MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19901 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19902 |
Provides a suite of tools like agent orchestration and token optimization for C…
|
B 78 4⁄4 | ||||||||
| 19903 |
A local-first MCP memory server that gives AI coding agents persistent memory w…
|
B 78 3⁄3 | ||||||||
| 19904 |
MCP server for Google Tag Manager API v2, enabling programmatic management of a…
|
B 78 4⁄3 | ||||||||
| 19905 |
Add authentication to your app without leaving your IDE. Creates projects, conf…
|
B 78 3⁄3 | ||||||||
| 19906 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19907 |
Tool suite built around an MCP server for Android automation for developer work…
|
B 78 4⁄3 | ||||||||
| 19908 |
Product search, price comparison, and affiliate-ready shopping across Singapore…
|
B 78 3⁄3 | ||||||||
| 19909 |
Provides Japanese UX conventions as an MCP server to help AI generate correct J…
|
B 78 3⁄3 | ||||||||
| 19910 |
Provides programmatic access to the Binance.US cryptocurrency exchange, enablin…
|
B 78 4⁄4 | ||||||||
| 19911 |
A simple, secure MCP-to-OpenAPI proxy server
|
B 78 4⁄3 | ||||||||
| 19912 |
MCP server for Google Sheets API integration with comprehensive reading, writin…
|
B 78 4⁄4 | ||||||||
| 19913 |
Database management — connect, query, describe schemas, run migrations, and mon…
|
B 78 3⁄3 | ||||||||
| 19914 |
A local policy wrapper for Supabase MCP that secures access tokens and enforces…
|
B 78 3⁄3 | ||||||||
| 19915 |
Transforms Kindle highlight exports into structured personal memory summaries s…
|
B 78 3⁄3 | ||||||||
| 19916 |
auxiliar-mcp
Claim
solve_task: ranked OCR/PDF/NFS-e tools. recommend_service: 77 cloud services, C…
|
B 78 3⁄3 | ||||||||
| 19917 |
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
|
B 78 3⁄3 | ||||||||
| 19918 |
vsync
Claim
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCod…
|
B 78 4⁄3 | ||||||||
| 19919 |
Enables Claude to create, edit, run, and manage reusable skills stored locally,…
|
B 78 4⁄3 | ||||||||
| 19920 |
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search…
|
B 78 4⁄3 | ||||||||
| 19921 |
Provides access to real-time and historical flight data from Flightradar24 API,…
|
B 78 4⁄4 | ||||||||
| 19922 |
Browsershot MCP
Claim
Enables Claude Code to capture and analyze web page screenshots, responsive lay…
|
B 78 3⁄3 | ||||||||
| 19923 |
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, …
|
B 78 3⁄3 | ||||||||
| 19924 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19925 |
MCP server that enables Claude Code to interact with a personal Telegram accoun…
|
B 78 3⁄3 | ||||||||
| 19926 |
Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.
|
B 78 3⁄3 | ||||||||
| 19927 |
Dynamic context loading for AI assistants with TDD workflow and AST analysis
|
B 78 3⁄3 | ||||||||
| 19928 |
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
|
B 78 4⁄3 | ||||||||
| 19929 |
An open-source MCP server that wraps the Shopline Open API into 143 AI-callable…
|
B 78 3⁄3 | ||||||||
| 19930 |
template-repo
Claim
Agent orchestration & security template featuring MCP tool building, agent2agen…
|
B 78 4⁄3 | ||||||||
| 19931 |
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
|
B 78 4⁄3 | ||||||||
| 19932 |
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
|
B 78 4⁄3 | ||||||||
| 19933 |
Provides access to the Unsplash API, enabling AI assistants to search and retri…
|
B 78 4⁄4 | ||||||||
| 19934 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 19935 |
sint-protocol
Claim
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
|
B 78 3⁄3 | ||||||||
| 19936 |
Headless Eclipse MAT MCP server for Java heap dump analysis
|
B 78 3⁄3 | ||||||||
| 19937 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19938 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19939 |
Network diagnostics tool for AI agents that provides DNS lookup, IP geolocation…
|
B 78 3⁄3 | ||||||||
| 19940 |
|
B 78 4⁄3 | ||||||||
| 19941 |
Provides AI agents with persistent, searchable memory using a knowledge graph s…
|
B 78 4⁄4 | ||||||||
| 19942 |
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
|
B 78 3⁄3 | ||||||||
| 19943 |
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
|
B 78 3⁄3 | ||||||||
| 19944 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 19945 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19946 |
okx-trade-mcp
Claim
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
|
B 78 4⁄3 | ||||||||
| 19947 |
Exposes various cryptographic operations including key generation, symmetric/as…
|
B 78 3⁄3 | ||||||||
| 19948 |
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart acc…
|
B 78 4⁄4 | ||||||||
| 19949 |
MCP server for GitScrum — manage tasks, sprints, time tracking, and client work…
|
B 78 4⁄3 | ||||||||
| 19950 |
MCP server that exposes RS485 bus connectivity, enabling AI assistants to read …
|
B 78 3⁄3 | ||||||||