MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2701
noah-ing
Agent Wallet MCP Claim
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
B 77 54 94 55 N/A 27 95 99
2702
Enreign
Freshdesk MCP Server Claim 1
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
B 77 55 96 68 55 80 76
2703
caiyunapp
Enables querying real-time, hourly, weekly, and historical weather data, as wel…
B 77 54 66 57 76 92 100
2704
gofireflyio
firefly-mcp Claim
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
B 77 55 78 65 77 76 89
2705
nfishel48
Conduit Claim
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
B 77 55 90 68 46 81 91
2706
aitytech
agentkits-memory Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 54 96 25 N/A 76 95 94
2707
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 66 78 84 92 34 69 92
2708
inkog-io
inkog-mcp Claim 3
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
B 77 55 96 100 54 81 37
2709
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2710
jmcdice
Provides access to the Superpowers skills library - expert-crafted workflows an…
B 77 55 86 100 N/A 39 95 46
2711
MikeyBeez
MCP Contemplation Claim
Provides an interface to Claude's contemplation loop, enabling continuous backg…
B 77 54 90 61 N/A 28 95 100
2712
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2713
nataliapc
mcp-openmsx Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 55 96 58 55 81 85
2714
asmith26
jupytercad-mcp Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 55 63 82 N/A 63 95 78
2715
glincker
glin-profanity-mcp Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 77 54 71 68 N/A 61 95 89
2716
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
2717
mkreyman
mcp-memory-keeper Claim 1
MCP server for persistent context management in AI coding assistants
B 77 54 100 31 N/A 87 94 76
2718
morinokami
astro-mcp Claim
Enables AI models to interact with Astro projects by providing runtime informat…
B 77 54 74 56 N/A 74 86 100
2719
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2720
9Ninety
MCPNotes Claim
A simple note-taking MCP server for recording and managing notes with AI models.
B 77 55 78 68 N/A 63 80 93
2721
LincolnBurrows2017
filesystem-mcp Claim 1
Model Context Protocol server for file system operations. Supports read, write,…
B 77 54 84 58 N/A 45 92 100
2722
danielsuguimoto
Node.js server implementing Model Context Protocol for secure read-only filesys…
B 77 54 84 65 N/A 40 92 95
2723
requestly
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
B 77 55 86 82 48 81 75
2724
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2725
loopiezlol
runescape-wiki-mcp Claim
B 77 54 84 57 N/A 46 92 98
2726
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
2727
brendandebeasi
Zappy MCP Claim
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
B 77 54 66 72 N/A 52 95 100
2728
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2729
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2730
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2731
pietermyb
mcp-pdf-reader Claim
mcp-pdf-reader
B 77 54 86 61 N/A 40 90 100
2732
ZenRows
zenrows-mcp Claim
ZenRows MCP server — Universal Scraper API for AI coding assistants
B 77 54 80 73 N/A 55 81 91
2733
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2734
cmillstead
Basalt MCP Claim
A security-hardened MCP server that enables AI models to safely interact with O…
B 77 54 60 70 N/A 59 95 100
2735
baidu
A server that provides access to Baidu Cloud Vector Database functionality thro…
B 77 55 74 82 38 82 99
2736
cxs85
Enables management of domains and DNS records through the Name.com REST API. Us…
B 77 55 94 68 35 82 95
2737
cfrs2005
GS Robot MCP Server Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 55 82 82 49 81 81
2738
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2739
follox42
TikTok MCP Server Claim 1
A comprehensive MCP server that enables AI assistants to search, download, and …
B 77 54 88 56 N/A 45 88 100
2740
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
2741
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2742
blake365
usgs-quakes-mcp Claim 1
B 77 55 94 100 N/A 40 95 37
2743
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2744
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
2745
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2746
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2747
apolosan
Provides intelligent design pattern recommendations using semantic search throu…
B 77 54 100 38 N/A 55 95 92
2748
sarmadparvez
postgresql-mcp Claim
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
B 77 55 78 57 71 80 99
2749
CPR43
Metabase MCP Server Claim 1
Enables AI assistants to interact with Metabase analytics platform, allowing us…
B 77 54 90 72 N/A 23 87 99
2750
aledlie
Doppler MCP Server Claim 1
Enables secure secrets management through the Doppler CLI via natural language …
B 77 55 94 100 N/A 26 95 49
Showing 2701–2750 of 66402 servers
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