MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 951 |
Enables AI assistants to automate mobile app testing and development for iOS an…
|
B 82 5⁄4 | ||||||||
| 952 |
Provides Swiss Aare river swimming data including water temperature, flow rates…
|
B 82 6⁄6 | ||||||||
| 953 |
An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using…
|
B 82 4⁄4 | ||||||||
| 954 |
Uganda legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 955 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 956 |
A public, stateless MCP server designed to demonstrate recording, replaying, an…
|
B 82 6⁄6 | ||||||||
| 957 |
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
|
B 82 6⁄6 | ||||||||
| 958 |
Connect AI assistants to Outline for document search, reading, and management
|
B 82 5⁄5 | ||||||||
| 959 |
Enables creation and management of Marp presentation projects with academic the…
|
B 82 5⁄5 | ||||||||
| 960 |
go-mcp
Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
|
B 82 5⁄4 | ||||||||
| 961 |
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
B 82 5⁄5 | ||||||||
| 962 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
B 82 5⁄5 | ||||||||
| 963 |
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
|
B 82 5⁄5 | ||||||||
| 964 |
An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Exce…
|
B 82 5⁄5 | ||||||||
| 965 |
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
|
B 82 6⁄6 | ||||||||
| 966 |
MercadoLibre marketplace integration for AI agents. Search products, get item d…
|
B 82 5⁄5 | ||||||||
| 967 |
A persistent memory server that stores and retrieves atomic coding insights lik…
|
B 82 5⁄5 | ||||||||
| 968 |
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
|
B 82 5⁄4 | ||||||||
| 969 |
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
|
B 82 5⁄4 | ||||||||
| 970 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 971 |
Read, create, and edit files.
|
B 82 5⁄4 | ||||||||
| 972 |
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
|
B 82 5⁄5 | ||||||||
| 973 |
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
|
B 82 5⁄5 | ||||||||
| 974 |
OT security standards: IEC 62443, NIST 800-82/53, MITRE ATT&CK for ICS
|
B 82 5⁄4 | ||||||||
| 975 |
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
|
B 82 5⁄5 | ||||||||
| 976 |
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
|
B 82 5⁄4 | ||||||||
| 977 |
Pepper
Claim
iOS dynamic library MCP for agents
|
B 82 4⁄4 | ||||||||
| 978 |
The first multi-agent framework that works with your existing AI subscription —…
|
B 82 4⁄4 | ||||||||
| 979 |
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write,…
|
B 82 5⁄4 | ||||||||
| 980 |
AgentBroker MCP Server
Claim
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
|
B 82 6⁄6 | ||||||||
| 981 |
SmartThings MCP
Claim
Control SmartThings devices and scenes across your locations. Get live status a…
|
B 82 5⁄4 | ||||||||
| 982 |
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
|
B 82 5⁄5 | ||||||||
| 983 |
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
|
B 82 5⁄4 | ||||||||
| 984 |
A management tool for Claude Code that optimizes performance by recommending an…
|
B 82 4⁄4 | ||||||||
| 985 |
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
|
B 82 5⁄4 | ||||||||
| 986 |
overcome-stress
Claim
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
|
B 82 6⁄6 | ||||||||
| 987 |
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
|
B 82 5⁄5 | ||||||||
| 988 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
B 82 6⁄4 | ||||||||
| 989 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 990 |
A smart MCP server for AniList that gets your anime/manga taste - not just API …
|
B 82 5⁄5 | ||||||||
| 991 |
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
B 82 5⁄4 | ||||||||
| 992 |
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
|
B 82 5⁄4 | ||||||||
| 993 |
Enables AI assistants to manage Apple Reminders on macOS using natural language…
|
B 82 5⁄4 | ||||||||
| 994 |
Vehicle listings, market analysis, VIN decoding, recalls, and EV charging data
|
B 81 6⁄6 | ||||||||
| 995 |
Enables AI agents to interact with macOS applications (Finder, Mail, Contacts, …
|
B 81 5⁄5 | ||||||||
| 996 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
B 81 5⁄5 | ||||||||
| 997 |
台灣證交所OpenAPI 的 MCP Server
|
B 81 6⁄6 | ||||||||
| 998 |
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
|
B 81 5⁄5 | ||||||||
| 999 |
Enables users to search and fetch Google's Gemini API documentation directly wi…
|
B 81 5⁄5 | ||||||||
| 1000 |
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
|
B 81 5⁄5 | ||||||||