MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39151
JoeyBe1
mcp-augment Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
N/A N/A
39152
manasvisharma-YAI
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
N/A N/A
39153
nimit791
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
N/A N/A
39154
felipeerias
Provides C++ code intelligence tools for AI agents via the Model Context Protoc…
N/A N/A
39155
reijosirila
Enables natural language control of Loxone smart home systems, including lighti…
39156
deepak-bhardwaj-ps
Smriti MCP Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
N/A N/A
39157
AffanShaikhsurab
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview …
N/A N/A
39158
Swcmb
Enables AI clients to communicate with Hermes messaging middleware in real-time…
39159
GifariKemal
A self-hosted MCP server offering unlimited web search, scraping, and content e…
39160
websitebutlers
An MCP server that enforces the clean-room software reimplementation process wi…
N/A N/A
39161
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
39162
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names from …
39163
hadi21k
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
39164
Maxteabag
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
81
39165
RPieterse
Enables agents to create, read, and modify Google Sheets using a service accoun…
39166
cstamigo-droid
Provides crypto market intelligence including price quotes, momentum analysis, …
81
39167
jmagar
Soma Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
N/A N/A
39168
erquier
better-mcp Claim
A universal MCP server that provides AI agents with structured tools for filesy…
N/A N/A
39169
docaohieu2808
Engram-Mem Claim
Enables persistent memory for AI agents, combining episodic and semantic memory…
39170
wjh1547485653-max
为DeepSeek、Claude Desktop等AI助手提供本地视觉能力,支持图片描述和视频帧分析,数据不出机。
N/A N/A
39171
manar.benkraouda
browserbase Claim
N/A N/A 95
39172
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
N/A N/A 95
39173
suhnion
molon Claim
N/A N/A 95
39174
McCullonas
MCP server for querying Dutch railway data via the NS API, with planned tools f…
N/A N/A
39175
autopaylab
merchant-mcp Claim
A universal MCP server that provides a single merchant interface for AI agents …
39176
adityafba
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
39177
data-mindset
faker-server Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
39178
theYahia
getir-mcp Claim
MCP server for Getir partner API (Turkey). Manage orders, products, pricing, an…
39179
xxczaki
MCP server for accessing VS Code/Cursor Local History
N/A N/A 95
39180
matthewdcage
Enables macOS automation through 45 AppleScript-powered tools for system contro…
N/A N/A
39181
mizulike
hittad Claim
N/A N/A 95
39182
automateyournetwork
Provides structured access to Wikipedia content including search, summaries, im…
39183
xsg22
Enables querying and editing configuration items in Apollo Config Center using …
39184
Ziforge
MCP server that wraps Daniel M Karlsson's SuperClean SC pattern engine, enablin…
N/A N/A
39185
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
39186
thejusdutt
Implements Anthropic's multi-agent research architecture with subagent spawning…
39187
Gonzih
lewm-mcp Claim
Enables visual anomaly detection for Claude Code agents by computing surprise s…
39188
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
39189
ellenfel
A basic Python implementation of a Model Context Protocol server for educationa…
39190
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
39191
jpoindexter
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
N/A N/A
39192
sampritidas
A minimal MCP server with sample tools, resources, and prompts, plus an aggrega…
N/A N/A
39193
OliverRhyme
Exposes the OpenProject REST API as MCP tools for project management, including…
39194
AdityaVG13
Cortex Claim
Private local memory for AI tools that provides persistent, private memory via …
N/A N/A
39195
AbdulAziz001
crash-mcp Claim
A structured reasoning and problem-solving MCP server that helps track step-by-…
N/A N/A
39196
punt-labs
punt-quarry Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
39197
PaulGG-Code
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
N/A N/A 95
39198 N/A N/A 95
39199
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
39200 N/A N/A 95
Showing 39151–39200 of 64698 servers
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