MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1051 |
mcp-debug
Claim
Command-line tool for debugging MCP servers
|
B 81 5⁄4 | ||||||||
| 1052 |
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
|
B 81 5⁄5 | ||||||||
| 1053 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 1054 |
Record any browser page as GIF or video. AI-driven demo recording with scroll/c…
|
B 81 4⁄4 | ||||||||
| 1055 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1056 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1057 |
Paraguay legislation via MCP -- full-text search across statutes and provisions
|
B 81 6⁄6 | ||||||||
| 1058 |
Slovak legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1059 |
MCP server for Indian Railway data. Search trains, check seat availability, get…
|
B 81 6⁄6 | ||||||||
| 1060 |
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
|
B 81 5⁄5 | ||||||||
| 1061 |
|
B 81 6⁄4 | ||||||||
| 1062 |
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
|
B 81 5⁄5 | ||||||||
| 1063 |
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
|
B 81 6⁄6 | ||||||||
| 1064 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 1065 |
An intelligent memory MCP server that provides AI applications with semantic se…
|
B 81 5⁄5 | ||||||||
| 1066 |
SonicWall MCP Server
Claim
Enables intelligent analysis of SonicWall firewall logs through natural languag…
|
B 81 5⁄5 | ||||||||
| 1067 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 1068 |
MCP server for Jira integration with stdio transport. Enables reading, writing,…
|
B 81 5⁄5 | ||||||||
| 1069 |
Connects AI assistants to Tacit building digital twins to query buildings, equi…
|
B 81 5⁄4 | ||||||||
| 1070 |
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
|
B 81 5⁄5 | ||||||||
| 1071 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 1072 |
Real-time cost awareness for MCP agent workflows
|
B 81 4⁄4 | ||||||||
| 1073 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1074 |
MCP server for Blockscout
|
B 81 6⁄6 | ||||||||
| 1075 |
Australian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1076 |
Maltese legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1077 |
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
|
B 81 5⁄5 | ||||||||
| 1078 |
An MCP server that enables AI assistants to browse Storybook components, manage…
|
B 81 5⁄4 | ||||||||
| 1079 |
Enables AI assistants to interact with BigCommerce stores through comprehensive…
|
B 81 5⁄5 | ||||||||
| 1080 |
OpenBudget MCP Server
Claim
Provides access to Israel's OpenBudget API, enabling users to query and search …
|
B 81 6⁄6 | ||||||||
| 1081 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1082 |
Allows the AI to read from your local Apple Notes database (macOS only)
|
B 81 5⁄4 | ||||||||
| 1083 |
Enables the generation and iterative refinement of React UI components from nat…
|
B 81 5⁄5 | ||||||||
| 1084 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||
| 1085 |
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
|
B 81 5⁄4 | ||||||||
| 1086 |
Provides authoritative astronomical data including moon phases, solar eclipses,…
|
B 81 6⁄6 | ||||||||
| 1087 |
iOS code quality analysis and test automation server. Provides comprehensive Xc…
|
B 81 5⁄4 | ||||||||
| 1088 |
Model Context Protocol (MCP) server for DeployHQ API integration
|
B 81 5⁄4 | ||||||||
| 1089 |
Node.js-based MySQL database integration that provides secure MySQL database op…
|
B 81 5⁄4 | ||||||||
| 1090 |
Enables local network discovery and security scanning to identify connected dev…
|
B 81 5⁄5 | ||||||||
| 1091 |
Provides real-time Dutch railway (NS) travel information including train schedu…
|
B 81 5⁄5 | ||||||||
| 1092 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 1093 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1094 |
Saudi legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1095 |
Regression testing for MCP servers. Checks capabilities, invokes tools, detects…
|
B 81 4⁄4 | ||||||||
| 1096 |
context7-http
Claim
Context7 MCP Server (with HTTP SSE and Streamable)
|
B 81 5⁄4 | ||||||||
| 1097 |
Enables AI assistants to write .env files with secrets stored locally, allowing…
|
B 81 5⁄4 | ||||||||
| 1098 |
Create, read, validate, and save Stella system dynamics models (.stmx files in …
|
B 81 5⁄4 | ||||||||
| 1099 |
Luno MCP Server
Claim
Luno MCP Server
|
B 81 5⁄5 | ||||||||
| 1100 |
IBM Z mainframe MCP server - Key Protect HSM & z/OS
|
B 81 5⁄4 | ||||||||