MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7951 |
A knowledge-graph-based memory system for AI agents that enables persistent inf…
|
C 69 5⁄4 | ||||||||
| 7952 |
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
|
C 69 5⁄5 | ||||||||
| 7953 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 7954 |
An enterprise-grade Model Context Protocol server that provides comprehensive G…
|
C 69 5⁄5 | ||||||||
| 7955 |
Geospatial MCP Server
Claim
Enables advanced geospatial analysis including elevation queries, line-of-sight…
|
C 69 5⁄5 | ||||||||
| 7956 |
A Model Context Protocol server that connects to AppSignal, allowing users to f…
|
C 69 5⁄5 | ||||||||
| 7957 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
|
C 69 6⁄4 | ||||||||
| 7958 |
MCP Template
Claim
A generic template for developing MCP servers with basic examples including ech…
|
C 69 5⁄4 | ||||||||
| 7959 |
MCP server for controlling Dyson air purifiers and fans
|
C 69 5⁄4 | ||||||||
| 7960 |
81 chemistry tools — literature, calculations, retrosynthesis
|
C 69 5⁄5 | ||||||||
| 7961 |
Provides image compliance checking, recipe lookup, file operations (read/write/…
|
C 69 5⁄5 | ||||||||
| 7962 |
Bar Assistant MCP Server
Claim
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
|
C 69 5⁄5 | ||||||||
| 7963 |
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
|
C 69 5⁄5 | ||||||||
| 7964 |
hello-world-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 7965 |
MCP-PDF2MD
Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
|
C 69 5⁄5 | ||||||||
| 7966 |
Compose and send emails directly from your LLM applications without the hassle …
|
C 69 5⁄4 | ||||||||
| 7967 |
A secure server that implements the Model Context Protocol (MCP) to enable cont…
|
C 69 5⁄5 | ||||||||
| 7968 |
Enables interaction with Oracle databases through MCP by executing SELECT queri…
|
C 69 5⁄5 | ||||||||
| 7969 |
Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibil…
|
C 69 5⁄5 | ||||||||
| 7970 |
An MCP server that enables LLM applications to control web browsers via Browser…
|
C 69 5⁄4 | ||||||||
| 7971 |
Enables interaction with CTFd platforms for Capture The Flag competitions, allo…
|
C 69 5⁄5 | ||||||||
| 7972 |
A modern MCP server that provides fast, structured access to Microsoft Flight S…
|
C 69 5⁄5 | ||||||||
| 7973 |
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
|
C 69 6⁄4 | ||||||||
| 7974 |
Provides tools for AI-powered graph analysis, including relationship extraction…
|
C 69 5⁄5 | ||||||||
| 7975 |
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
|
C 69 5⁄5 | ||||||||
| 7976 |
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
|
C 69 5⁄5 | ||||||||
| 7977 |
DFlow MCP Server
Claim
Provides access to Kalshi prediction market data with 23 tools for querying eve…
|
C 69 5⁄5 | ||||||||
| 7978 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||
| 7979 |
Enables interaction with FogBugz issue tracking system through its XML API, all…
|
C 69 5⁄5 | ||||||||
| 7980 |
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
|
C 69 5⁄5 | ||||||||
| 7981 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 7982 |
Enables direct integration with YApi API documentation platform in MCP-compatib…
|
C 69 5⁄5 | ||||||||
| 7983 |
Instagram MCP server for analytics and insights. Get account overviews, posts, …
|
C 69 5⁄4 | ||||||||
| 7984 |
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
|
C 69 5⁄5 | ||||||||
| 7985 |
Provides access to Oura Ring health data, including sleep, activity, readiness,…
|
C 69 5⁄4 | ||||||||
| 7986 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
|
C 69 5⁄4 | ||||||||
| 7987 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 7988 |
Provides real-time stock data analysis, portfolio management, technical analysi…
|
C 69 5⁄5 | ||||||||
| 7989 |
Enables read-only Linux system diagnostics and troubleshooting on RHEL-based sy…
|
C 69 5⁄5 | ||||||||
| 7990 |
Enables users to connect and run Stack AI workflows directly through MCP-compat…
|
C 69 5⁄5 | ||||||||
| 7991 |
Enables AI agents to build React applications using JP Morgan Chase's Salt Desi…
|
C 69 5⁄4 | ||||||||
| 7992 |
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
C 69 5⁄4 | ||||||||
| 7993 |
A smart news search server that automatically switches between multiple news AP…
|
C 69 5⁄5 | ||||||||
| 7994 |
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
C 69 5⁄5 | ||||||||
| 7995 |
A Model Context Protocol server that provides web and image search capabilities…
|
C 69 5⁄5 | ||||||||
| 7996 |
A multi-role AI discussion system that enables users to manage diverse AI perso…
|
C 69 5⁄5 | ||||||||
| 7997 |
Provides real-time and historical cryptocurrency market data from 100+ exchange…
|
C 69 5⁄5 | ||||||||
| 7998 |
Enables Cursor AI to interact with Figma designs, allowing users to read design…
|
C 69 5⁄5 | ||||||||
| 7999 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8000 |
Enables users to search and retrieve detailed pharmaceutical drug information f…
|
C 69 5⁄5 | ||||||||