MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5201
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 55 78 68 27 82 100
5202
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 55 78 71 27 81 94
5203
sadiuysal
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
B 73 54 78 60 N/A 48 90 85
5204
nalmarshedy
Enables management of dental clinic appointments through full CRUD operations, …
B 73 54 86 48 N/A 30 95 95
5205
gyuco
MCP REST Server Claim
Enables interaction with any REST API through token or login authentication, wi…
B 73 55 84 82 26 81 75
5206
Af7007
MCP Trader Server Claim
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
B 73 54 72 70 N/A 29 95 90
5207
comqx
Enables interaction with Prometheus Alertmanager to retrieve, filter, and manag…
B 73 55 82 62 54 82 78
5208
For-Sunny
Galaxy Brain Claim
Combines structured sequential thinking with batch operation execution, enablin…
B 73 55 96 55 30 81 91
5209
ssatama
Search and discover rescue dogs from European and UK organizations with AI-powe…
B 73 55 60 65 69 82 91
5210
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5211
renantrendt
Manage your GitHub repositories effortlessly. Create, update, and search files,…
B 73 54 80 43 N/A 50 95 91
5212
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5213
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5214
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
5215
manasamadgul
Enables natural language task management including logging, updating, and summa…
B 73 54 90 50 N/A 21 92 96
5216
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5217
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5218
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5219
faalantir
Provides cryptographic identity and signing capabilities for AI agents, enablin…
B 73 54 66 65 N/A 49 95 87
5220
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5221
TickHaiJun
MCP MySQL Server Claim
A tool service that enables AI agents to interact with MySQL databases through …
B 73 55 84 57 42 81 94
5222
mako10k
Web Proxy MCP Server Claim 1
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
B 73 54 78 68 N/A 23 90 93
5223
themindmod
Allows AI agents to control web browser sessions via Selenium WebDriver, enabli…
B 73 54 66 65 N/A 39 92 95
5224
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5225
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5226
GabrielGomesBarbosa
Enables AI assistants to interact with Monday.com workspaces, allowing retrieva…
B 73 55 80 71 24 81 96
5227
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5228
mcp-fe
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
B 73 55 80 55 58 80 91
5229
Ademscodeisnotsobad
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
B 73 55 84 65 29 81 93
5230
MCP-Agent766
Legal MCP Server Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 55 78 71 24 81 98
5231
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5232
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5233
mothlike
MCP Graylog Server Claim
Integrates AI assistants with Graylog to query and analyze log data using Elast…
B 73 55 72 75 43 77 93
5234
jamesctucker
Enforces a three-phase gated workflow (Research → Plan → Implement) for complex…
B 73 55 68 82 32 81 92
5235
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5236
appleton
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
B 73 55 71 100 20 81 78
5237
henqc
Miro MCP Server Claim
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
B 73 55 84 67 21 81 100
5238
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5239
Amirmahdi-Kaheh
CanIUse MCP Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 55 80 100 54 81 37
5240
AnuwatThisuka
CMMS MCP Server Claim
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
B 73 55 94 91 45 81 39
5241
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 54 67 70 N/A 34 95 93
5242
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5243
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5244
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5245
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5246
berlinbra
BlueSky MCP Server Claim 1
Facilitates interaction with the BlueSky social network via its official API, a…
B 73 55 78 60 43 81 98
5247
wazzan
mcp-coincap-jj Claim 1
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
B 73 55 72 100 72 81 35
5248
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5249
emzimmer
Extracts and transforms webpage content into clean, LLM-optimized Markdown. Ret…
B 73 55 78 100 37 81 51
5250
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
Showing 5201–5250 of 46053 servers
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