MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15951 |
Enables AI assistants to manage StashDog inventory through natural language com…
|
F 30 5⁄5 | ||||||||
| 15952 |
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
|
F 30 5⁄4 | ||||||||
| 15953 |
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through…
|
F 30 5⁄4 | ||||||||
| 15954 |
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…
|
F 30 6⁄6 | ||||||||
| 15955 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15956 |
A server implementing the Model Context Protocol that enables users to retrieve…
|
F 30 5⁄5 | ||||||||
| 15957 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 15958 |
Enables read and write interactions with 60+ blockchain networks through Claude…
|
F 30 5⁄5 | ||||||||
| 15959 |
Tracks and manages code changes from Git repositories, generates documentation …
|
F 30 5⁄5 | ||||||||
| 15960 |
|
F 30 5⁄4 | ||||||||
| 15961 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15962 |
Enables searching for files based on creation or modification timestamps within…
|
F 30 5⁄5 | ||||||||
| 15963 |
A Python Flask-based Model Context Protocol server that provides basic tools in…
|
F 30 5⁄5 | ||||||||
| 15964 |
Federal procurement intelligence toolkit that searches SAM.gov contract opportu…
|
F 30 5⁄5 | ||||||||
| 15965 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15966 |
A proof-of-concept Model Context Protocol server that enables LLM applications …
|
F 30 5⁄5 | ||||||||
| 15967 |
🧠 Production-ready MCP server providing intelligent memory for Claude Code with…
|
F 30 5⁄4 | ||||||||
| 15968 |
AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensio…
|
F 25 5⁄4 | ||||||||
| 15969 |
Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language que…
|
F 25 5⁄4 | ||||||||
| 15970 |
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
|
F 25 5⁄4 | ||||||||
| 15971 |
Base Network integration for onchain tools, allowing interaction with Base Netw…
|
F 25 5⁄5 | ||||||||
| 15972 |
An MCP server that enables AI assistants to create, update, and publish Datawra…
|
F 25 5⁄4 | ||||||||
| 15973 |
Enables users to create and interact with hand-drawn sketches and architecture …
|
F 25 6⁄6 | ||||||||
| 15974 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 15975 |
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
|
F 25 6⁄6 | ||||||||
| 15976 |
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
|
F 25 5⁄4 | ||||||||
| 15977 |
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It…
|
F 25 5⁄5 | ||||||||
| 15978 |
A server that integrates with Cursor IDE to provide code review functionality f…
|
F 25 5⁄4 | ||||||||
| 15979 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
F 25 5⁄4 | ||||||||
| 15980 |
Scores your prompts against your real codebase — context-aware prompt intellige…
|
F 25 5⁄4 | ||||||||
| 15981 |
|
F 25 5⁄4 | ||||||||
| 15982 |
An app intelligence query engine that enables analysis of over 1 billion review…
|
F 25 5⁄5 | ||||||||
| 15983 |
Provides access to Feishu (Lark) documents for AI-driven coding tools like Curs…
|
F 25 6⁄6 | ||||||||
| 15984 |
AI trend collect service
|
F 25 5⁄4 | ||||||||
| 15985 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 15986 |
An MCP server that provides CodeScene Code Health analysis tools.
|
F 25 5⁄4 | ||||||||
| 15987 |
Enables LLMs to interact with Sisense data models and create charts programmati…
|
F 25 6⁄6 | ||||||||
| 15988 |
A server that provides Luma AI's video generation API as the Model Context Prot…
|
F 25 5⁄5 | ||||||||
| 15989 |
A Model Context Protocol (MCP) server that converts natural language queries in…
|
F 25 5⁄5 | ||||||||
| 15990 |
A remote Model Context Protocol server that retrieves and cleans Microsoft Team…
|
F 25 5⁄5 | ||||||||
| 15991 |
League of Legends AI coaching: player profiles, match history, ranked stats & p…
|
F 25 6⁄6 | ||||||||
| 15992 |
Provides weather information from the National Weather Service API with full MC…
|
F 25 5⁄5 | ||||||||
| 15993 |
极客时间MCP新课已经上线！超2000同学一起开启MCP学习之旅！
|
F 25 5⁄4 | ||||||||
| 15994 |
A Model Context Protocol server that enables Claude to interact with Telegram c…
|
F 25 5⁄5 | ||||||||
| 15995 |
An MCP server for analyzing images using OpenRouter vision models, offering cap…
|
F 25 5⁄5 | ||||||||
| 15996 |
Automatically generates and updates CVs/resumes by aggregating data from git co…
|
F 25 5⁄4 | ||||||||
| 15997 |
This server acts as a Message Communication Protocol (MCP) service for integrat…
|
F 25 5⁄5 | ||||||||
| 15998 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 15999 |
VS Code extension that exposes diagnostic problems via Model Context Protocol (…
|
F 25 5⁄4 | ||||||||
| 16000 |
A server implementation that enables LLMs to interact with Ashby's Applicant Tr…
|
F 25 5⁄5 | ||||||||