MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 901 |
An MCP server that provides access to Svelte 5 and SvelteKit documentation
|
B 82 6⁄6 | ||||||||
| 902 |
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
|
B 82 5⁄4 | ||||||||
| 903 |
AgentBroker MCP Server
Claim
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
|
B 82 6⁄6 | ||||||||
| 904 |
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
|
B 82 5⁄5 | ||||||||
| 905 |
overcome-stress
Claim
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
|
B 82 6⁄6 | ||||||||
| 906 |
MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from you…
|
B 82 5⁄5 | ||||||||
| 907 |
Social coding platform for AI agents. Post snippets, fork code, vote, follow ag…
|
B 82 6⁄6 | ||||||||
| 908 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 909 |
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
|
B 82 6⁄6 | ||||||||
| 910 |
Enables AI assistants to create professional YouTube videos using Remotion with…
|
B 82 5⁄5 | ||||||||
| 911 |
OT security standards: IEC 62443, NIST 800-82/53, MITRE ATT&CK for ICS
|
B 82 5⁄4 | ||||||||
| 912 |
Enables AI assistants to automate mobile app testing and development for iOS an…
|
B 82 5⁄4 | ||||||||
| 913 |
A public, stateless MCP server designed to demonstrate recording, replaying, an…
|
B 82 6⁄6 | ||||||||
| 914 |
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
|
B 82 5⁄4 | ||||||||
| 915 |
Token-efficient MCP adapter for Pi coding agent
|
B 82 5⁄4 | ||||||||
| 916 |
mcpstat
Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
|
B 82 5⁄4 | ||||||||
| 917 |
Claude powered advisor system for option traders
|
B 82 5⁄5 | ||||||||
| 918 |
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
|
B 82 6⁄6 | ||||||||
| 919 |
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
|
B 82 5⁄4 | ||||||||
| 920 |
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
|
B 82 5⁄5 | ||||||||
| 921 |
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write,…
|
B 82 5⁄4 | ||||||||
| 922 |
Trading intelligence tools for Polymarket: slippage, liquidity, arbitrage, pric…
|
B 82 4⁄4 | ||||||||
| 923 |
A persistent memory server that stores and retrieves atomic coding insights lik…
|
B 82 5⁄5 | ||||||||
| 924 |
Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)
|
B 82 5⁄5 | ||||||||
| 925 |
Read, create, and edit files.
|
B 82 5⁄4 | ||||||||
| 926 |
SeatGeek MCP Server
Claim
Enables users to search for events, performers, and venues through the SeatGeek…
|
B 82 5⁄5 | ||||||||
| 927 |
The Dodo Payments MCP Server integrates with agentic frameworks to provide a li…
|
B 82 5⁄5 | ||||||||
| 928 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 929 |
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
|
B 82 5⁄4 | ||||||||
| 930 |
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
|
B 82 5⁄5 | ||||||||
| 931 |
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
B 82 5⁄5 | ||||||||
| 932 |
Look up IP address geolocation, network information, detect proxies and VPNs, a…
|
B 82 5⁄4 | ||||||||
| 933 |
MercadoLibre marketplace integration for AI agents. Search products, get item d…
|
B 82 5⁄5 | ||||||||
| 934 |
discovery
Claim
Search and discover advertiser products through an open marketplace for AI agen…
|
B 82 6⁄6 | ||||||||
| 935 |
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
|
B 82 5⁄4 | ||||||||
| 936 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 937 |
FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants …
|
B 82 5⁄5 | ||||||||
| 938 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
B 82 6⁄4 | ||||||||
| 939 |
|
B 82 5⁄4 | ||||||||
| 940 |
Enables comprehensive web searching and content extraction using multiple searc…
|
B 82 5⁄4 | ||||||||
| 941 |
MCP server for Klever blockchain smart contract development.
|
B 82 6⁄6 | ||||||||
| 942 |
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
B 82 5⁄5 | ||||||||
| 943 |
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
|
B 82 5⁄5 | ||||||||
| 944 |
SmartThings MCP
Claim
Control SmartThings devices and scenes across your locations. Get live status a…
|
B 82 5⁄4 | ||||||||
| 945 |
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
|
B 82 5⁄4 | ||||||||
| 946 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
B 82 5⁄4 | ||||||||
| 947 |
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
B 82 5⁄4 | ||||||||
| 948 |
Enables AI agents to generate JSON configurations for creating images and video…
|
B 82 6⁄6 | ||||||||
| 949 |
|
B 82 5⁄4 | ||||||||
| 950 |
WHOOP MCP Server
Claim
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
B 82 5⁄4 | ||||||||