MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6201
ryudi84
web-scraper Claim 1
MCP server for web scraping: URLs, links, metadata, CSS extraction.
B 72 54 69 72 N/A 23 90 94
6202
anuj0456
MCP server for arXiv.org - Search, analyze, and export academic papers with AI …
B 72 54 73 61 N/A 41 89 92
6203
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
6204
jaacob
Perplexity MCP Server Claim 1
Facilitates web search capabilities using Perplexity's API, allowing users to r…
B 72 55 94 41 40 81 94
6205
lordbasilaiassistant-sudo
base-multi-wallet-mcp Claim 2
MCP server for AI agents to manage multiple wallets with coordinated trading an…
B 72 55 75 91 N/A 34 95 47
6206
stamnhq
Enables AI agents to interact with the Stamn platform for creating, managing, a…
B 72 55 72 71 35 78 98
6207
classfang
ssh-mcp-server Claim
Enables secure remote command execution and bidirectional file transfers on SSH…
B 72 55 72 56 56 76 100
6208
pkt-lab
mcp-svd Claim 2
An MCP server that provides AI coding assistants with access to official ARM CM…
B 72 54 71 58 N/A 30 91 100
6209
OguntolaIbrahim
image-viewer Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 54 78 55 N/A 26 90 100
6210
talknerdytome-labs
This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and …
B 72 54 72 51 N/A 49 95 89
6211
ECNU3D
Enables creation and management of structured game worlds for text adventures a…
B 72 55 78 65 34 81 94
6212
sichang824
MCP Terminal Claim
A server that enables AI assistants to execute terminal commands and retrieve o…
B 72 55 66 58 66 80 90
6213
bzzimmy
GPT-MCP Bridge Claim
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
B 72 55 72 73 27 81 97
6214
dfrho
MCP Weather Server Claim
Provides real-time weather forecasts and active weather alerts for US locations…
B 72 55 74 62 32 83 100
6215
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 54 66 57 N/A 44 92 100
6216
bndkts
molt-mcp Claim 1
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
B 72 55 78 46 53 82 99
6217
newerton
Investidor10 MCP Server
B 72 55 72 52 68 82 86
6218
shane-kercheval
mcp-this Claim
Dynamically exposes CLI/bash commands as MCP tools and creates structured AI pr…
B 72 55 100 33 55 81 86
6219
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
6220
Meerkats-Ai
A Model Context Protocol server that integrates with NeverBounce API to validat…
B 72 55 77 68 21 81 100
6221
tandat8503
Enables interaction with Reddit through a comprehensive API interface supportin…
B 72 55 72 75 25 81 98
6222
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 55 86 91 N/A 25 95 41
6223
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
6224
junqing258
PlantUML MCP Server Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 54 78 58 N/A 27 87 100
6225
gyger
Integrates local Zotero libraries with Claude's Desktop interface, allowing use…
B 72 54 76 58 N/A 45 89 88
6226
adiom-data
mcp-lancedb Claim 1
A Model Context Protocol (MCP) server that enables LLMs to interact directly th…
B 72 54 72 55 N/A 44 90 92
6227
jpmonette
Salesforce MCP Claim
Enables interaction with Salesforce API using jsforce, allowing users to query …
B 72 55 72 58 55 81 94
6228
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
6229
meharajM
agent-loop-mcp Claim
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
B 72 54 72 58 N/A 37 92 95
6230
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 54 84 57 N/A 33 84 93
6231
NikolaNddTesla
sshmcp Claim
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
B 72 44 54 N/A N/A 40 95 97
6232
r-huijts
Portkey MCP Server Claim
Connects Claude to Portkey's API for managing AI configurations, workspaces, an…
B 72 55 72 61 43 81 97
6233
dannwaneri
Provides semantic search and data retrieval capabilities over a knowledge base …
B 72 55 74 100 N/A 24 95 46
6234
aoprisan
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
B 72 55 78 100 N/A 21 95 44
6235
eragonht1
Simple Memory MCP Claim
Enables AI assistants to store and retrieve persistent memories with a web mana…
B 72 54 90 33 N/A 48 90 94
6236
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
6237
patissierMongs
Dice MCP Server Claim
Provides comprehensive TRPG dice rolling functionality including standard notat…
B 72 55 84 62 27 81 96
6238
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 55 78 58 45 81 90
6239
gniquil123
ZIP MCP Claim
A powerful ZIP file processing tool that enables creating, extracting, listing,…
B 72 54 78 53 N/A 45 95 82
6240
DynamicEndpoints
Enables interaction with Microsoft Bookings through the Microsoft Graph API to …
B 72 55 78 66 23 81 100
6241
yunfeizhu
MCP Mail Server Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 55 75 52 51 81 100
6242
RCSnyder
Analysis MCP Claim
Provides cognitive tools for critical thinking and multi-perspective analysis o…
B 72 55 60 82 N/A 21 95 89
6243
ArchimedesCrypto
Fusion 360 MCP Server Claim 1
A Model Context Protocol server that enables Cline to translate natural languag…
B 72 54 63 68 N/A 42 90 92
6244
bnookala
MCP Emotional Support Claim 1
Provides a therapeutic interface for LLMs to receive emotional validation and p…
B 72 55 86 53 39 80 92
6245
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6246
MatthewDailey
MCP Starter Server Claim
This server provides a minimal template for creating AI assistant tools using t…
B 72 54 62 65 N/A 48 94 90
6247
wqhui
Enables AI clients to manage GitLab pipelines through natural language commands…
B 72 55 78 72 21 81 92
6248
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
6249
jonaolden
pbixray-mcp-server Claim
A Model Context Protocol enabling AI clients to interact with PowerBI Models by…
B 72 55 84 43 54 76 100
6250
ahmetenesdur
Fibrous MCP Server Claim
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
B 72 55 72 66 33 81 98
Showing 6201–6250 of 30006 servers
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