MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8001 |
A Model Context Protocol server that provides AI assistants like Claude with se…
|
C 69 5⁄4 | ||||||||
| 8002 |
Provides access to Oura Ring health data, including sleep, activity, readiness,…
|
C 69 5⁄4 | ||||||||
| 8003 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8004 |
my-mcp-server
Claim
A simple Node.js MCP server that exposes three tools: greet for personalized me…
|
C 69 5⁄4 | ||||||||
| 8005 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8006 |
Provides real-time stock data analysis, portfolio management, technical analysi…
|
C 69 5⁄5 | ||||||||
| 8007 |
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
|
C 69 5⁄5 | ||||||||
| 8008 |
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
|
C 69 5⁄4 | ||||||||
| 8009 |
Enables read-only Linux system diagnostics and troubleshooting on RHEL-based sy…
|
C 69 5⁄5 | ||||||||
| 8010 |
A Model Context Protocol server that provides web and image search capabilities…
|
C 69 5⁄5 | ||||||||
| 8011 |
A Model Context Protocol server that enables AI assistants to interact with Ama…
|
C 69 5⁄5 | ||||||||
| 8012 |
Provides FastMCP-based servers with various tools for AI assistants including m…
|
C 69 5⁄5 | ||||||||
| 8013 |
Infer MCP Server
Claim
Enables remote command execution via SSH and database queries through PostgreSQ…
|
C 69 5⁄5 | ||||||||
| 8014 |
A server implementation of the Model Context Protocol (MCP) for managing develo…
|
C 69 5⁄4 | ||||||||
| 8015 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8016 |
JumpCloud MCP Server
Claim
Enables natural language interaction with JumpCloud environments to query users…
|
C 69 5⁄5 | ||||||||
| 8017 |
Enables fetching data from web URLs with automatic X402 payment handling using …
|
C 69 5⁄5 | ||||||||
| 8018 |
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, …
|
C 69 5⁄4 | ||||||||
| 8019 |
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) J…
|
C 69 5⁄5 | ||||||||
| 8020 |
Execute SQL Query on InterSystems IRIS
Do some monitoring and manipulations wit…
|
C 69 5⁄5 | ||||||||
| 8021 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8022 |
Enables integration with the Ninetn AI-powered memo application to create, sear…
|
C 69 5⁄5 | ||||||||
| 8023 |
Task management protocol for solo developers and AI coding agents with 2-gatewa…
|
C 69 5⁄4 | ||||||||
| 8024 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 8025 |
Enables retrieval of weather information for major cities across Japan using th…
|
C 69 5⁄5 | ||||||||
| 8026 |
A Model Context Protocol server that enables Claude Code to directly interact w…
|
C 69 5⁄5 | ||||||||
| 8027 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 8028 |
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
|
C 69 5⁄5 | ||||||||
| 8029 |
Enables AI-powered audio processing including stem separation, vocal extraction…
|
C 69 5⁄4 | ||||||||
| 8030 |
Check and improve the contract quality of any MCP server — for humans, agents, …
|
C 69 5⁄4 | ||||||||
| 8031 |
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
C 69 5⁄5 | ||||||||
| 8032 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8033 |
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
|
C 69 5⁄5 | ||||||||
| 8034 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||
| 8035 |
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
|
C 69 5⁄5 | ||||||||
| 8036 |
Enables comprehensive content analysis through web scraping, document processin…
|
C 69 5⁄5 | ||||||||
| 8037 |
Enables control and manipulation of Resonite VR worlds through the ResoniteLink…
|
C 69 5⁄4 | ||||||||
| 8038 |
A Model Context Protocol server that connects to MySQL databases, allowing exec…
|
C 69 5⁄4 | ||||||||
| 8039 |
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
|
C 69 5⁄5 | ||||||||
| 8040 |
gmail-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8041 |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
|
C 69 5⁄5 | ||||||||
| 8042 |
MantisBT MCP Server
Claim
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
|
C 69 5⁄5 | ||||||||
| 8043 |
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
|
C 69 5⁄5 | ||||||||
| 8044 |
Control and monitor Weishaupt heating systems via the WEM Portal
|
C 69 5⁄5 | ||||||||
| 8045 |
A Model Context Protocol (MCP) server for querying NIST National Vulnerability …
|
C 69 5⁄5 | ||||||||
| 8046 |
linear-test-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8047 |
Provides comprehensive word definitions, pronunciations, meanings, and examples…
|
C 69 5⁄5 | ||||||||
| 8048 |
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
|
C 69 5⁄4 | ||||||||
| 8049 |
Enables IOTA group lookup, island search, DXCC mapping, nearby groups, and prog…
|
C 69 5⁄4 | ||||||||
| 8050 |
A server that enables remote command execution over SSH through the Model Conte…
|
C 69 5⁄5 | ||||||||