MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1501 |
A simple Model Context Protocol server that generates timestamp-based UUIDs (v7…
|
B 79 5⁄5 | ||||||||
| 1502 |
Express REST API and MCP Server Framework is a comprehensive development framew…
|
B 79 5⁄4 | ||||||||
| 1503 |
A universal AI assistant MCP server that transforms Claude into a multi-talente…
|
B 79 5⁄5 | ||||||||
| 1504 |
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
|
B 79 6⁄6 | ||||||||
| 1505 |
mcp-debug
Claim
Debug and develop MCP servers with hot-swapping, session recording, and playbac…
|
B 79 5⁄4 | ||||||||
| 1506 |
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
|
B 79 5⁄5 | ||||||||
| 1507 |
Complete product and pricing data solution for AI assistants. Search for produc…
|
B 79 5⁄5 | ||||||||
| 1508 |
Connects AI agents to Conduit data streams for ingesting events, querying data,…
|
B 79 5⁄4 | ||||||||
| 1509 |
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
|
B 79 5⁄5 | ||||||||
| 1510 |
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
|
B 79 5⁄5 | ||||||||
| 1511 |
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
B 79 5⁄5 | ||||||||
| 1512 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1513 |
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
|
B 79 5⁄5 | ||||||||
| 1514 |
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
|
B 79 5⁄4 | ||||||||
| 1515 |
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
|
B 79 5⁄5 | ||||||||
| 1516 |
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
|
B 79 6⁄4 | ||||||||
| 1517 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1518 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1519 |
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
|
B 79 5⁄4 | ||||||||
| 1520 |
MCP server with local vector search for your codebase. Smart indexing, semantic…
|
B 79 5⁄4 | ||||||||
| 1521 |
Integrates Agent Skills into LLMs by discovering skills in a configured directo…
|
B 79 5⁄4 | ||||||||
| 1522 |
A unified MCP server for AWS that enables natural language infrastructure manag…
|
B 79 5⁄5 | ||||||||
| 1523 |
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
B 79 5⁄4 | ||||||||
| 1524 |
Enables LLM control of Moku devices through network discovery, connection manag…
|
B 79 5⁄4 | ||||||||
| 1525 |
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
|
B 79 5⁄4 | ||||||||
| 1526 |
Provides global geocoding capabilities to convert city names and addresses into…
|
B 79 5⁄5 | ||||||||
| 1527 |
SOLx402 MCP Server
Claim
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
|
B 79 5⁄5 | ||||||||
| 1528 |
A Model Context Protocol server that enables secure interaction with Microsoft …
|
B 79 5⁄5 | ||||||||
| 1529 |
Multi-agent MCP server for task coordination
|
B 79 5⁄5 | ||||||||
| 1530 |
MCP server for OpenCage geocoding API
|
B 79 5⁄4 | ||||||||
| 1531 |
Code Intelligence Platform for AI Coding Agents
|
B 79 4⁄4 | ||||||||
| 1532 |
Enables natural language access to blockchain data and insights through the Sei…
|
B 79 5⁄5 | ||||||||
| 1533 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1534 |
Enables AI assistants to interact with Zoho Projects for managing projects, tas…
|
B 79 5⁄5 | ||||||||
| 1535 |
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
|
B 79 5⁄5 | ||||||||
| 1536 |
A server that allows AI agents to interact with the Tally API to access DAO gov…
|
B 79 5⁄5 | ||||||||
| 1537 |
An intelligent MCP server that helps development teams maintain high-quality pr…
|
B 79 5⁄5 | ||||||||
| 1538 |
Provides access to real-time data from the French Basketball Federation (FFBB),…
|
B 79 6⁄6 | ||||||||
| 1539 |
Portable , scalable , secure AI Agents
|
B 79 5⁄4 | ||||||||
| 1540 |
Collects and aggregates developer activity data from GitLab, GitHub, Google Cal…
|
B 79 5⁄5 | ||||||||
| 1541 |
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
B 79 5⁄5 | ||||||||
| 1542 |
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
|
B 79 5⁄5 | ||||||||
| 1543 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1544 |
A server that enables interaction with Home Assistant devices and automations t…
|
B 79 5⁄5 | ||||||||
| 1545 |
Enables AI assistants to perform authorized security testing and penetration te…
|
B 79 5⁄4 | ||||||||
| 1546 |
Provides AI assistants with a standardized interface to interact with the Todo …
|
B 79 5⁄5 | ||||||||
| 1547 |
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
|
B 79 5⁄5 | ||||||||
| 1548 |
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
|
B 79 5⁄5 | ||||||||
| 1549 |
ZIM RAG MCP Server
Claim
Enables interaction with .zim archives by providing tools for article search, c…
|
B 79 4⁄4 | ||||||||
| 1550 |
MCP (Model Context Protocol) server for Appwrite
|
B 79 5⁄4 | ||||||||