MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1001 |
Git-native project memory for AI assistants with enterprise-grade audit complia…
|
B 81 5⁄4 | ||||||||
| 1002 |
web2mcp
Claim
Generate an MCP for any web app
|
B 81 5⁄4 | ||||||||
| 1003 |
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
|
B 81 5⁄5 | ||||||||
| 1004 |
context7-http
Claim
Context7 MCP Server (with HTTP SSE and Streamable)
|
B 81 5⁄4 | ||||||||
| 1005 |
Zimbabwe legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1006 |
Provides tools for analyzing project structures, searching through codebases, m…
|
B 81 5⁄4 | ||||||||
| 1007 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 1008 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1009 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 1010 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 1011 |
Enables searching and tracking Indian Railways trains, checking seat availabili…
|
B 81 6⁄6 | ||||||||
| 1012 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 1013 |
Enables AI assistants to view and analyze screenshots from React Native/Expo ap…
|
B 81 5⁄4 | ||||||||
| 1014 |
French public services: tax, property, admin, education, healthcare, security, …
|
B 81 6⁄6 | ||||||||
| 1015 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 1016 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 1017 |
阿里云容器服务MCP Server,将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集,支持通过自然语言与AI助手交…
|
B 81 5⁄4 | ||||||||
| 1018 |
Real-time cost awareness for MCP agent workflows
|
B 81 4⁄4 | ||||||||
| 1019 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1020 |
GitHub Trending Service
Claim
Provides access to GitHub trending projects through MCP, allowing AI assistants…
|
B 81 6⁄6 | ||||||||
| 1021 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 1022 |
Enables users to track daily calorie consumption by logging meals through natur…
|
B 81 5⁄5 | ||||||||
| 1023 |
Connects AI assistants to Tacit building digital twins to query buildings, equi…
|
B 81 5⁄4 | ||||||||
| 1024 |
This is a TypeScript-based MCP server that provides database interaction capabi…
|
B 81 5⁄4 | ||||||||
| 1025 |
Australian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1026 |
TypeScript MCP server for AI-powered containerization workflows with Docker and…
|
B 81 5⁄4 | ||||||||
| 1027 |
copilot-memory-store
Claim
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
|
B 81 5⁄4 | ||||||||
| 1028 |
A lightweight MCP server that connects AI agents to a local Zotero library for …
|
B 81 5⁄5 | ||||||||
| 1029 |
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
|
B 81 5⁄5 | ||||||||
| 1030 |
Filters and blocks specific tools from upstream MCP servers using regex pattern…
|
B 81 5⁄5 | ||||||||
| 1031 |
Maltese legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1032 |
Enables the generation and iterative refinement of React UI components from nat…
|
B 81 5⁄5 | ||||||||
| 1033 |
A semantic browser runtime for AI agents that replaces raw HTML with structured…
|
B 81 5⁄4 | ||||||||
| 1034 |
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
|
B 81 5⁄5 | ||||||||
| 1035 |
Academic paper search across 11 sources with AI curation, ranked push, Zotero a…
|
B 81 5⁄5 | ||||||||
| 1036 |
Bulgarian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1037 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 1038 |
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
|
B 81 5⁄4 | ||||||||
| 1039 |
Codebase observatory with 56+ scanners for git health, architecture, and docume…
|
B 81 5⁄4 | ||||||||
| 1040 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1041 |
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
|
B 81 4⁄4 | ||||||||
| 1042 |
📜 An MCP server for conversation history search and retrieval in Claude Code
|
B 81 5⁄5 | ||||||||
| 1043 |
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
|
B 81 5⁄5 | ||||||||
| 1044 |
An MCP server that provides LLMs access to other LLMs
|
B 81 5⁄4 | ||||||||
| 1045 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 1046 |
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
|
B 81 5⁄4 | ||||||||
| 1047 |
Enables AI-powered network engineering by providing natural language control ov…
|
B 81 5⁄5 | ||||||||
| 1048 |
Bidirectional MCP integration that allows Strands agents to both expose themsel…
|
B 81 5⁄5 | ||||||||
| 1049 |
MCP server for Blockscout
|
B 81 6⁄6 | ||||||||
| 1050 |
Enables local LLMs to search the web and fetch clean content from URLs without …
|
B 81 5⁄4 | ||||||||