| 10986 |
Enables text-based control of Android devices through Claude Code using accessi…
|
C 64 5⁄4 | ||||||||
| 10987 |
A Model Context Protocol server that provides LLMs with access to Georgia Tech'…
|
C 64 5⁄5 | ||||||||
| 10988 |
Enables 3D visualization capabilities through PyVista integration, allowing use…
|
C 64 5⁄4 | ||||||||
| 10989 |
Enables users to get real-time weather alerts for US states and echo messages t…
|
C 64 5⁄5 | ||||||||
| 10990 |
ResearchTwin
Claim
Federated research discovery with S-Index metrics across a network of digital t…
|
C 64 6⁄4 | ||||||||
| 10991 |
MCP server that manages npm run dev processes, automatically detecting projects…
|
C 64 5⁄5 | ||||||||
| 10992 |
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
|
C 64 5⁄5 | ||||||||
| 10993 |
Enables AI models to retrieve user geolocation information using EdgeOne Pages …
|
C 64 5⁄5 | ||||||||
| 10994 |
Enables AI assistants to search and access Arknights game data including operat…
|
C 64 5⁄5 | ||||||||
| 10995 |
Submit podcast orders, check status, and manage webhooks via Barevalue editing …
|
C 64 6⁄4 | ||||||||
| 10996 |
Generates fixed-length test data records with customizable field types includin…
|
C 64 5⁄4 | ||||||||
| 10997 |
MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.
|
C 64 6⁄4 | ||||||||
| 10998 |
Enables users to get real-time UK bus departure information and validate bus st…
|
C 64 5⁄5 | ||||||||
| 10999 |
A lightweight server that enables AI clients to access and analyze real-time da…
|
C 64 5⁄4 | ||||||||
| 11000 |
Enables AI assistants to interact with Odoo data using natural language to sear…
|
C 64 5⁄5 | ||||||||