MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1451 |
Query Prometheus from CLI or any MCP client, with retries, caching, and an opti…
|
B 80 5⁄4 | ||||||||
| 1452 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1453 |
context-engineering
Claim
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
|
B 80 5⁄4 | ||||||||
| 1454 |
Provides intelligent semantic code search using local AI embeddings, enabling n…
|
B 80 5⁄5 | ||||||||
| 1455 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1456 |
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
|
B 80 5⁄4 | ||||||||
| 1457 |
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
|
B 80 6⁄6 | ||||||||
| 1458 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1459 |
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
|
B 80 5⁄4 | ||||||||
| 1460 |
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
|
B 80 5⁄4 | ||||||||
| 1461 |
Transforms AI assistants into mobile development powerhouses with 36 tools for …
|
B 80 5⁄5 | ||||||||
| 1462 |
Enables AI assistants to interact with Obsidian vaults via direct filesystem ac…
|
B 80 5⁄4 | ||||||||
| 1463 |
Provides AI assistants with enhanced reasoning capabilities through structured …
|
B 80 5⁄4 | ||||||||
| 1464 |
Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP,…
|
B 80 5⁄5 | ||||||||
| 1465 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1466 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1467 |
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
|
B 80 5⁄4 | ||||||||
| 1468 |
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
|
B 80 5⁄5 | ||||||||
| 1469 |
WhatsApp Web MCP Server
|
B 80 5⁄4 | ||||||||
| 1470 |
Enables AI assistants to verify, scan, and check on-chain security certificatio…
|
B 80 5⁄5 | ||||||||
| 1471 |
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
|
B 80 4⁄4 | ||||||||
| 1472 |
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
|
B 80 5⁄4 | ||||||||
| 1473 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1474 |
Secure MCP server for Request Tracker (RT) ticket management
|
B 80 5⁄5 | ||||||||
| 1475 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1476 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1477 |
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
|
B 79 5⁄4 | ||||||||
| 1478 |
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
|
B 79 5⁄5 | ||||||||
| 1479 |
A Model Context Protocol server that extracts embedded data (such as i18n trans…
|
B 79 5⁄5 | ||||||||
| 1480 |
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
B 79 5⁄5 | ||||||||
| 1481 |
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
|
B 79 5⁄5 | ||||||||
| 1482 |
Connects Claude Desktop to Foundry VTT for AI-powered campaign management, enab…
|
B 79 5⁄4 | ||||||||
| 1483 |
Enables AI assistants to process documents, images, audio, and video via MCP pr…
|
B 79 5⁄4 | ||||||||
| 1484 |
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
|
B 79 5⁄4 | ||||||||
| 1485 |
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
|
B 79 5⁄5 | ||||||||
| 1486 |
An MCP server that enables AI assistants to manage network infrastructure throu…
|
B 79 5⁄5 | ||||||||
| 1487 |
apollo-proxy
Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
|
B 79 5⁄4 | ||||||||
| 1488 |
Provides access to Ambivo API endpoints for natural language querying of entity…
|
B 79 5⁄5 | ||||||||
| 1489 |
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
|
B 79 5⁄5 | ||||||||
| 1490 |
Enables Claude to interact with physical iOS devices running Expo development b…
|
B 79 5⁄5 | ||||||||
| 1491 |
Task Orchestration
Claim
Task Orchestration
|
B 79 5⁄4 | ||||||||
| 1492 |
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
|
B 79 5⁄5 | ||||||||
| 1493 |
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
|
B 79 5⁄5 | ||||||||
| 1494 |
A server facilitating web search functionality by utilizing Perplexity AI's API…
|
B 79 5⁄5 | ||||||||
| 1495 |
Enables AI assistants to validate LPC code and examine compiled bytecode using …
|
B 79 5⁄4 | ||||||||
| 1496 |
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
|
B 79 5⁄5 | ||||||||
| 1497 |
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
|
B 79 5⁄4 | ||||||||
| 1498 |
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Go…
|
B 79 5⁄5 | ||||||||
| 1499 |
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
|
B 79 5⁄5 | ||||||||
| 1500 |
Integrates Tududi task management with AI development tools, enabling users to …
|
B 79 5⁄5 | ||||||||