MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37451
krukovsasa99
serena Claim
N/A N/A 95
37452
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
37453
cvsloane
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
N/A N/A
37454
average-joe25
Opti-MCP Claim
Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…
N/A N/A
37455
kalimuthu-a
Provides UI architecture analysis for converting Figma designs or web pages int…
N/A N/A
37456
ShamserulAwsGeek
Real-time US weather data via MCP tools: fetch weather alerts by state and fore…
37457
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
37458
duhanjun
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
37459
sandbox-technologies
Enables AI models to search, browse, and retrieve full content of OpenCode docu…
37460
cpatel1293
Enables AI systems to generate detailed, well-structured Product Requirements D…
37461
VirtualCoder0
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
N/A N/A
37462
gareth
reflag Claim
N/A N/A 95
37463
cykj40
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
N/A N/A
37464
Jongbin-kr
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
N/A N/A
37465
cskwork
Provides educational US market analysis by combining exchange rates, stock snap…
37466
MyAI4
Provides AI coding agents with persistent, traceable memory across projects by …
N/A N/A
37467
benzin8
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
N/A N/A
37468
Rachidhssin
A secure MCP server that gives AI coding assistants direct access to the shadcn…
N/A N/A
37469
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
37470
okx-wallet-H
Unified MCP console for OKX's full ecosystem, integrating CEX, onchain, predict…
37471
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
37472
pipeworx-io
mcp-feeds Claim
Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories…
37473
bagasta
A production-ready MCP server with demo tools (calculator, web search, web fetc…
37474
bolin8017
gmap Claim
Enables resolving places from URLs or text, confirming candidates, and saving t…
N/A N/A
37475
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
37476
shuolol
Sellfox MCP Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
37477
2799662352
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
N/A N/A
37478
jackccrawford
Geniuz Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
N/A N/A
37479
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
37480
2captcha
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
N/A N/A
37481
JEFF7712
nix-agent Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
N/A N/A
37482
abhinav7895
Inspect, manage, debug, and run commands on connected Android devices and emula…
N/A N/A
37483
EternityG2
A weather query MCP server based on FastMCP, supporting Chinese city names and …
37484
mdvaleed7
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
N/A N/A
37485
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
37486
dsouzaAnush
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
N/A N/A
37487
spica-engine
MCP server that enables AI agents to interact with Spica servers, managing data…
N/A N/A
37488
fastmcp-me
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
37489
gabrielfroes
A sample MCP server that provides weather alerts and forecasts using the Nation…
37490
caoshuo594
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
N/A N/A
37491
Saenai
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
N/A N/A
37492 N/A N/A 95
37493
lord-dubious
Enables AI agents to manage WooCommerce stores, including products, orders, cus…
37494
paulaigue
Provides read-only access to Trading 212 accounts, enabling AI assistants to re…
37495
Ashraf2hub
Enables AI agents to create, manage, and download 3D models, textures, images, …
37496
AiAgentKarl
Enables natural language access to USDA's FoodData Central database with 1M+ fo…
37497
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
37498
oldsnakenewtrik
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
37499
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
37500
michaelfeng
Provides a local, persistent long-term memory service for MCP-compatible AI age…
N/A N/A
Showing 37451–37500 of 67181 servers
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